Add files using upload-large-folder tool
Browse files- Ast/best.pt +3 -0
- Ast/metrics.json +170 -0
- Ast/samples_generated.jsonl +64 -0
- Ast/training_log.jsonl +180 -0
- End/best.pt +3 -0
- End/metrics.json +170 -0
- End/samples_generated.jsonl +64 -0
- End/training_log.jsonl +180 -0
- Ex/best.pt +3 -0
- Ex/metrics.json +170 -0
- Ex/samples_generated.jsonl +64 -0
- Ex/training_log.jsonl +201 -0
- In/best.pt +3 -0
- In/metrics.json +170 -0
- In/samples_generated.jsonl +64 -0
- In/training_log.jsonl +180 -0
- Mic/best.pt +3 -0
- Mic/metrics.json +170 -0
- Mic/samples_generated.jsonl +64 -0
- Mic/training_log.jsonl +180 -0
- OPC/best.pt +3 -0
- OPC/metrics.json +170 -0
- OPC/samples_generated.jsonl +64 -0
- OPC/training_log.jsonl +201 -0
- Oli/best.pt +3 -0
- Oli/metrics.json +170 -0
- Oli/samples_generated.jsonl +64 -0
- Oli/training_log.jsonl +180 -0
- README.md +83 -0
Ast/best.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4fadd7c6d3666d22bcf3f84da3e8b1166f3c141b4d7e1dca1bcc59db8a97b073
|
| 3 |
+
size 1317628621
|
Ast/metrics.json
ADDED
|
@@ -0,0 +1,170 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"basic_overall": {
|
| 3 |
+
"n": 64,
|
| 4 |
+
"parse_rate": 1.0,
|
| 5 |
+
"mean_pred_len": 600.0,
|
| 6 |
+
"mean_pred_gc": 0.3974739583333333,
|
| 7 |
+
"mean_gold_len": 500.0,
|
| 8 |
+
"mean_gold_gc": 0.6515625,
|
| 9 |
+
"mean_gc_abs_err": 0.2540885416666667,
|
| 10 |
+
"mean_length_ratio": 1.2
|
| 11 |
+
},
|
| 12 |
+
"basic_per_celltype": {
|
| 13 |
+
"Ast": {
|
| 14 |
+
"n": 64,
|
| 15 |
+
"parse_rate": 1.0,
|
| 16 |
+
"mean_pred_len": 600.0,
|
| 17 |
+
"mean_pred_gc": 0.3974739583333333
|
| 18 |
+
}
|
| 19 |
+
},
|
| 20 |
+
"sequence_validity": {
|
| 21 |
+
"mean_length": 600.0,
|
| 22 |
+
"max_length": 600.0,
|
| 23 |
+
"min_length": 600.0,
|
| 24 |
+
"mean_fraction_canonical": 0.9994010416666665,
|
| 25 |
+
"max_fraction_canonical": 1.0,
|
| 26 |
+
"min_fraction_canonical": 0.9983333333333333,
|
| 27 |
+
"mean_gc": 0.3974739583333333,
|
| 28 |
+
"max_gc": 0.445,
|
| 29 |
+
"min_gc": 0.3616666666666667,
|
| 30 |
+
"mean_entropy_bits": 1.9662176521177122,
|
| 31 |
+
"max_entropy_bits": 1.9911809876049318,
|
| 32 |
+
"min_entropy_bits": 1.941738478086374,
|
| 33 |
+
"mean_longest_homopolymer": 5.328125,
|
| 34 |
+
"max_longest_homopolymer": 8.0,
|
| 35 |
+
"min_longest_homopolymer": 4.0,
|
| 36 |
+
"mean_tandem_repeat_fraction": 0.022239583333333333,
|
| 37 |
+
"max_tandem_repeat_fraction": 0.065,
|
| 38 |
+
"min_tandem_repeat_fraction": 0.0
|
| 39 |
+
},
|
| 40 |
+
"sequence_validity_gold_reference": {
|
| 41 |
+
"mean_length": 500.0,
|
| 42 |
+
"max_length": 500.0,
|
| 43 |
+
"min_length": 500.0,
|
| 44 |
+
"mean_fraction_canonical": 1.0,
|
| 45 |
+
"max_fraction_canonical": 1.0,
|
| 46 |
+
"min_fraction_canonical": 1.0,
|
| 47 |
+
"mean_gc": 0.5223668571428571,
|
| 48 |
+
"max_gc": 0.896,
|
| 49 |
+
"min_gc": 0.276,
|
| 50 |
+
"mean_entropy_bits": 1.954767692123513,
|
| 51 |
+
"max_entropy_bits": 1.9999769166331194,
|
| 52 |
+
"min_entropy_bits": 1.4728614433169502,
|
| 53 |
+
"mean_longest_homopolymer": 7.143714285714286,
|
| 54 |
+
"max_longest_homopolymer": 42.0,
|
| 55 |
+
"min_longest_homopolymer": 3.0,
|
| 56 |
+
"mean_tandem_repeat_fraction": 0.04596485714285715,
|
| 57 |
+
"max_tandem_repeat_fraction": 0.512,
|
| 58 |
+
"min_tandem_repeat_fraction": 0.0
|
| 59 |
+
},
|
| 60 |
+
"fimo_leonine_js": {
|
| 61 |
+
"scanner": "fimo",
|
| 62 |
+
"motif_universe_size": 775,
|
| 63 |
+
"pvalue": 0.0001,
|
| 64 |
+
"heatmap": [
|
| 65 |
+
[
|
| 66 |
+
0.336314950447672
|
| 67 |
+
]
|
| 68 |
+
],
|
| 69 |
+
"cell_types": [
|
| 70 |
+
"Ast"
|
| 71 |
+
],
|
| 72 |
+
"summary": {
|
| 73 |
+
"diag_mean": 0.336314950447672,
|
| 74 |
+
"offdiag_mean": 0.0,
|
| 75 |
+
"specificity_ratio": 0.0,
|
| 76 |
+
"n_cell_types": 1
|
| 77 |
+
},
|
| 78 |
+
"frobenius_diff_vs_obs_self": Infinity
|
| 79 |
+
},
|
| 80 |
+
"fimo_ctrldna_motif_corr": {
|
| 81 |
+
"scanner": "fimo",
|
| 82 |
+
"per_cell": {
|
| 83 |
+
"Ast": {
|
| 84 |
+
"pearson_r": -0.34099576729770115,
|
| 85 |
+
"r_squared": 0.11627811331494795,
|
| 86 |
+
"slope": -1.051912457496507,
|
| 87 |
+
"intercept": 0.002647628977414848,
|
| 88 |
+
"n_motifs": 775
|
| 89 |
+
}
|
| 90 |
+
},
|
| 91 |
+
"summary": {
|
| 92 |
+
"mean_r_squared": 0.11627811331494795,
|
| 93 |
+
"min_r_squared": 0.11627811331494795,
|
| 94 |
+
"max_r_squared": 0.11627811331494795,
|
| 95 |
+
"n_cells": 1
|
| 96 |
+
}
|
| 97 |
+
},
|
| 98 |
+
"fimo_tf_program_specificity": {
|
| 99 |
+
"scanner": "fimo",
|
| 100 |
+
"per_cell_program_fraction": {
|
| 101 |
+
"Ast": 0.014235533370308745
|
| 102 |
+
},
|
| 103 |
+
"mean_program_fraction": 0.014235533370308745,
|
| 104 |
+
"random_baseline": 0.143,
|
| 105 |
+
"interpretation": "fraction of motif hits in each cell-type's generated enhancers that come from THAT cell type's known TF program (NEUROD/MEF2 for Ex, SPI1/IRF for Mic, etc.). 1/7 = random; higher = better cell-specificity."
|
| 106 |
+
},
|
| 107 |
+
"moods_leonine_js": {
|
| 108 |
+
"scanner": "moods",
|
| 109 |
+
"motif_universe_size": 720,
|
| 110 |
+
"pvalue": 0.0001,
|
| 111 |
+
"heatmap": [
|
| 112 |
+
[
|
| 113 |
+
0.3645001752801466
|
| 114 |
+
]
|
| 115 |
+
],
|
| 116 |
+
"cell_types": [
|
| 117 |
+
"Ast"
|
| 118 |
+
],
|
| 119 |
+
"summary": {
|
| 120 |
+
"diag_mean": 0.3645001752801466,
|
| 121 |
+
"offdiag_mean": 0.0,
|
| 122 |
+
"specificity_ratio": 0.0,
|
| 123 |
+
"n_cell_types": 1
|
| 124 |
+
},
|
| 125 |
+
"frobenius_diff_vs_obs_self": Infinity
|
| 126 |
+
},
|
| 127 |
+
"moods_ctrldna_motif_corr": {
|
| 128 |
+
"scanner": "moods",
|
| 129 |
+
"per_cell": {
|
| 130 |
+
"Ast": {
|
| 131 |
+
"pearson_r": -0.2337790421462448,
|
| 132 |
+
"r_squared": 0.0546526405468157,
|
| 133 |
+
"slope": -0.3305405431277208,
|
| 134 |
+
"intercept": 0.001847972976566279,
|
| 135 |
+
"n_motifs": 720
|
| 136 |
+
}
|
| 137 |
+
},
|
| 138 |
+
"summary": {
|
| 139 |
+
"mean_r_squared": 0.0546526405468157,
|
| 140 |
+
"min_r_squared": 0.0546526405468157,
|
| 141 |
+
"max_r_squared": 0.0546526405468157,
|
| 142 |
+
"n_cells": 1
|
| 143 |
+
}
|
| 144 |
+
},
|
| 145 |
+
"moods_tf_program_specificity": {
|
| 146 |
+
"scanner": "moods",
|
| 147 |
+
"per_cell_program_fraction": {
|
| 148 |
+
"Ast": 0.010611050128064398
|
| 149 |
+
},
|
| 150 |
+
"mean_program_fraction": 0.010611050128064398,
|
| 151 |
+
"random_baseline": 0.143,
|
| 152 |
+
"interpretation": "fraction of motif hits in each cell-type's generated enhancers that come from THAT cell type's known TF program (NEUROD/MEF2 for Ex, SPI1/IRF for Mic, etc.). 1/7 = random; higher = better cell-specificity."
|
| 153 |
+
},
|
| 154 |
+
"oracle": {
|
| 155 |
+
"oracle_type": "SeparateBinaryOracle",
|
| 156 |
+
"n_scored": 64,
|
| 157 |
+
"n_aligned_for_fid": 64,
|
| 158 |
+
"gen_argmax_accuracy": 0.015625,
|
| 159 |
+
"gen_on_target": -24.480508781969547,
|
| 160 |
+
"gen_off_target": -17.23921249806881,
|
| 161 |
+
"gen_specificity": -7.241296283900738,
|
| 162 |
+
"gold_argmax_accuracy": 1.0,
|
| 163 |
+
"gold_specificity": 23.271795995533466,
|
| 164 |
+
"n_gold": 64.0,
|
| 165 |
+
"fid": 99.05262387941211,
|
| 166 |
+
"fid_per_cell": {
|
| 167 |
+
"Ast": 99.05262387941211
|
| 168 |
+
}
|
| 169 |
+
}
|
| 170 |
+
}
|
Ast/samples_generated.jsonl
ADDED
|
@@ -0,0 +1,64 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"id": "ctrldna_Ast_0", "cell_type": "Ast", "candidate_enhancer": "CGGACAAGAAACTAAATTGCCGATCAGAATCATACTCCGCACGAATTCAATGATATTGTTCTAAGCGGTACGAAGGAGATAGCTGAAGGTTGAACTAGCATCGGTTTCGCTGTACATAAGGCGACCTTTAAGTTTTGCTATACCAGACAGTTGTACCTTGCAACATGTTTATCAAAAGCGATTTACTAACTGTGAAACATTTCGTACGCCCGTGATATAGTATATAATTGAAACAATTTGCCAGTTAGTTAATCAGTTCATTGATCCGGAATTGGAACAAAGTTTTAGAAAATGTAAATATTAAAGCCACTGTACTTAACTATGGCAAGTCGTTTTTATTTGATGTCGCAGAATTTCGATCTTCGAAAGTTTATAATGCTTTAGAAAGAGCGTTTGCCACGCAGAGGAAATTACCTACACCACAAGCTCCTGTCCCATTCCAGGTACATACTTATATTAATATGAGGAATGCTTGCACAGATATGGGGTATATGCATAGGAGCTAATAGCAGCCACCATATCGGTCGGACCGAAGTAATGAGGTCTAAAATCAGCAATTACAGGAAATTCGATCGCCACACACTGCCAACAAAGAAGACG", "method": "ctrl_dna"}
|
| 2 |
+
{"id": "ctrldna_Ast_1", "cell_type": "Ast", "candidate_enhancer": "CAGTAGTTCAATGTCACATCTATAGAAGTCTTAGGGATATCAGAAACCCGTTAGAAAACAATGCTAGGGCAGGCGTTAGCAAGTAGTTGTATGCCCCCAAGTCTTTTAATTTCATAGCCCATGATTCTGCTGATTATGAAGGGCAACAATCTGTCTCAAAATAGATTTTCTATACCTCTAATAGATAAATAATACGCCACTAGATCGATCAATGTATAATACGTCGAAGACCTACACGTCTAAAGGCCTCTAGTGCTAGTGTCTTATTCCTCCTGATTTCCAATAGACAGAACTTTGGATATATTTTTATATGGTGCATGAGAAAATTACCTTTCGTATACAATTCAAAGTGCCCTTTCGTGTGAACGAGGAAAATAGCATATCGGAAACTGATCAAAATTAAGTACCGACACTGGAGTCGCTTCGTTACGCTTTCGAAACTACTAGATTACAAATCATCTATCAAGACTAATAAGTGAAACGGCAGGACTGTACACTGGACTTTGTCCGGTATATTTATAACATCCCCCCATTCCAGCCTACCACAATACTGATGAATACCCTTAAATGTAAAAATCGGGGCTCCGCCAAAATTGCTCT", "method": "ctrl_dna"}
|
| 3 |
+
{"id": "ctrldna_Ast_2", "cell_type": "Ast", "candidate_enhancer": "TANGGGATAACAATCAGCGAAATAACCACAGAGAAAGTTACTTTGATACATTGAAGCCTTAAAATTCAGATAATGCACCAGTACTTAATCTCAGATACTTTGCAGTCTCTCTATTTAACTTTAAATACGGTTATCCAAATAGGAACGCTAAGAATATTTCCAATATGGTACTCCAAGCCTGTTTGCGCAATATTCAAACATTAATCATAAGCTCATAGCTACTATCTACCATAATAGCTGTGTTTAGTTATGTCGCTCAGAAGTAGCGAGTCTCATAAATTGCTTATACGATCGACCTTATCTCATTTACACCACTAGGGTATTGTTATACTCGTATGAAGATTAGCTACCTCCAATAGCCACCTATTCCTCGTAATAGGTCAAGTATGTGGAACGCCTGACCTAGATCAGCGTAGTCTGTTACTCGCATAGGCGCTATTTGTTTTATCGAATAAAAATGACATGACCCTAGATGTGATATTGCATGCACCTTGGGGCAACGTAAGTGAATCCTGTATATAATCCACGATAAACAACTGGCGACACGTTAAGTATTCTTGCGAGCCGATCGTCTTGGTGCCTGCACTTAGGTACTCACTA", "method": "ctrl_dna"}
|
| 4 |
+
{"id": "ctrldna_Ast_3", "cell_type": "Ast", "candidate_enhancer": "TGNATAACCAGGACAGTCGAATGATCTCTCCCTGGACCGTCTCCGATTTAATATGGATTATAATGCAAGATGCATCATAATAGAGCATTTTTAAATACAATTCATCGGCCATCGGTCCCAGGACGAATCGCGATGTTAGAATGGTAATCTTGAATCTGGAGTCTAGTGGCGAACATCGTCTAGAACTAAACTACTTTCCGTTACTGATAATGCGTATTATTTGTTCTCAGTCGTATCTGTTCAAACTGCAATTTTTGTGTTTGTACCGACTCATGATGACACTATTGACATCTGTTAAGTGCGGCGATACGGACTATGTCTTGTACTGAAGAGCAAAGACCTTCCCACAGATGATCCAGGAAACGGGACATCAGGTAATTCAAACTCCCCACCTCGTCGTAGCTCAGGATATAATCAACAAATTCATTTGCGGCAACATATTAATTGGGTAGGACGGTGCAGTCTTTCTGGTATGAAATGCTATTAAACACTACTGTAAAAGGACGCTACCGTAGGGTTGGAAAGCTGGTTTGATCTTGACGGTCGAGAGTTGCTATTACAGATCGTAAATTAATTTTGCCACTCGCTGAACAAAGCCTA", "method": "ctrl_dna"}
|
| 5 |
+
{"id": "ctrldna_Ast_4", "cell_type": "Ast", "candidate_enhancer": "GTGGAAGAACGTTCTGACATGGATAATCTGTAACTATGGCAAAGCCGTTTTCCATGCGTTTTGGAAATGTAGCGTGTCGATTGTATGACGCAATAATTTGATTCACTCCCATCGGACGACCAATTGGCAGACGACTTCATTGAGTGAGTCCAAGGGTCATTAAGGCTTAATAACAAACTGATCCTTTAATTTATCCGTCTATGCATAACGGGTCTGAGGAATAGAGATGTCCTTCGTCACGATAACTTATATGCTACCATAATCCTATTTACGTTTTAACATAAGGGTGGCTCAAACGCATGTAGATACCAAGGTATCAGAAATTGGCATGCTACTGACGATCGTAAGCAAACTTTGTATTTATATTTACAAATCCAGAGTTGCGGTGATATATAATTCACCGCTTGACGCAGTTTAACACTGCTTTAAATTCCACCAAGTTGGAGACGTATGGACCTTCTGAGTGCAATAATCAAACTTACTAAGTTAAGGTCATCATCCTGCCTACGTAAAACCCCTTAACAATCGAGTCCCTCTATCTACCTGTATTGATAACTCACATAAAAAGAATTTATACGACGGCTTTATAAACTTGGGTAA", "method": "ctrl_dna"}
|
| 6 |
+
{"id": "ctrldna_Ast_5", "cell_type": "Ast", "candidate_enhancer": "TAAACACCGACACTCTGTTTATCCCACATTTAAGTTGATAGATATCCAACGGCTTAGTTACACGTACCTGAACACAACCTTTTACGGAATATTCGTATTAGGTAATTTAGCGCGACATCATATTTAAATTATACAAACCGTTCTTTGATAGTCACATCTTAGTTGTCTAATCACCATCTTAAAAGCATGTGGAAGTGATTGAAAGGTGCCTTAACTGAACCCTGAGTAAGTATGTTCTTGCCCAGTTTCTCGTGCTGAGGAAATCGTATGACTTATACTCCAGTTCTTATGTGCAGCCACCAAGCACTCCAGGTCCCGTCTCGAATAGAATTGTATGGTACGACTATGTGTCTATACTACCAATTTCAATGCACAACCATTACGTATTCCTTGATGTTATCTCAAGTGCATGGTAATATTAGTATGCATGGTCCCAAACAAAAACTGTAAATAATGAATAGACTGCACTACTCTAATGAACGAGGACATTCGTCTACTAGCACTGACCGAAATATACATCTGCTGAGTGGAGTTAGAATCTTTAGGAGTACATAGGGACTAGACTAGCCAGATGCGGCTTATTTGTCTTATAACTCCCAG", "method": "ctrl_dna"}
|
| 7 |
+
{"id": "ctrldna_Ast_6", "cell_type": "Ast", "candidate_enhancer": "ACGGGAAGACATACGAAAGCGACTTCTGTTGGCCTATCTAACTCATCTACCACCGCATACCACACACAAAATCACAATGCAACCAGGAGATTTACGCTTTGTCAATCCATGTTCCTTTCCTCTCAAATAAAGTATATTATTGGATATTAACACATAAGGACGTATTTCAGAGTATGATAACACTTTTAAAGATCCCATCCTTTAAATTCTATTATTAAATTGAGCATTTTATGTATTTCAAATGGTAATATGTATAGAAGTCAATGATAACACACCGTGAATGATTCTTTCAATTAATTGTATTTACTCACTCATTCTTTGAGGCCAGACCGACAGTTTGACAAGTTATGTATCGCTTGGCTCCTTGCCTTTATTTGATGGTAAACAGGCCGACCATGCTACAGCAATGAGACACAACGAGTCTTTAGTAGCAAAACCACTGCAATAAACGATAGGATAAAGCCCAGGTCCGGTGTACCACACGGCAGACATCTAATATTCGAACGGTGCCGACCGGCTGTCCTAAAGCAGAGCCCTTTGCATAAAGCGATCATGAAACGATATCTCCCTTTTAATTAAGGTTTTGGCTGTCGTGCCAAA", "method": "ctrl_dna"}
|
| 8 |
+
{"id": "ctrldna_Ast_7", "cell_type": "Ast", "candidate_enhancer": "TTCATTATGCTTCATACTATTACTATAGTTTTAAGTCTTGGAGGTAAATGTGTAATCCTAAGTAAGGAGCTACAACTCTTAAGCTTGATCTATCAGGATTACACACATTTGCCCGTAAGTTGTTTATGCCTTAATTCTACACAAGTTTTTAGTGCAGACGGATTGGGTTAGTTTTTTTATATTTCCACGTAGTGTCTGCATGAACTTGGTGTATGAGTTACCAAATTGCATTGCCTGATTCCACTGTATCAATCCATTATTTACACTTCCGGAGAACATGCTTATCATTATTATAAGCTTCTGGACACAACTTAACGTGGCTGGTAAAGATTACTGTTTACGTTTGGCATTGCATCCAACATGCAAACTACAAGACGGACAGCGGCCCTCCATACAAGATTTTACTGAAAACAGATTCGCACATCAACGCCCAAGTACACTTGAATTTTTAATCGACTACGTCTGATGACATTCACCTCGTAGCGTCGGGCTCTGGCAACAGACCAATTCTTGTAACTAGTCTTGTGCACTAAACGACTGATAGGGGCATCATTGCAGTAGAAGCGTCGCGAAAAATGACTCATGTTCAAATCTTTATAC", "method": "ctrl_dna"}
|
| 9 |
+
{"id": "ctrldna_Ast_8", "cell_type": "Ast", "candidate_enhancer": "CTCGGAATTATTCTACTTGAGGAAAAAATTATATTCCCTTCACAAGCCGGCTGCCAACAATATAGTACGAATTCGAACAGTAGCGAGAAAGGAGCACAGCAAGTAAGTAACTTCTTGCAATAGTGTGTAGAAAAGTCAGCGAATCCGTAACAGCGTTGCACAATATTATTATTAATAGTGGAATAGTAGAAATGATTGATTAAAGGCGCGGTGAACCTAAATGGTTCTATAACTATACAGGCTATGGTGTTAATTGGAACCAAGTAATCGTCAACCGATCCCCCGATTCCTTCCGCGCCCTATCTTAGCTGAACATAAAGTTTAATAGCTGGCGGCATCCTATTGGTCGACTCTAGAAATAGCGCCAAGCTTCGTCTTTAACAACAACCTGGTTTCTCAAATGAGCCCCAACTATGGGCTACCTTATACCCCTATAGTCCCATAATGATCATGTAGGGAGAGAAGAGACGGCCTTAGTTAACTGGTAGTTGCGATTTGTGCTCCCGCACTGGCTGGTACTGACAGTATGTTGACTCGCGGTCCTCTCATAACGGAGTGTCATTAAATGTAATAATTAATTGGACTTGAGTAATCCGAGTC", "method": "ctrl_dna"}
|
| 10 |
+
{"id": "ctrldna_Ast_9", "cell_type": "Ast", "candidate_enhancer": "AGNAACGCGGACGTCCTCTGTGACACTACGATATTGAAAATTATACTAGCCGCATTAATGCCAGTGTCATGTGTCCCCAAACATCCCAGTCAAAGCCGCCCGAAACGATTAATATTACGGTGAACATTAAATAGACCATCTATCGTATGACTATCTCAGAAGACCAAGATACAAATCTATGAATAAATAATCACTAAACGAAGACACAGTCACATGTCACATAACTCTACGATATGTGTCTTATGAAAGGGAAAACCCGTTACTTATATGCATATGATAATATTGTTAGAGCACGGTAAGCCATATGTCTCCCATTGATTCCAATAACATGGTCACGCGGCATCGTGCCTGACTTTAGAATCGATTACAGCTTAGTATTTCGTATTACTGCTGCATATAGGTCACTTGCCTTACATCATCCCACGCTCCAAATATTACATCTGATTTGCACCGAGAAGTCTAATGGTTCAACTTACATGAGCTATCGAGAGTTGGGAGTTTTAATCTAAGGTAATATACTATAACACCCCGTCATACCTAAAAATCTGTCCGGAGACATTCAAATATAGGGACTTTAACATTAGGTACGTGTTCTATTTT", "method": "ctrl_dna"}
|
| 11 |
+
{"id": "ctrldna_Ast_10", "cell_type": "Ast", "candidate_enhancer": "ACACTTACGATAATACATATTAGTCGGATCTAAGCGTATGTCGCGCGCGTCCCCAGTACCTAAAGTGTAGCTCACAATATAGAATATCAAATCTTATAGTAAGCTCGATTATATACCCACAATTTTGCTATTAACATTTACTTAGAGCATAGTCATATTAATTCTCAGTTCTCACAAAACGTAGTCTTCGTAAGATCATTTACCATATGTAATCATGAAGAAGTCGAAGGCGATGATGCATCCGTTTTTAATTTGCCTTAATGAGCCTACTCTTGCATCAGCCGTAAGGAAATCAAATGACGAACAACGGTATTAGACCGCCCGACACCTAATTTTCTGGACTCTAGTTACGTAGAACTAACGTAGACCTAGACGGAATGCAAACACAACACTTGGATATGTCCATAAAACGCGTTTATCTTAAGTCGCGTGCGATCCATTCATCGGTGTGGCCCCTATAGACCTAAGGCACGTGAGAAAAAATAGGTAGTCCTGTGTCTATGGTGTAACAGATCGTATTCAGTTCACTATACCACTTATTGTGATCTAAGTTGGTCAACACCACTTAAAGTTTTTTACAATCCGCCGGGCCAATTGTTT", "method": "ctrl_dna"}
|
| 12 |
+
{"id": "ctrldna_Ast_11", "cell_type": "Ast", "candidate_enhancer": "CANCATTGATAATGATGCGCCCCGTTTGAGTAAGACTGTGGCCTAGATTATTGCACATTAGTCCCTTTATATAATAACGGTTCAGTTTGATACAGCGCCATAACTAGGCTTAACAAACTCTACTCGGGTGCTAATTATTCTGCATTTACCGGCATCGATTTCAAGTATAGCTACTATCACAGGGTTTTAATTGCCCTCAGCCTCAAACTTACTTATAATTCCTTTAGGCTAGGGATATAACCACGGCATACATATCGTTCCTATATAGCAGATTAGATCGTAAAGGTACTCGTAGTTACTTTATACAGTCGTGATAAGATCCGATCGGTTTTAAATAACTGGTTCTTTTAAATGCTTACATTATCAAACACCTCGAGCAGCCATCCTGTTGTCTACCCATGTCATACCCCCGCATAAGCTCATGTTATTTTACCAATAATTATTCTCGCGATCGCCTTTTTCGATGCAACATTGGGGGTTATAATGCTTTATGTCTGGAGCGCAGTATACTAGAAAGAGTTTTCAGGCTAATGCCATCCTAAAGTAATGCATTGGGAAGGTCTGATAACATTTGTCCACAAGAATATGAGACTATGTTCG", "method": "ctrl_dna"}
|
| 13 |
+
{"id": "ctrldna_Ast_12", "cell_type": "Ast", "candidate_enhancer": "ATNAATTTGATTAACCTCACCCGCGATGTTGGTAGCGCAAATCGTATGATGAAGGTTTGTTGATCGCTAAAAGAAAATCTAAAGGATTGCCAGGTTCGTTTTTTATGTTCGAAGATCTTGATACACCACGCCGGTTTGACTGTTCTCGGTGGGGATTTTGATATGACACTTCTACCATAGACACCGCGCATACCGAAACAATCACAATTTGATGGATGGCCATTAGCAGGCATTAGCCAGCACGCACAAATATTTGATGAAAGAGTGTTCAGACTTACAGGGGGAGTACAAACGGGTATGCGTCCTATTAAATCTATTCTCTTAGATTTAATGGAGCTTCATTACTTGTTTCTAATGATTGAGGTGAAAACTATTAAGCGGTAAGTGTGTTTATTGACAACTTTATAAGCGAACACCATCCATCACTTATAAGATGTTGAGCGTGACAATCCCCATCTGGCCTTTATGCAGATTGCGGTCTAACTGACACGACACGTCCCCGAGGTCATATGCCCTTAGGAGGTAATTTTACAAGTGGCCATTATTACCGGGCACGTTAACGTGGAAGTAAATCTAGGCGATCTCTTTGAAAATAGATTA", "method": "ctrl_dna"}
|
| 14 |
+
{"id": "ctrldna_Ast_13", "cell_type": "Ast", "candidate_enhancer": "ATATTAGGACTGTCTACCAGAACGTATCCATGGTGATTATAAAAATATCTATAGGAGTATTAGACCACAGACCATGAGTTCACGTAATTTCGCAGATTCGGAAGGATCAAGACGCACGATAATCGTAGGCCGAGCCACCGTGATTACAGAAGATCGTTGTTTAAAAGTTCTATCAATGACGATTTCTGACAACAGGGCAACGCTTCGTTTTGCTATGATAGGAGCAAACTCATATATTTTATTTGGACCACATTCTGTAACTTTTGTAAAGTTTCTCCCTCGTGGCTATTAATCTACTCCAATCATAATCTCGAGATCCACGTAATGTTTTCACATACAGTTCTCTTAATCTTTTTCATCTCATACTCTTTCATCTTGTTCAACGAGTCGTTTTGAAACCTGTACAGGTTGTATGTTGAGTCGTCATACAATCGTAAGCACGCACCACCCGATCTGTCGCAAAACCTTTGCGAGACCGGATAAAATCTAGCTATAAGCAATACGAGGTTAGCACGTGCAGTGTCAAAATTCCCGCCTGGGGATTGCACAAGGGCTGATAAGATAAAATTGGCATGATTATGTGGTCAGGTACACGCAGTC", "method": "ctrl_dna"}
|
| 15 |
+
{"id": "ctrldna_Ast_14", "cell_type": "Ast", "candidate_enhancer": "AAAACTACGTTAGCCCTCTAAATACAACCTCAAGCGGTGTACTGCTAGCTGACCTGGTGTCAAGATTTAATCCAATGGCACGATTTTTGATTAGGTATGAGTGGAGAGGAATGTGATATGCCCTCCTTTGTTGGCTGCTCACAAAGTACGAATAGTGCTACGCATCTTTACGAACTGTGCAAATTATTTTAGTCCCAAAGTCGCAAGCATGAATGGCTTTTTCCCGATCACTACGAGGCGTTAAGATTTTACTTTAAAATATAACTTTTAATGCATGACGACCTCGATAATCAGCCTTCCCTCAGATCCTACTTTGAAAACTCTTTCTTGCTACTCTAGCTAAAAATACGCATCCACGTGAGCTCAATACTATAGTTAATTGGACACTGGTTTAAAGTTTTAGATTGTTACGCGCCTTAATTGGACTAAGTCGGTAAATTAAGCCCCCAGTATCATATCTCCTCAAATAGAGACCCCTCAATCTATCGTTACCCTATGTGAGCCGAATTTTCAGGATATTACCGACGTGAGTACCCGGTACTAGTATTTCGGTTGTTGCTTTCCATGAGCTTGGCAAACAGCGGGGGCTACCCACTAATA", "method": "ctrl_dna"}
|
| 16 |
+
{"id": "ctrldna_Ast_15", "cell_type": "Ast", "candidate_enhancer": "AGGAGATGTTAATTTACCTCATTTATAAACCCGCTAAAATCTTGAATGCGATTCTTTCTAAATCTACTAATTACATATAACAAACGAACCGACATACGCGTCGATACTAATCTGAGGGGATGGTACCCGCTTATTTCTAATTGATAGTCACCTTGATTTCGTTCCTAGGAATCACTATTTGTACGTTTATCTCGACTAAAACTTTAAAGATTTGTAACCTAGTAGAAGGATTCCACGAAAGTATAATCCCATATCACGGATAGTTTTCCGGGGCCCAATTGTACTGGAATATTTATACTTATACGCGAATGTTAATGCAATGTGATGTCATCGCAACTACTCGTAATACCCGCGTTAATAGGCTGACTAAAGACTGTGTAAACTTTAATAATTTCGTGTACGACACCTATATGATGAATACAGCTTATCCGTCTTTTCGCAGTGCGGGATATGTTCAATATCTTAGGGTAGACCTGGACCCCAGTACATGACTTCGGCACAGCAACAGCGTATTGACAAGGCTTGCAATGAAGCGACAACATTCGGTCGTTATGTTATCACGGGTGATGTATCTATTAGTGTTTCATGACTTTGCAATAA", "method": "ctrl_dna"}
|
| 17 |
+
{"id": "ctrldna_Ast_16", "cell_type": "Ast", "candidate_enhancer": "CCGTGCAAATACTAATAGTACGTGTCGGTCACAGCTAGAATTCGCTGGCGAATGTTCTTGCTGATGAAAAAAATACTTCTCTACTTAATTCCTATTACTCATATTAAATGTGTTGAACCAACGGGTAAGCGAGATTTAGAGTCATTAAATAATACAGTTATTAAATAGAATGACAAAGGACATTGGCACTCTTATTAGCTGGCATCCATTAGCGTGTTACTAAAGGAGGAATCTACATGAGTTCACATGATATTACGGGAGTTTCACATTGAGCCTCGGTATAGATGGCCAGAACCATGCGCTTATCCTTAACATCTGTATTCTAATTCCACTGTGTAAAAATACCTTTCTTGGGTGTTTCTTTTCTTAAGCATCCTCCCAAATGGAGGTGTATATTTGTATGGGGCTGTCTACGCGTTCAGATCGGCATATTTTAACGTTGCATTTAGGGCGTGCATAATGTCAGCATTCGGAGACACTGTAAGCATATTAGTTACGTTCCGAGGGAATAATACAGTTTCCATTACATTCTTAACATCCGCATGATGAATTGGTCATTTGATCCGAAGTGTTCAATACAAAGCAGAACTCGGAATTAAC", "method": "ctrl_dna"}
|
| 18 |
+
{"id": "ctrldna_Ast_17", "cell_type": "Ast", "candidate_enhancer": "TGNGGCACTTTGGGGTCATGCTTAAACGTATAGTTGTCATAAGAACCGACATCTCACATCCCGGAGTAGGATCTGACGAAATGCCGCAAATATCATATAATTGATATGCCGATAGGTATATCCAAACATCTCTCGTTGGATAGAGATTGTTAATACTAAATCTGTCAGACGCAAACACGGTCGGAATTAATGCGACTCAGTATGATGTATAGCCAATGTCACATCATAGAATTCCTTTATCCAGGTCTATCGTCTGCATCTATACAACTAAGGGGAAAATGTAGAAGCAATTAACTATAATACTATTTCGAAGCTAGACAGTCGGGGGTCATAAGTTCGTATATCGAAATCTTCCACGTCCTGTGTTATAGATTTCTAGAACTCTCATCTAGCCCTTTTAGTTTTCAATGCGATGAATATAATGTTATTCCCCCGCGTATTTACCGTATCCTCACGGGCTTAAACGATACCACGAACGACGCCGTGTCCAATCCGTATTTTTTGCGGCATAAATGAACCGGTCGTAGTGTTACTAAATTATGCGCTGCACCTTTTGAGTCAGCCACGCGGGCTAACGGTAGCATACCTGTCCTTAATAGT", "method": "ctrl_dna"}
|
| 19 |
+
{"id": "ctrldna_Ast_18", "cell_type": "Ast", "candidate_enhancer": "TTNAACTAATAGGTTTATGGAGCAAAGCAATTATAACTGTGGGAATAGCTCTAACGACAATAGTTTTCCCCAGAATTGTACGTTTCCTCCGATAAGACTAAATCTTCAGATTAAGGTAATATGCAAAATGTCTTGATGCCTTCGCAAGTCCACGTAGATTTGCTGCAGTATATAATCAATTGCCCTCCGGTGATTTACCTAAGCCCAGTATATCGCAATTGTCACAGGGATGCACTCGCATACTGCAATAGATCGGCTTTCTTAAGAATCAAATTATAAATGAGAATATCAATTAGGACTAGCCGAATGTAGGCTCCAGGCTTTTACTATTTGTTGTCCTACTACCTCATGATTAAGCGTCAAGAACAGACAAAGCATTCAATACATATTTCCTATTGTAACACAACGTACTGATCGAAACCCAATTCAGGTCCATCTCTGATATAATGAATGCGCCGTCATATCCGGGAATTCTAAACGCGGTAGTGAATTAATACTTACGCAATTATAGTCTTCAGAGTTTCTCATACCCTACAGAAGCGTACAAAGGTGTCGACATAATAATGTCAATAACGGCTCGTACTTAAGAGTGTGAATCTG", "method": "ctrl_dna"}
|
| 20 |
+
{"id": "ctrldna_Ast_19", "cell_type": "Ast", "candidate_enhancer": "GATTATTGGATTACTTGCTCTGATGCACTTGGCGGGTACAACACACGATATCACAAGGACAGTGTATTGGGCTTAAGCCCTCTAAGTTCATCGTTAAATCACTATTCCGTTTGCGACTTCGTATATTAAAATTACGGATAGGTGTGTCCTGCGATCTTAACCGCACCGTGTTAGCCTCATCTTTTAATTGTGTTCGAGTTACATCTTACGTTCAACATGTTGTTTCACCTATCCTATGATATACTACACCTACGCATAAGACATCAGGTTGTCACTATATACTTTATCAGTGCTATTCTATAACCTACCTACATAGCCTCTCAGACTCAAGTAGTATAGATTGCCCGGAAATCTGTGTAAAATAAGAGGAAACTCACGTACGACTCGTGACACGAAACGTGTAATATGGTCTGTTATAACTTCTGAATTTATGGGTTCAGAATTCAATCTAATGTACATATCACATAGAGATCGGAGCTTTCGTTGTGTCTCAATCGATGTAGACATTAAGATAGTTTCGGCTGTCAAATGAGACACCGTCTGAAAGATTGTCCAGCAATTCACATGTCAACTATCAACACGTCTAATGGATAAGGATAA", "method": "ctrl_dna"}
|
| 21 |
+
{"id": "ctrldna_Ast_20", "cell_type": "Ast", "candidate_enhancer": "TTGNGGCATGCCAATTCCATTTCGTGGAACATACCTATTGCCTCGTATCCTGTTCTCTTCGAGCTTAATAACAGTGACGCGTAGCTGAGCAGGCATATATTGTCGACCGCGGATCAAGACGTATGGGAAGCCATTTTAACTACTAAACTACAACATATCGTTAGATAACGATCTGGTGTTGAAAATACGTTTTATAGGGGTTGCAGAGGATTTAATGTGGCTGTATTTACGTGATCCATTGCATTAAGGTCGTTAGGGCTCAGCGTTAGTATTATCTTAGTACACCCAGAATGGAGGGACTATACAGGTCAATTTTTCGTTGTGACCATATCAAAGATATTCCATATGTACACTACATAGATATTCCATTTCAAAAGATTACAAGAAAAAGATGTGACCTGTTTGGCTCCTTTTACATTTCTACGTCAGGTCTCAAATACCCACCTTTTATTTTCCAGGTGGGTTAGTACGGCTAAGAAGTTTAGGTACCCTCACATTCTCATTACAAAGTTTTTCCGAATATCTTCCCGATTGAAAAGCTTCGCTGATTAGGTCCAAATGAAAGTGATGGGTTGCTTTAGTTATCAATAACGAGTAGAG", "method": "ctrl_dna"}
|
| 22 |
+
{"id": "ctrldna_Ast_21", "cell_type": "Ast", "candidate_enhancer": "CAGNGCTAATGCATTATGACTTCGGGAGGATCAAGTAGCATATGAGAGGTAATAAGGTGGTAAGGACATGTGATTAGAAGTCCATATCCAGGTAAGGTTGGAATGTCACCTAGGGTTATCTAGCAATCAAGTTCACAATTTTGACCAAACAAAGGAAATAGTCGAAGAAATACCTTCTTAACTGTTTCATAAAGAAGATTATCACTTCATTGCAGAAAGACTCAAGAATACAATCAGCTTTTAGAACGGACCTTACTCCAAAGTGTTCATACAATCGGGAGCTAACACTATAACGCCAAAGCCAGACAGGCATACATCCCCCTTGTGTTATTAACGTTAGGATAGAATTAGCCGGATCGATAGACTAGTACGTCACGCTTGCCGTTTTTAAAACTGCAGTGCAGTGAGCAGATAAATTACATATGTGGTAGCATGTCTGTCTATTAATGATGATACATCTATGAACGGCAAACTGCGTAAAGAGTTTGGTCCTCGCGACCCAAGTAGCGGTGAGTTCCACCATCGTTAACACACCGACTCAACCTTAGGCTTCGTGCCCGTAGTTAGAGTTGAAGGGAAACCGACCAATACACCATACCC", "method": "ctrl_dna"}
|
| 23 |
+
{"id": "ctrldna_Ast_22", "cell_type": "Ast", "candidate_enhancer": "AAGTATTGTAGTAAGTAATTAACGTAATAACTTGGGTTGAAATCTGGTTACCCAAATGTACCTATTTCTTATAAAAATCCTATTATACAGCATCGCGTAAATGTCTTATTTCAAGTAATCAATACGACCACCATATTGACTCAATACTTATTAATGACGCCCTAGTTTGTTCGACCCTTAAATTCAATATACTTTTAGTGCTCATCATTTTAACATCTCTATTACGTTAGTACAACAACAGGATGCCGCAAAAAGCTTATCATGCGCATCAATACAAAGTTGCAAGATGTTATCCATAATTGCTGTACGTATTAGACACACTGGGCTCGACAGAGGCTCCTCCGACTGCTGGAACCTTATTATAGCCATGCACCTAACCTACAAGATGTCGCTCAGTAGTAATTCCCGACACCTTATTGGACACGGTCATAGGCTTGATTCTTGATAGTATCGCACCTCACACAACTCCTCTTTCGTCGATCCTAGCGGGAAGATTTTAATAGCCAGTGAACCCCCGCGCCAGGACTTCTTTAGTCTCTTACTTATAGTTTGACTGGGACGAGACTGAATAAGTTCAACTGTGCGAATAAAGTTTTTTCG", "method": "ctrl_dna"}
|
| 24 |
+
{"id": "ctrldna_Ast_23", "cell_type": "Ast", "candidate_enhancer": "CGCGGCAATTCAATTTTAAATAAGCAAGCTTCTCGGTTTCCTGTATATCTCTAACGCGTGCAGTGGCAGATGTATAATACTTAATATTAGGCTATTCTTAAGTGGGACCAAATTTAAGTGCTAGTGGAGAGCCAATATTTCCAGGTTTTTGTTTCCTATTTTCCAATCGCCATCGTCTAAAACGCCTGGGTCCTAAATTAAATATATTGTGGAAGGAGCGTAGTCTCCATATATACGAGTATCTAAATCCGATTTCAGTCTTTATAACCTATAGAATTCTAATATTTGCTGTATGTGCGACGTGGCTTCCTTTTAATTCCCGGGTGAATTTATTCTCAATAAATGAATATTAACGGACTATATACGCGTTCCTGCAGAAAGAGATGTTGTATGTGCTGAAAACTTTTCTTAAAAATATCACGCGGGGCTCAACGTAACAGGTAAATTCCTTTGCTACTTAACGTTTCGATGCCTTAGCATAAAAATTGACTCTCTTACTGTGTCGATGTATTAAGGCTCCCCCCCAATGTACGAGTCTTCATTGCTTCGGACCGTCGTGGGGGACGTTTACAAGAATACACAATATAGTTTCATGGGTTT", "method": "ctrl_dna"}
|
| 25 |
+
{"id": "ctrldna_Ast_24", "cell_type": "Ast", "candidate_enhancer": "TGAGGTAGAGTAGCGCTGCGACAAATATTACTCCCCCACCAGCTGTGGTTAGTTTTCGTAAGGTCTGATTAGACACAGTTTCTAAAACTCTAAGTATGAGGATAATCATCGATAGAATTAATTTATGTTTATGACCCCATCTATGTGGTATCACAATGTAGTTAGGCCGCCGAGCAAACACAAGATCCTATATCTCTAAATTTAAAATTTACACATAATTTGCACAATGGCTCATACCTACCATGGGCAACTGCCTTCTTACGCCAATTTGAGCAATATTGAAGATGATTTTTGAGGCAGCACGGATTGTTCTTGACTGAGAAAGATCCTGGCGGCTTACTAGCTTTTCGATACATGCTCATCTAACCTTGAAACCAGGCTTGATTTGGGTCATCTACGGTTACATGACTTATCAAGATATAAAGATACTCAACCCACCAAATGAAGCGACTCAACTGCACTTGAAGTTCAAAACCAAAATCCCCTTAAGAATGGAGCTTTCTCCTAAAAGACCTGGTATCCCTCGTAGGTCAGCGCTTTTGAGCTGCTAACCGAGGTCACCTTCCCCACACCTACTCCTAATTGTCTTCGTTTGTAAGA", "method": "ctrl_dna"}
|
| 26 |
+
{"id": "ctrldna_Ast_25", "cell_type": "Ast", "candidate_enhancer": "AAAATAAACTTATATACGAAGGATCACTGGGGGTTCGTCGAGCTACATAGAATTTAGAGTCGATCGATCTAGGTTACCAAGGCTGTTTCGCCTTTTGACTTCCCATTGACAATTCAATCAAGAGCGATTATATTTGTACTAATATCCCATATTCATACTGCAGAGGATGAAGATGTAGAGTTAGTGAAATAACATTTTGGACTTAGAGATTTAAGAAACGGATAAACCCAATATATAAAATAGTGGTAGAGGCTTCGATATCACATCTACAGATTATCGTAAAATGGATCAATTATTTCGAGTTCGTCCATTAGAACTCAAGCAAGCTGTCAGTGTAGCGAGCACGTATCTAAAGGGTCCTGGTCTAGGCGTCCTTAACTTTGGACAACTGCATTCCCGATAACTCATACCGCGACAGCGCAAAGATTTTAAATGTGTGCCGCGTTAGTGCTATATCGACAAACGATCGATCTTAAATGCAGAATTGTGTTCTGTTTAAGGGGGTTGCCCACTTCGCAGAACGTTTATAAGTTCAATCGGCAGTTACGTCGATACTTTTAATGAATTACAGCTTGCTTGTATTGATCCCCTGTGTAATTT", "method": "ctrl_dna"}
|
| 27 |
+
{"id": "ctrldna_Ast_26", "cell_type": "Ast", "candidate_enhancer": "CTNCCCAAATAGAACATACTACGACATTCCAGACCGCAAATATTTGTAAAGTCAGATGCGCCATACGGATAAATAATGTCGACTGGCAATCAGACACTGTAGCGTTCATCTAGTGTAAACCTGTAGTGGCTAATCTCTACAACGGTTGTTCATGTTTGATTCAGATTACCCCAAGAAGTTTTGTAACTGGCGTTAAGATAATAGAACGGCCATGACATATTTGTCTAAATAGTCATTAGGCTTAGTTAGGGCAGGGAGCGTATCTCTGGCCTAGGAAAACGTGTAACGAATCACCGCCAGTTCTGCATGATTAAAATATTACCACTACAATTATAGATGAAACTATGTGTGTAGGAATTACAAACATTCATTTACACATTTCTGGGTTATAATGGAATCGGATAGACGGACTAGGATTGACAGATAGCGCTTAGGTCGACTCCACGCAATTTAATTATATACCAGCGGAAAACCCTTCTACGTATGAGATGCCTGTGATGTATACAAGTTTATCAGCCCTTATTTGTCTTTGGAAGAAGTGAGCGTCGATTCATAACGTGTGTTTTAGGTTCAAGTGATGAGGGATGGTAATCGTCTTTG", "method": "ctrl_dna"}
|
| 28 |
+
{"id": "ctrldna_Ast_27", "cell_type": "Ast", "candidate_enhancer": "ATTCGATCTGCACGACGTAAGAATAAACAGGGGAAGAATACTTTCCTTTATAAGATAGTGAAACAACCTGTCCATTTGATCTGGCGTCCGTAAGGTGGTAAAAATGCAGACCCTATATCTAATCAGTCTCAATAACCAGTGTAAAAGTTGCTCACGATCACCAAATTTTGCTAAAAGATCAACACCCGAATGAAAACAGAACAAAGTGTATTATAATAATTTTATATCTGTCCTTGCGTCTTCCCTTTAGATTTAATCAATGTCATGCTGCTCTTCCTCGTTAGTAGCCTAATCAGGCTTTTAGACAATATATTATACTAATTTTCGCGAATTGTTGGAATACAGCTCGTGAGCAGACAATCAGACTTTACGTATCCTTAAAGATCACTCGCGCACGAATGAGTTTTATATCATAAAATGGTCCGTCGCTAAGGCTCGTGTCCGATGGATGGAGGCTCAGGTCCGGCTCTTTGTCCAATTGCAGACACTTGTTTCAGGTTCACCCAATCGAATACGATTACGATTGCCACGCAGTTAGATGTTTTTAGGCTAATAAAATATGCGGCTTAAAACCAATAACTATATTTTAACTTTATATCT", "method": "ctrl_dna"}
|
| 29 |
+
{"id": "ctrldna_Ast_28", "cell_type": "Ast", "candidate_enhancer": "CATACATGTCTTTGTGCATGCTAAAGCTGACCAATATTATCATTCGAGTGAAATAGAAAGCATTTTTTTACTGGCGTGTTGTCCTTAACTCGCCTCTCCGTACGTCCCGATGCGTGTATACGCTAAGAACCTAAAAAACCCAGCTGGTTATTTACAATCTAAGGTATATATACGAAAAGAAATATGAGTTATTAATGTGAAGACAAATGTCTAAAAATCAATTTACTCAACGCGTAAAAAGGGGTTACGCGAACATAAATGTAAGTATCGCATTAACTTCTCTAATGGATAGCTGAATTACATTCCTCATCGTTATACCTACAATGTAAAGTAATTTTAAACTCCTTATTCTCTGTATTAAGAATGAACCATGGTTCAATTGACGTGATGATCACTAAAATTACTATGATATAGACTTTACTACTCGATTATGAATTTTCTGACGTAACCAAGCATGTTGGAATAGTGGTTAACAGTTAGTTCGTAAATCCACGGCCACAACGAAGAATCAACTCGCCGAGTCGGATTCATATGGATAAGTGCTGGACTAGATGGTCAAGGCAAGTTTGCTTATACGGAAGCAGCAGCGGGTAAATGAAC", "method": "ctrl_dna"}
|
| 30 |
+
{"id": "ctrldna_Ast_29", "cell_type": "Ast", "candidate_enhancer": "CTAACTTCGGTATTCGAAGCCCGCAAACGGTGACTCCACACTTGATCATTCAATGTAACGTCAAAAATCAGAACGACCAGATTAGTTATGTTCTAATAAAGTATCACTAAATACTGTTGAAGTATAGACGTCGCTGCCCGCTGATCTCATCCCTGTTTAAAGCCAAGGCGTTGTGCTCTCCGCTACCACAACTTAATGTGGAACCAGCCAAAAAGGCTTCCAGCAATATACTATTCATCCTTGCACTATTATTCGTACTTTAATAGAACTCCGGCTATTGTCTGTCACCGTAATTGTATCGCCTAATAGTTTTGGTCGATTTTAAGTCATTTTCAATAATATGAAAACGTATCCCACCCCGCGTTATTCTCTATTATGCACACGTCCCGCCTAACAAGCCTATATTAATGTGGTTGCTAACTGATTGTATTCGATATCAAAGTAACCATTTTTCACGGTGGGCAAAATTGCCATTGCACCGTGTCAGGGTTAGAGCTCAGTTCAATCATATATATAGATATACCAGTGCCTGGCACACCCTCGTGAATTTTTTATCCACCGTTCATTGAAACCAGAAAGGAACGGTGGTTAAACACCAAC", "method": "ctrl_dna"}
|
| 31 |
+
{"id": "ctrldna_Ast_30", "cell_type": "Ast", "candidate_enhancer": "ATACTTTGATACAGGACCCTGTGCGACATAATTTTGGCCTAGTATAAGATTGATCTTCGACTGCCTTATGCCAGCTTTATTGTGATTTTTAAGGCATATAAGATTCGACAGAGATAATAGCAGAACGGATTATTTTAATTCAAGTTATTTCTCATAATCTAAACTATTAAATTTTTTAAATGATTACTTATGTAATTAACGGTCATAGATTCGGGACATAAGTTATGCCTAGCACGGGCCAACACTATAGTACTGGAGCAAGTATAGACGTACCTACGTACATGCACAGTAGCCTTAAGAATTGGTACGCTATGCTATAACGTTACGCCGAGCGGATAAAACCAGTCGTAACTAGCGCCTGGTCACAACGTGCTGAACTACAAAACGCATTAAAATCAAGGACTACAATAAGAATCGGAGAGAATCATAGTGACAAGAACCTACGGTTAGTATGGTTGATTAGGTCAAAGATAGCAATCTTCAGATATACTGGATTTATTGCCAAGCACTGTCCCTCCGGAAAATGCCAGTCTGTATGTCCGGACTGAGACAAGCGGCAGTTGCTGCGCCGTCAGCCATCCTCGTTTCCTCAGGTTAACA", "method": "ctrl_dna"}
|
| 32 |
+
{"id": "ctrldna_Ast_31", "cell_type": "Ast", "candidate_enhancer": "TATGCGACTGCACAATGGTACTACCCAGTTTGGCAGCCAGCTAGTAACTTCTGACTTTCAACGCGAATTAGCATTTCGATATAAGCATTAACAAGTTTCTGGGTAAAGTCGTGTTGCACTCATCACTCCTGTAAATCGAATCCGGAATTTGTATTACACTGTTATGAAATGGTAGTGTGAACACAAATAAATCGTCCAGACATAATCTGCTTCTTTTCGCATTTGTTCAGAGTATCTGAAAGCTTCCCCTTGATCTAAAACACAGGATTTGAATATTATGACCGATAGAGGGTGACTAGTTGCTACGCCCTTTATGTAGCGGTATATATGATTTATAGTTTGCGGGAGCAAAGGATATAGACAAGTTTGTGGGTCAAACTTTACTCGGTACTCGCTAATTCCAGTATTACCCAATACTACGGAGTACACACTACGGACCGTAGAATGGCGGAAGCTAACAGTGGTCGTCAACGAATGTCACCCGTCTATCCAAGGACGATTAACGTCGGGACTAGGTGAAGCTATCAAGCGCGCTTTATTAGGTATTGTTTCAATTATAACTTAAAAACTGATTGAGTTAGAGCTAAAAAGTAGAATAGT", "method": "ctrl_dna"}
|
| 33 |
+
{"id": "ctrldna_Ast_32", "cell_type": "Ast", "candidate_enhancer": "CACGTAGTAGACAGTCGGGCTGAGCATGCAGTTTGAAACAAATTATAAATTGAGTACCAGAAGTCTTGCACGCGGCAACTCTATTTTGCTAATATAGTTTCAAAATTTCAATGGGTGGTACATTCAAAGATTGCTCATTGAATGAGGGATCGATCTCCGTGTTGAGATGAACGTAATTCAGAATCGTTTGGTGTTCTATGAATTGACTAAAAACTACTTACGTCCCTTAATTCAACAAAAGACCGCTACACTCTGCTTAAAACCAGACAGAATGGCGTCCAGAGATTTTAATGAAACTAACATTAGTAAACTATCCTGGCGAACGGTCGATTTTCTTATAGTATATCAGCGAGTAAACCCCCAGAATATTGTATGAATCTCAACGATTTGTTTTAGACACTGCACTTACAAACTTTTCGTGTTTATGACTCGGGTCCGTACAGAAGCATGAAGTTTTTCAAAGGTGGATTTTCCCCGACTCGTCATTCTAGACCTCCTTTTAGTGTTCAAATTTTACACTTGCGCTCACAATTTAAAGAGTTGTCTCCCCAGAGAAAATTAGAATATAGAGATAAAGTTCGTGATGGACCGCATCCTCAT", "method": "ctrl_dna"}
|
| 34 |
+
{"id": "ctrldna_Ast_33", "cell_type": "Ast", "candidate_enhancer": "ATNGAAAGGGAACCTACTAAAGCATTGGGAAATGTATTTACTTATTAGCCCAACCAATAGTATTGTGCAATATTCAGCATATTACTTATTATTTAATTTTACAATGCCAGAGCCGAGGCAGACGATTTTACAAAAACCTCTTTACCAGTCATATAAGCCTAAGCTTAAAAATATTAACACCATACACAGTAAAGAAAAAATAGTATTGTGATGATATCCGTATGGGAAACGAAACATCATCTATTATATGATATAATTTGCATATTTACCTTTAAATCAATCTTTATTATATATTTACAGTATCTCTCCATAATCATACTCTCAACAAGAACTGGCAATTCGTATGGTCATCTTATCCTAGTTATAGACGTCCTACAGTACCCAGTTGGGAATTGACCAATAAACCCGCCCTGGTACTAAACTTCGATTCATCTTGATCCATAACGGATTTACAAAATCCAGGGTTATGCCGTGCTAATGCATGTTCAAACGAGTTACAACGCGTGGAAGCGAGCTGATTTTCGTCTACTGAGTTGAACGGTTAACTTGGCTCGGTATGTACATGAGAACGCCTTCGACTTCCAGTAGCCTAAAATGGTG", "method": "ctrl_dna"}
|
| 35 |
+
{"id": "ctrldna_Ast_34", "cell_type": "Ast", "candidate_enhancer": "AGGTTACGTAATATGGTTTTAATAGGTTATATCTTAGTAATTTTAAAAGAGAGTTAATAAAATTTTTTCCAGTTTTACGACTAATGTAATATCGAGGCCCGCATTACGACGCTTGTCAGCTCATTTAGTATTCCGTTTTCGAATTTTTATCATACTCTAATGAACGAATAACTATTTTGTGTGTGTGCGTCTTTTTCGAATTCCGAAAATGTTAAGTGTTGCAATGGTTATCATTGACTTGTATACAGCTCCAAGCCCATTAATGATGATCGCCTTACTAAAGCTAGAATTTCGCGAAAAAATCAAAGCCAATACTACAGGGGTAGGTAATAGCTTATATGACCTATCACCTTATAACGTCGATAGCCCCTTGATTCCAAGCGTATAATATGTAATTGGCTAGACATTCCAATCTATTCAATAAGAGATCGGTTGCCGGCCATCAGAAAGAGAGATTAGAGTAATCAAGGACTGCGCTGAAAGGATCCGTAACCATTGGAACGGTCCAGGCTCAAGAAATAAGCTGCACAGGGCCCGCTAGTAATCCAATGTAGGTTTCGACCGGATATGGACGAAATCACGATACCATGCGTGCTCTTA", "method": "ctrl_dna"}
|
| 36 |
+
{"id": "ctrldna_Ast_35", "cell_type": "Ast", "candidate_enhancer": "TAGATCGTGGCAACTTCCATCCAAGAATGTCGCTTCGAGGTTTATATAATTAGACAACATAGATTGCTATTCTGAACGATAATTAATTGGTTTCTAAACTATTTTCATACCCCATCTTTGGAAACATGTTTGTTTACTGAATGATACGTTATAGACTTTAACACAGTAAGCCCCGCGTCCAGCTTTTCTGCGCATGTACGTTAAGGGAAGGGTCCATTAGGAATAAACAGCACTTATATTATTCCTGATAGTGAGTCCTCGTCAAATAATTTGGAAGCCTAAAAACATAGAGAGTACAGGTTTATTGCCTGCAATTGTGGTTACTTTGGTGTGGTATAAGATCGAAAACAAGCTTTATTTTAGTTCGACGTCACGGAGACGCTGTACTATTCTAAGTAAAATTGAGTGTGTATGTCATATAAAGTGCATTATAGGCATAGAGCTAATGAGTGGCTTTTACGTAGATTATGACTAGCTGTGGGTGACAACCGCGTTTTGGTATTGGATACCACCGGTGCCAAGGCTCAAGTGTAAATGCCTACTACCCGGCGCTTACATATATTTGCCTTGAAACACCATAAAACCGCCGTCATTTTACAG", "method": "ctrl_dna"}
|
| 37 |
+
{"id": "ctrldna_Ast_36", "cell_type": "Ast", "candidate_enhancer": "TTTTTGGGTTAATCATGGATTCCTTCGTGGCCACTCCTGATTATACGATGGTACTTATGATCCATTCTTTTGTAAATAGTCCATACGTAGCAATTGTTATACACGACACGTGGTTAAAACACGACTATTTGATTAAGTTAGGCATTTTTCTAAATAACAGTTTGTCCGTACTCATTTCATCTACCGATCTCTGCTAGTAGGTAATCTAGAAGGGGATTTTGCTGATTCAGCAGTGTCCATGTGCTATATTTTGGGTATTTTGCTAAAGATGCGAAGAAAGGGAAAATTATAAGTGTCATTTACCAGGCATTACGCTAACTTGAGTGAAGGTTTTCTATCAGTCCTAAATTTGAAATCCTTTCTAGATGCCTTTTCTCTTCGAGGTCTTGGTGAACATAGGAAGTTGAGGCTTTTGCTTTAATGGTTCCCTTAGATCTGGAGTGTTACTTCTGTACAGACATAGCTGGTTAGGCCTTTATTCGGAAGCTCATCTAAGATAGGGATAGCCTGTTTGTTTGAAGTAAGCTCATGACATAAGATATAAGATTCCGTTGTCCTTATCACGCGTCAACGTTTGATCGACTAGTGAAGAATCAGCTT", "method": "ctrl_dna"}
|
| 38 |
+
{"id": "ctrldna_Ast_37", "cell_type": "Ast", "candidate_enhancer": "CGNGACTAGCGCAAATGGCGATCAGATAACCCGAAGGTCATTGCCTCAAGAATTTAAGCCTTCATAGCGTATTTTGCGCGCATCAACAATCTAGTCTTAGATTGGCAAGAAAATCTAAGCTAAACATATCCGCAGAAAATGCTGTTCTATTGCGTCATTATAAATTCGTAAAACTATACATTAAAACCGCCCCGTCTAGTACAAACCAATTAAAAGGACAGATCACTTAAAAAATCGTTTTAGAATTACGAGGTCAGTTTATGTTTAATATAAACATTCATAAGGGTTTAAATAGCAATCCTAATGATCTTATAAATATGCTTATAAGCGAGAACCCCTCTCAGCCGGGATATATTAAAGCTACTACCAACGTGTTACCGATAATCATTGCTTGGTGTCTCGTATACGGTACTCCTATCCTTTATTGAGCCTTCTTTGTATGCGTTTAATAGATATTAGTTGCAAGCAAGGTTAAGAAGATCCTTAGGGACCCCAAATTGTCCATATATTGCTCGAAAATGTTGGTTGTATTAATCATTTTTCATTTGATTTAACAAAAAAGAATTGGCTTAGTGAGAGCGGAACTATCGTGCTCTGAAG", "method": "ctrl_dna"}
|
| 39 |
+
{"id": "ctrldna_Ast_38", "cell_type": "Ast", "candidate_enhancer": "TTNTTTAAACAGATTACAGTAGAGAAATAAGTGTCAGTAGACTTCAATAATATTTGTTACCAAGTTCGGCTGGTTAAGTGGATCGGTCTATCCGTAGGATTTCAGTACATAAAAGATCTTGTATTAACATAATCTAGCGAGTCCTACTACTCAGCTGAATATATACATCTTTACGAAGGCATGCACCAACGCGAATGCATTAATCCTCCAAACACCACACGGACCGTGGGATTGATTGAACTTCAAGCACGAACAACTATTTAATATTTATCCGATAAACCCCACTTAGATATAAACTTGCTTATGCGGTGATAATTAGTAGCCTCGAAAGGGTCATACCCGTCCGATTCGAACAAGTAGACTTATAATCGACTCCAATGAATCGGAGAACTAGTATGCAACTTCATTAGTAAGAATCATATAAAGTACATCACGCGATGCACCTAAACCATCATGATTTTGTGTAAGAGGTTACAAGTATCCCGAAACCGTTTTTGGAGCTACGGTTTTTCCGCACTTATTATTCATCTCGTTGTAGTAGGAGATGTGTGACAGCGGACAGGCGTGTACCTCCGCATATTTAGCCTGGCGAGGATCTTC", "method": "ctrl_dna"}
|
| 40 |
+
{"id": "ctrldna_Ast_39", "cell_type": "Ast", "candidate_enhancer": "AGGAAAACCATTCGGGTCAATATACTATCCTATCAGTCACGCTTCCAAGGGTGTACTAAGAATATACGTCTGACATTCTGCGTTAAAGTCATCAATATTACCGCCTTGCCCTTGGACGAACGGACACAGTTCGAAGATAATTTTGTAGTCAATCAATAATATTAGCAATTTTTTAATCTTATTATTACACCTAGGTGTGCATCGTCATTGCAAGAGCTATACATAAGAGTCGTTGTGCAAGCATGCTACACCCCCTGCTCCATAATTGTATTACTACATTTGAGATTAATCAAAAACTTGTTTAGAAAGTTAAATTATAATCTATCTTATTAGATCTAGGTAAGTGTCTCCATGCGCTCAGTAAAACATTCAGATATAGCACTATTAATCATTGATATCATGCATTTCAAGCCGTTGGCGGTTTATGGAGTAGACACCAGAATCACCGAGTTGCGGTTTATAAGAACTTTCATCACAACCGCTACATAAATTGAATAGTACTCGGTTCCTCTAACGTCTGAAGTTTCAAATTCTCTGGATCCCCGGTTGAAAATCCAATTTTACGACTCGTCAAGCCATGTTAAGGTAGGCTTGACCGGA", "method": "ctrl_dna"}
|
| 41 |
+
{"id": "ctrldna_Ast_40", "cell_type": "Ast", "candidate_enhancer": "GCGNACAGCTTTGTTTTCCATCTTAGTGTTCTAACAATATAATCTTATCACGATCTCGGCATAAAAAACAAATAGTAGTAGTGTTTTTACGTTTTTTCATTTTCTCTGTAGTCGTTTTTATAACTAGACATGGTCTTACTGTGGACAAGGCGAAATTTCCCGGAACTCAACAACGTACTAATCTTTGAGGTCATGTCCCGACGCGCGGGACAAATTTTCAGTCTCCAACACAGCATCATGTCTCCATGATCCAAAACAGCCAGGTTATCACCAAAAGACTATTTCGATTGTCAAATTGTACCTGACATTTCCAAGCTTAAGGAAAGAATGAGTTTTACGAACTCCTAAATGGGACTTTTATTTAATGAAAACGCATTATCAAGTTTATCTCACCATGATCCTAAATACGTCTAGAATCTTAGTTCCGTAGTATAAATGTTTACCTTCGTACCCGCCAGGGAGGTGCACCAGGGCTCTTTATTCCTTTCGTTTGCGAACATAGCTATCAGGCGACCGAGCAACTCCCCTTTAGACTCGCAGCTAGTATTGTATACAGATTGGATTATCAAGCGGTGCCCTCCCTTACTCCTATTTCTCAAG", "method": "ctrl_dna"}
|
| 42 |
+
{"id": "ctrldna_Ast_41", "cell_type": "Ast", "candidate_enhancer": "CGAGTCTAAGTTCATTTAGCATGACGCTAGCTTTAATTATTGTAAGAGACATTAAATATAATATCACACTACATGCCTAAGTAGTCGCCGAGTTCCTATACACTTCGATAGAACTGGCAACCATCGATTAGCATTCTAATTAAATACTACAAGGTCGGAATATTCTAGATGTAATAGAACTTGACCAAATTCAAGACTCGAGCATCACTGCTAAAAGCCGTTATAGGTCGAAAGGAACCTTAAAATACCGGTCGTAATATAAACGCTAATGCCCGATCCTGTTTTATACCGCAGTGGTTGAAAGTTAGAATTATTGCGGATATAAAGTCGGATTCTGACAGCAAAACTCGAATCATTTGACGTCATGTTCCCCTAATACACTACTTCATTATTTCTTGGAGGTACTATGCTCGTAATACAGTATATCTCTTGTTGGTGTAGTGGAAAGCCCCAAAGATCACTCGTGCATAAGTATCAGCGCAGGAGTTCTAAAACATGAGATAACGAAGCTATGCTATCATATCGTAAGATACACTGCATCTATAGACGCTTTGCGTGTCAAGCGTAGTACATCTTCGTGTAAGTCCAACGAGCCAACTA", "method": "ctrl_dna"}
|
| 43 |
+
{"id": "ctrldna_Ast_42", "cell_type": "Ast", "candidate_enhancer": "AGAATTGCTGTCCAAGTCAAGATTAGATATTCGCAACCCTCGCCCAAGATTTCATTAGAGATCAAGTTCCCAAAACTTGTTCCGCGATTGGTTAAAATTATAACTAAAGACCGAATCCTATAGAAAGGTGGATCTAACTCAACTTGACAATATAGTACACTAACTAAAACAGGCAACAGACAGTGCTTCATGCTTCCTTATTAATTATTAGATGATTTCAAGTTATAGAAGAAATACACTTGGCGCCAGCAATATTCCAGCCTATTGGCGGGAAGCGATTTAAGCAATTGAAGAACAGGTCAATCCCGCTCTTAAATTGATGTGTCTACTTTAGTATAAAGAATTTCAGAAAGTGCGACTCTGTATCACCTAATTTCGCTTTTCCAATTCTCATAGTTGGCTCATTCTTTCGATGCACTCCTGTGCGCGGGTTAGATCATAACATTCACTGGCTAGTAAATCCCCACTTACCGTAAAATCAAGAATGTTGTAGACAGGTCCTACCTCAATATAAGGTAAGACCGCAAGGCAGCCATATCGACAGTAGCGGTTGATTAGTTCATGATGATTAACCTCAAATTGCTCATAGAACCCTATGAG", "method": "ctrl_dna"}
|
| 44 |
+
{"id": "ctrldna_Ast_43", "cell_type": "Ast", "candidate_enhancer": "TATCTTCTGCCATCGCTATAATGCTTACAAGGTTTATATTATAATCGATTTGAGAAGCCGATAATCAAGAAATGTTCTATCGTATGACAAGCTTACACCGTGTATGAGGGAAAAAGAATTGTTCCAATTAGCGCCAATTAAGAATCTTTTCGTCTAAGACATGCTCTTATCGTCACTGCATATCATCATTAGGCCAACGGTGTATTTACCTCTGGAGTCGGATAAATTTAACTTAATTGACTAAAGAACCAAACATGGGTTATGAGTCTACCTATAGCCATATCGAACATTACAACTCGCATTAGTATGCTGTTAACTATCAATCTATAGCTATCTAATGCATACTAATGGTGCAAATAAGAATAAACTATTTGCCCACGCGATCTATAACGTCCTAACCCGTGCGCATAATTGCACCGTATCAGCCGCGCTTCCTCTGATGACCCATCTGCCAAACACAAATGTACAGTTCACAATGCGTGAAAATGCTATTCACCATAGCTAATTATTAGTTGCTTAACCACGCATCATGTAACCCTGTTGATTTATACTATTACCGGTCGGCGTTAATTTTGCTATTTAGGGAACCTAGAGCGCTAG", "method": "ctrl_dna"}
|
| 45 |
+
{"id": "ctrldna_Ast_44", "cell_type": "Ast", "candidate_enhancer": "TTTCTAGCAAGTAGGATCAAGCGGGTTTATAGCAATAATATTCCAATAGCTGTTTCCAATTGGTCATTCTAAATACGTTTAATCGACAAAGTCGAAAGCAAAGTTCTTGGTACTTAGGAGCTAGTAGTTTGATCAACCCTATGAAACACTAGGACTATGATCTATGAAAACTCCTTACCTTGATTTCTACCCCCCTAGGCTATGATGAGCTTCCTACGGTTATACGCAGCACAACAAGAATTTTTTAAACACACCTCAGTAATTATACGACTTCCTATACAACTGTAAAACTATAATGCATAGAGCTTTCCTTTCCAGCGCCCCGCTATCCCTCCCTAAAAAGCTCCTCCTAAAACAATGTAGAAAAGGAGCCGATGTAATATGCAGAGTACTTCTATTCCGTGTGCACTCAGCCTTAAACCTCCAATCCAATCTTGCTGAGGCACGCAGGGATTTTTTATATCTTTTTACAATATACAAATACGGCGTCAGTTCGATTAGCCGATTATCTATTATCAGAACGCCCACTGCGAATCACTTGCCTATACAAAGGACGCGTACTCCTTAGAATCAAATATGGAAATCAAATCCGTTGACACG", "method": "ctrl_dna"}
|
| 46 |
+
{"id": "ctrldna_Ast_45", "cell_type": "Ast", "candidate_enhancer": "AATTGTGTTAAGGTGGTGGCACGTGAATATATGAAACGTCCGCCCATGAGCTTGCGATGCGGGTTTATAAAAGCTCGGTTCTTGCTTCGGTGCCGTTTTACAAAATGTCATACTTCACATCCAGAATCTTGTAACTACGGGAAGATGCGCACCATCGGCTGGTAACATTAAGAAGACTTATGTTTTAAACTTTACTCTTTAAAGATCAACCCATTACCTTTAAGGTACGAGTGTAATATGTTACGGAGTATCTAATCGAATCTAGTTTAATCTATACGGTCCAAATTATCACATAAAATAAAAATTATTGAGCTGAATCCTAAGTAGGTAAGGTAACTGCATAAAGACTATCCCCAACACCCGACAATAAGTAATCTAAAGTGATGAAGTATGAGGTAGCGAGACGTTTCAAATAAAAGCATGTTGTATACAGACAACTGAACCATGTGCAGTTATGCTCACCTGTATCAAAACGATGGCGATCGTAGATACCTGCTCCAATATAGTTTACAGAGTTGTTCTGAATGTTGTAAATATGAGCTATGTTTCCATTACCTGGGCTAACAAGCTAACGCAGATCCGATGTAGTCAGAGGAAATA", "method": "ctrl_dna"}
|
| 47 |
+
{"id": "ctrldna_Ast_46", "cell_type": "Ast", "candidate_enhancer": "ACNCGAAACAAACTAATTAGATAATGTAACCGTGATTCCGAAGCGGTAGGCGTAACGACTCCGCCCGTGTCTTCCTGCTTCTGACCCGAACTTTGTAAATTATTATAAGAAGGAACCATGTAAATTATCCACCATTCCATTTAAACCACAGAAAGGACTCTTCTTGAAGCTAACTATTAATTATTATGGTAGTGTAGTGAGCGATATCAGTGAGCTCAAAATACTAATAGAAAGTGTGCGAAATGACAACTTCGACTGCCAGCATTTTGTGAGGCTGGTAACTACGGTAAGGGTGGTTATAATGGGTACGGTATAGCACATACACCTCGAACAAGCTACGTCATTAAACTTTGTGAAACCAATACTAATAGATAATTATTCATCTCTACATCCCAGCAATACTCAATGTGCATTGTTAGAAGTTAAACAAGTCTTCTTTTGTTCGAGTGATCGGAAATTCTCTTAGATGTCTTTAACAGCCAATCATAAGATACCTTCTCGACGACAATTTCGTACCATGCCATTGACCTAAGAGGTTGGACCCTGCATTATGTAACCTGGCGTCATCTCAAATCTAAGCAGAGATTGGGAAAGAACTTC", "method": "ctrl_dna"}
|
| 48 |
+
{"id": "ctrldna_Ast_47", "cell_type": "Ast", "candidate_enhancer": "GCNACCTCTTCTGCGAATCTAAAACTGGAATTGAACGGGCCTAGGAATAAGTATTGTTAAAATATGTTAAAGGGACTTACATTACAAAGGATCGCTGAGCGCGTCTCGTACTTCTATTAATTAAAATAGAACCTTGTGTTTGAAATTAGGTCAAAGAGATATAGAAATGTCTGTTATACGATAGTATGCCCCTAAACGGTGACCCTAATTAGTACTGCTATGAATCCGGTCCTGTACTGAATATTTTAAGCTGTCTTCCTAATTAATAGCACATAATACCTTGCAGTTCTAATGGCCAGACTTATGTTCACAATTTTGAATCGCTACGATTAAGTTGTCGGGGGCAACCCGGGACATGTGAAAACTAAAAGTCAAATGACATACATCTGTCCCTGTTTAGTGACGTTCGAGAGGATCCTCAAGGATCAGACACACACACTTCGTGGTCCGGGAGGAATTTTAGAATATGTCTCTGCTTCCGGCAAACGCGCTGGATTCCAGGTCGTCGTGTCTTAGCGAATTCCATCATGGAGTCTATAAAACACTTACGAAAAGCCTCCGGCATATCGACCATGTTCTCAAAACACCATGGTAACCAGA", "method": "ctrl_dna"}
|
| 49 |
+
{"id": "ctrldna_Ast_48", "cell_type": "Ast", "candidate_enhancer": "TAGCTCTATCAAAAAAAATTATTCAACCGAAATATGAATCGGACTGTACCTCAAAAAAAGTCCTTAATAATGGAGCCAGGACGATGTATTAGAAATCTTGCGAAGAAATATCCCCAAGTGTTCGAGCCGGGGTACTGGGGGAAATTTCTGTTATTGTAATCCCGGTTTAAAAGATTAGGCTCTTTTGACATCACGTGTGATCTTCTCCATGACGTTAACTAAGGATAGACCCTTTCCTTTTCATCGACTCGAGAGCTTATATCGTCCGGGTAATTACTAAACCGACAATTTAGTGGTGTTTAATACACCCCTGCTGATAGATATTTCTGTTCCCGAGCCATAAAACAGTTCTGTCCTAATGACAGACTCACGCTGAATCAACCTTAGAGTTAGTCAGGCTGATCATAAGAATAGCGACAACTTGCAATTCGATTGGTATCTGGCTTAAGACCGCTACAGACATACAGACAGACCTTAGTTTTGCTGGTTCGAGGGATCAAACTTGTGGCATGGTTCGGTGGTACGGTCTTTCACCACTATACAATTGTTTTGCCTGCTAAGATTAAAACAAGGATTACATTTGTAGTACATACTGTGTAG", "method": "ctrl_dna"}
|
| 50 |
+
{"id": "ctrldna_Ast_49", "cell_type": "Ast", "candidate_enhancer": "CGNGTCCGATCGTTTTAACCTTGATATCAAGTTGCAACCTCCTGAAATTCGCAATTAAATCATATTGTTTGGGTTTAAGGAACCTGCGGTTCGTTTTAATGGCACTCACACATCACAAACTCCGGAGGTAGACCGAGGGGTGCTACTATAATATAAATTGAATTAGTCAATCTACAGCACCACGGGTCACGATTTTTCTTGTATAAAGTAATAATGCCGTCCCTTCTATCAGTACTTGGTAACGTCCACCCCAAATTTACGTGTTATTTCTAGCGACCGATGTATTATATACTACCTGTCCCACTTGTCTCTCCTAAGTGAAAATCGATGGTTCTTCCAGTGCAAGTGGGGTTTTGGTATGGTTAGTTTCCGAAGCTTTGCGGTGGTGCAGCCCGGATCAACAGGGGCATAACTCACCACATTAAGATGGCCAAGAGGCTTACAATTTTATTATGCGATGGTGTGCGACATCTATATTTCATCAAACAAACGTAAGCTCCGAAGTGGCGGTCAGAGAGCTAATCGAGGAAATATTGACGTCGTATGTTTTGCAATAAAACACGGAGGGATATTCGAGAGGTTATATGATAATGGCGGATT", "method": "ctrl_dna"}
|
| 51 |
+
{"id": "ctrldna_Ast_50", "cell_type": "Ast", "candidate_enhancer": "TAAGTCGTAATGCTCCTAATTATAACACGTTGCTTGCGTACAATTCTTTTCCTCACAACCTTTATGTACTAAGAGATAAACATCATGATTGGACGTACAAGCAGACATAAAGTTTTAATGACAAGGAAACTATGGGTGTGGGACTCTCAGGTGCCTAGAAACAGAAACCAGAAGTTTAACCCATCCCACTTTGATGGTAACTACAAAAGAGCAAACATATCAATGACCCATGACGTACGGTCCGGCGAAATAGTATGAAACGGGCGGTCGTATGATACTTAGGGCTGGCACCCGCCATATAGATAGTTAAATTGAGGAACAGTCTGGAAGTTTCGACTCAATAAATAAATTGTACCGATTCGCTTGCCAAATCTTGAGAAAGCCGTGTTCACTCACATTACATATCATACTCATGCTTGTGAAAGTCAATCTACCTAAGGCTATCTTCACTACGACGTCATACCCCTTGGATATTAGTTATTAAATTCTAACGGATTTACCTATAGGCCCATATTTGCAACATTCGTGAGTGAAGGCTGGCCGCTACCCTGAAAAACTATTGTATACGACAATATAACACGCACGCGATCGGGAGGCCGA", "method": "ctrl_dna"}
|
| 52 |
+
{"id": "ctrldna_Ast_51", "cell_type": "Ast", "candidate_enhancer": "TAGCGTGGTTGCTCTATAAGATGGGGCATTGACGTGAAAGTGTTGCTCTGGAAGGAAGAAATAATAAAATTGGCAATATCAGACAGAGGAGAAAATATACGCTCACAAATGCCGTGGTAACATTATGATAATGGGACGTGATCAGCAGTGCTTAGGCTCTCAATCCCTTTCTATTAATACTAGAAAATAAAATGTCTACATCAGGTCACGCACACAACAGAATTAGTTAAACGATCGTAAGGAATGTCTGAGTTCTCTGGAGGACCAATGTGCTTCTGATCGTAAGATTTACTTTCGGAGAGCCCATTTCGACAGCGAAAATTACGGCATATATCTTTTAACTTACGTCTCACGCATGATTCTGCTGCACTGACTGCTGATTGATAATTAGGAGACTGCTCAACTTCTATACCTTTGACTAACACTTCACTTACGTGTTTAGATTAGACAACAACGTTATTTTCCATGCTAACGCGGAATCTTCGGTCTTACGTGAGAGGCCAGTGAGAATCATATCGTTTTCAAATTAGTGGTCGCCGGACAAACCCATATGGCGCATTGCCTGTTATGTGCTCGTTAGTTAGTACCTGTTACGGGGAA", "method": "ctrl_dna"}
|
| 53 |
+
{"id": "ctrldna_Ast_52", "cell_type": "Ast", "candidate_enhancer": "TTTNTGGGAGATTGGTACTTGAAAGGTATTAAAAAAGGATTTGATTTACCGATTCGGCCGAAGATAGTTTACGCAATACTTTCAAACAGACGGAGGCTTTAAACGAGTACATGACTACCATATTGAATGAGCAGTGTAATCAGAGAACCTTTAAATGCGCTTGCCTTCTTAAAATAATATTCAAGAATACAACTTAAGTATAATAGTAGTGAGCGATCCCGTACTTCCCCAAGCATTATTATTATGTTTCCTGGCCATCAGTATGATTAATAACTACCGCTGGAATATATGCCGTTTACTGACATCGTGGACCAGCTAATTGCCGAAGTACGGGGGGAGATCAATAAATCTTTAATATTCTGAATTGTAGTAGATGTGGGTATCAGCATAGGAACCCCTTATATTAAGAAACTGACATATTGAGAATTTTCGCCGATGGGGGTGGATTAATTACGAGGTAGCACACGGTAAGGTTTTTAATCAGGAGCTGTCATCAAGTTTTATGTTTCACGATGAATCTCTTGTCCCAACTATCCAACTCGTCAGTGGATTCAACGGAACCAGAATAGGATAATGCATATCGGCTACCCAAGCACCGGA", "method": "ctrl_dna"}
|
| 54 |
+
{"id": "ctrldna_Ast_53", "cell_type": "Ast", "candidate_enhancer": "AGNATAATTTAATCATATAATACACGACCTTGATTCCGCTACACGCGGGTGAGTTGATTAAGCAAGCACGCTGATGCCGGGTCGAACCAATTAACGTAAATGGGGTCCTAAATTTTACTCCATACCAGTACATCCCTCGATTTACTCCTCGACGTTAACATCCACAAAGAGAGGATCCCACCGCGAGAAGGGACCTCTTGTTCTCTCAAAGAACCTAATAAATTAATCTTGATCCAGAAAAGCTGTTATAAAACGTTTCAGTTACAAAAACCTGTCTTGCCTGTATCGGCTTGCCCTGAAATATTAAAAGAAGAGCAAAACAGTTACGCATTCATCAGAGTAATTGAGATCTCATTCCTGTGACGACCCGCGCTAAGGTAACTCGAAGCAGTGTTCTTTCACAACGATATAAAATTTAGAAACGGCTCGTTCTTAAAGGCGACACCGGGCTTCCACTGATAGCCAGTACGGTTGCGTAAAAACACAGTCCATCTGTTTATGAGCTCTTAGGCTTTGTTGTGGTTTCGGTAAAAATACACCGGTGTAGAGTATAGCTAATGATATTAGTGCAGTTGCCAACGGCGGTATATTCTAAGCGGC", "method": "ctrl_dna"}
|
| 55 |
+
{"id": "ctrldna_Ast_54", "cell_type": "Ast", "candidate_enhancer": "CCGNGTGAGGCAAAATTCTTAACTATGGAATACATTTTGTCCTGCTTTTTAATTAAGTTATGTATAGGTGAGGTAATCTTTGGCATCTTGAAACACTCGCTACGGTATAAGTAAACTAGGACAATAAAAATAACGACTACATATCTCAATAGTGCTCTCACTAGTGGTGAAAATGTAACAGAAAATATATTCTTGTATTATTTTCAACAGAGCTGTCATGGAGTATCATCGATTATCTTACTTAAATAACTTTAGATTTCATTACTCTTACAGTGGATTGTATCTTCTCTGTTAAGCTTATCAATAAAATCGCAAGAGCCACGTAAGTGTCTAGATGTACGTAAATTACACCGTGTTTAAAGTAAAGAGTATCGTAGAGGAGACGTAACAACTTTGGTTACACAGTAGGAGACACTGTATTAAAACGGGAAAGTGACCTCTTCTTAATAGGACTTTTTCTTCGACGTCTCCAATGACTATGAATGTAATCTAATATCTATTTTACTATGAATCCGGGATAACCTGCAAGCTGGTAGCCCAAGTGCCATGCCTTTGTATGGCTAACTCCCCATTCCGTCTATCGTGGTCACAGCAATCACT", "method": "ctrl_dna"}
|
| 56 |
+
{"id": "ctrldna_Ast_55", "cell_type": "Ast", "candidate_enhancer": "ATCTTAATTAAGAACAATTAGGAGATATCAATGTACGTGGAAGGTGCTAAAGGTAACACTGGCGTACATCTTTGGGTTCTTCCTTCAACAAGTGATATAACCTCATCATGCGTTTCTTAGTTTCATTAAAGGCTGGCACCAGGTCGACAGTCCAATTGATTATACAATGTAGCGTGCACAAATCAACGAAACTACATTATTTGCATCAGCCAATGATGAACTATATCCTGCGCCAGTCCTTAAGATTGATGCTTCCTGTATCCTTATACCTACCATATCATTTTATCTAGGCTCAGCAATTTAATGAGCTGGAAATCGCCGTCGTACTACGAAGATAATCACAAGATATGACGTACGCTTAGTAGATGTTACCACACCAATATCTAGTCTTAGTTCTCACAATGAGTCTCCTGGCATATAGAAAGCAAACATTAAAGAAACCAATCACTTATTATCCCTGTGATTATATGCGGCATCGGTCATGGTACAGGACCTTGACACGATCCTCTCAGCTTCATAGCATGACGCAATCTAGTACACGCCGGGTCATCTTGCCCGTTAGGGCACCGGCTGAAGCAGGTTTAAAAATGGCAATGGTGG", "method": "ctrl_dna"}
|
| 57 |
+
{"id": "ctrldna_Ast_56", "cell_type": "Ast", "candidate_enhancer": "AGNACCAAAAGCAGAATCTCGATCCCTTCGCCTGGCGTTGGTTAAGATCATCACATAACATTAATTTTGCACGGAGAAATATATGAGCATTTGCTATGAGTTCTGTGATATATATTTAGGGGCGAACTACATGATGTTCCCTATCTTGAGGTTACTGCAACAGAAAAATCTTGCTGTAAGAGTTCATGAATTGTATCTATTATATCCAAAATTTATTGGATACTCTTTATAACATGCAAATACACAAGAAATTGTGGCGATATTGTGATTAACAACGATCATACCAATGCAAGAGGTTGTCCAGCAATAGTAATATAACCAAGCAGATACTTGTTCTACCAAGATGGATTTTCATCCGATTGATGAAGTAATTATCGCTTCAGAATCCACCACTTCGAGTATACAGTACAAGATTCCAACACTACCGCTATCTATCAAATGGCGCGTCATTCATAGACTGCAATTGACAAACTATAATTAGATGATAGCCTGCGAGTACCAATTAATCTTGTTCATGGTTTAAGATATCAGCTCAATCAATAGAAGCTGGATGCAAATTCCTAGAGTCTTCCGCTTTCTAGAAATGATATCGTCTTTAAC", "method": "ctrl_dna"}
|
| 58 |
+
{"id": "ctrldna_Ast_57", "cell_type": "Ast", "candidate_enhancer": "ACAACACCGCCCCCACAAGGTGTTTTTACCTAATAAAACGTGTCACTATGGGGAAGGCCAAAGTCATAGATGTTCCCTGAGCGTCGTACAAATATGTGCACCATTATCATATTGTCCAGGTTTCTGCTGGAGTCATTGCACCCGGGTAGGAGTGCTATTTATGAGTCTTGGTCTATAACTATCTAACTTCCCTAGTGCAGTCCTCGCTGAAGATGTTAGCCTAATTCTAAGTTTGGACAGTTTCGGAATGTTTCGTCAATTCCTTAAGACAGGACGTCGAGGTGTCGAATCGAGCTATCGTATTTCATGACGCATGAGTGGGAGTACATGTACCTCTGAAACAAGAATAACCAACATAATATTCTCGGTTCGTTGTGTGCACGGGATACTTGTTCCTTACCTTTACACATCCGTACGAAACCGCATGCGTGCACAGGAGTTAAATGGTTGGACGCTGTACATCGCTGGAATAAGCAACAGACATCCGTAGGGAGTAAGAATTCGTACCGTCACAAAGACTCGGACTGATTCGTAATCTCGAAAATGAGCTACCCGAACATGCACCTTATGACCTTCTTAGGAGTATTGACATTTAGGAGT", "method": "ctrl_dna"}
|
| 59 |
+
{"id": "ctrldna_Ast_58", "cell_type": "Ast", "candidate_enhancer": "ATNCGATGCGACAAAAATTGCTCACTCACTCAAGGTTAAAGTGTAACGGAAGGCTATATATGAATTACCTTCAGTTACACGACGCACCGAGAGGCCAAACAACGATTCGACTGTTTCAACTCCATCTACATTTCGGCATCCCCTGATCTTCCTAAGTATCCGACAATATTGACTAGATATTAATAAAGATTGGAGTGTCGTTTCCCACCAACCGGTCGCAGATGTGTGGTCGCTCTTCTAAATCTAGCAGGAACCCAGTTCTAATATTGCACTCTTTACGCTGCAATAACAAATATTTTGCTTTGATAACTTTTCACTTATGTTCTCCTATGTTAAGGTAATATATGCACTAACTATCCCTCACTTAAGGAATACCCAAAGGTTTATGACGAGTATCGTGACGCCCTAGAACGGTATATGTTCCGATTCTGGATTCATTGAGTACGTCACGGGATAGCGAATCACGAACAGTATCTATGTGTATAAAATGAGACACTCAATACCGTCTATAATGGGAGATCCACGGACTCTCTCGTTCTTTCAACAGGTCTTGCAAAATATGTACTCGACGCAAGGGATAACATACGATACGAGTGGCTT", "method": "ctrl_dna"}
|
| 60 |
+
{"id": "ctrldna_Ast_59", "cell_type": "Ast", "candidate_enhancer": "AAAAAACCAGTAACAATATTAAACAACTTAAAGGCTGGAGAGTAAGACTCTCTATACTTAAGACTCAAAGTTATACATCTAAATTCCGTGGTCCAAATTAATAATATAAATGGCGATTCCACCATAGACTTCTATGAGACTTCAGATTGGAGCATGTACAACATTACATATCGTTCTTAAACGAGTACACATCCGGCTCATCCACCTTATTTGGGGGGAACCTACAAGAAGTAAATTTCAAATGTTCATATTAAATTTTAGTAGATACAAGCTGTAGCTTCCGGCTACCTCGTGCTACTCCAAGCACAATAAGTCTTTAGGGCATATTTCGGTAATTAGTACAATATAAATACGAATTCCGTAACTTATCGCCATCTCTTACCTCCAGTGTTTACCTCATGCTATAGGATTAGCTATCGTAGGCGGATATATAACGTATAACTAAAGGACCTTCCGATTCGCGAACCGTCAGACTGGCGGAATACCAGCAACAGCGGAGAGACATACTTTGTCCATACGGTCTTGGTGAGTAATTAATTTATAACGTAGCGAACTTTTTCGCTCAGGCTAGTGTCCCGAATAATCGAGTACTGAGGTAGT", "method": "ctrl_dna"}
|
| 61 |
+
{"id": "ctrldna_Ast_60", "cell_type": "Ast", "candidate_enhancer": "GTACAGAATTAAGGGAGCAACTACCGTTAATTATACAAAAATAGCACCAGTTCTCATGATCAAGACTTTGGCCTCCAATTTTACTATTTAGACCCACCTCTGGAAGGATTGTGATAAGTGGCTGTTAACAGAGATTGTAGAGATTTGTCTTCCTAAATTTATTACCCATTTAAGCCGCTCGAATATCCTCTTGGGGTTATTGTCAGCTCATAACAACCTGTCAGATCTTGGTGGTTTGTAAACTGCTAGTTCATGGTTTAGGCAAGTTCATTGATGTTCTACCAAACTACGACCTTTACTCACGTTCTCGGTGAAACTTCTGATATAAGCTGTTTCGGTCGTTATGGCCAGTCTATAACTGGAGGCGCTCTAGCTGCATGTCCTATAACAGTGCGAACTTATAATTTATAACCACGCCTGATAACACTCCGGTGGCCCTTGCTAATCCTGTGCCCGATGTTCCAGATGGCGTCAGTTCCGCATTCATCCCCGAAGTTAGGACACAGTAACAGCTACATAACCACCATGAGTTGTCCTTAAGAGTGGACTCATGAGTCCCTGCCTCACACCACCTTTCTCTAGCACGTGATCAGAGGCGCA", "method": "ctrl_dna"}
|
| 62 |
+
{"id": "ctrldna_Ast_61", "cell_type": "Ast", "candidate_enhancer": "AGATGCAAGCTACGAGATTAGAAGACGAGCTCGCTAGTGAATTCTATTCCACATTTTTCTAAGTAAAAGCCGGATTATGACATATCTTAATCCTTCTCATATGATGTCGAGATCTTTCTCATACAGACCTAACGACTATTCGGGCGGTTTGGGGCTTGTCATACTTGTGCGAAATCCTTAAAAGAAATGACATCATTCTGCTCGATAATGGCATAGAGTCAGTCGATTGAGTAAAGTCAAAGATTAAGCTAATAACGGCGACTCTGTAAAAGTTTGAAGGGGGGCTCGTATAGACTAGCGCAAGAGTTAGATGTACGAACTATGCCGATCGCACTCTACAATTTACGAAGCTAGTAGTATGCTATTTCTCGATTTCGCTTTATTTTTTCGATATTTAGAGGACGGCGGATTGTATAGTGGAATCATACGATACCACAGGGGTAAGAACACTACCTACCATAAATTTGTAGTAGATATAATCCGTGGCCTGCGTAATCGCAAGTAGTGTCTTAGTCCAAACGGAAGATAACTATCCTTGCGCCTCACCCTCATACCGCGTTATTTACCAAATATACCAACTCTATCCAGCGGACTAGATCT", "method": "ctrl_dna"}
|
| 63 |
+
{"id": "ctrldna_Ast_62", "cell_type": "Ast", "candidate_enhancer": "AATCACTAATACTACTGACACACCATCGTCTTGGATACGACTTTATGAATCACAACCTACATTCAACTGTTTCACGATTTTCATCAATGCCACTATATATGGGATGTGGTCTATCTCGTTTCGAACAACTTACGGGAACGTGGTGTTTTGAACTGATATGAGACCGATTTTTAAACCAGTAACTTTTTACTCAATTCTCCTACATCTACTAGAACTTTATTCACTTACAAAACGAGTATAGCCCGTAACACGCGCGCTTGATAAAGTTTTCGACAAAAAATCGCGATTTGTCTTATTATTGCGGTTATTGCTCGCTTTTTTGCAATAACCATCGTTACTTTAGAATAGGCGATCAAAAGGACTGAGAGGAGGTTTCGTAGAGGGAAGTAATACACTGGTTCCAGGCGTCAATAGACCCGGTGACTTGATAGTGCTACATCCGACTTACTCACGGGGCGAACATTGTAGTAAAAATTACGAAGCTAGCTCGTGCCGTAATTTCGATAGCAGATACTCAGGTTAGATATTTTATATTCGTTAAAGATGATCGATAATGAGTACACATGAGCTCGCCCATTGCGTTAAAGCTGTAGGTTAAAC", "method": "ctrl_dna"}
|
| 64 |
+
{"id": "ctrldna_Ast_63", "cell_type": "Ast", "candidate_enhancer": "ACNGAGATGATATGTGACAGAGCAGTGTTACGGAGTCCGAACATATAATAATTTACATAATGCTAAATGCCTCTCTGTCATAAGTCTACCTTCTATTATGAGACACTTTCCAGTATCGACTTACAGATTCAGAGACGCTTTTCTGCCTCTACACCCGAAGAATTCGAACCCTCGGATTTCATCGTAATAATGAAATATTTACAACAACAAGATTCCGAGAATTACGGTATATTGTTCTTGTTGAAAATACAGCGGGGGTACAATGTACAATCTTAGTAGACCCAGCTCTCGCTTATTCGCGCGAATCCCGCTCTTCACAGTCTATTACTCTCTAACGGTGTTTTTTAAGTACGAACCATTTCTCGGGCTGGAGGTCAATGCCGATTTATCGTCCGAAATGGCATCGTATTTTGAAAATAATAGTGAATACGCCGGGCAGAATCCAACTAAGTAGGCGTGTTACCGTGTACTCTAAGTTTTTACTGTACAGAGAGTATTAATCATGTTTGTTGCAAATGAGAAGTGCCGATCATGATATTATGACCGTCTCCTGCGTATTTAGCGGACCTGCACAGAATGTACCAAGGCCAGTACTGTATG", "method": "ctrl_dna"}
|
Ast/training_log.jsonl
ADDED
|
@@ -0,0 +1,180 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"step": 210, "loss": -7.744274139404297, "reward_mean": 0.11366889625787735, "constraint_violation_mean": 0.10012030601501465, "lambda_max": 0.02648896351456642, "lambda_mean": 0.01100054569542408, "elapsed_s": 4.3}
|
| 2 |
+
{"step": 220, "loss": -26.366512298583984, "reward_mean": 0.09491901099681854, "constraint_violation_mean": 0.152962788939476, "lambda_max": 0.05672815814614296, "lambda_mean": 0.021075425669550896, "elapsed_s": 7.5}
|
| 3 |
+
{"step": 230, "loss": -14.219799041748047, "reward_mean": 0.0077953701838850975, "constraint_violation_mean": 0.05343853682279587, "lambda_max": 0.08240412175655365, "lambda_mean": 0.03004891239106655, "elapsed_s": 10.8}
|
| 4 |
+
{"step": 240, "loss": -41.43367004394531, "reward_mean": 0.12489397823810577, "constraint_violation_mean": 0.10837861150503159, "lambda_max": 0.10635451972484589, "lambda_mean": 0.03985978662967682, "elapsed_s": 14.2}
|
| 5 |
+
{"step": 250, "loss": -35.42778778076172, "reward_mean": 0.11410340666770935, "constraint_violation_mean": 0.08186868578195572, "lambda_max": 0.1343228816986084, "lambda_mean": 0.0501873604953289, "elapsed_s": 17.6}
|
| 6 |
+
{"step": 260, "loss": -76.71034240722656, "reward_mean": 0.0002874242200050503, "constraint_violation_mean": 0.15169447660446167, "lambda_max": 0.16253912448883057, "lambda_mean": 0.05977807193994522, "elapsed_s": 21.0}
|
| 7 |
+
{"step": 270, "loss": -75.26356506347656, "reward_mean": 0.08668144047260284, "constraint_violation_mean": 0.1470552682876587, "lambda_max": 0.19009791314601898, "lambda_mean": 0.07137034088373184, "elapsed_s": 24.3}
|
| 8 |
+
{"step": 280, "loss": -59.91553497314453, "reward_mean": 2.2594727866476205e-08, "constraint_violation_mean": 0.09071844816207886, "lambda_max": 0.21821485459804535, "lambda_mean": 0.08229192346334457, "elapsed_s": 27.7}
|
| 9 |
+
{"step": 290, "loss": -111.6557846069336, "reward_mean": 0.12557744979858398, "constraint_violation_mean": 0.13749855756759644, "lambda_max": 0.2442609965801239, "lambda_mean": 0.09206704795360565, "elapsed_s": 31.0}
|
| 10 |
+
{"step": 300, "loss": -47.26425552368164, "reward_mean": 0.026032309979200363, "constraint_violation_mean": 0.09522579610347748, "lambda_max": 0.2719811797142029, "lambda_mean": 0.10363371670246124, "elapsed_s": 34.4}
|
| 11 |
+
{"step": 310, "loss": -126.9035415649414, "reward_mean": 0.08810654282569885, "constraint_violation_mean": 0.13438835740089417, "lambda_max": 0.3044031262397766, "lambda_mean": 0.11583420634269714, "elapsed_s": 37.8}
|
| 12 |
+
{"step": 320, "loss": -112.24254608154297, "reward_mean": 1.4900389942340553e-05, "constraint_violation_mean": 0.132380872964859, "lambda_max": 0.3322930932044983, "lambda_mean": 0.12718580663204193, "elapsed_s": 41.2}
|
| 13 |
+
{"step": 330, "loss": -151.10202026367188, "reward_mean": 4.432105015439447e-06, "constraint_violation_mean": 0.14205197989940643, "lambda_max": 0.3623517155647278, "lambda_mean": 0.13909706473350525, "elapsed_s": 45.0}
|
| 14 |
+
{"step": 340, "loss": -167.72543334960938, "reward_mean": 1.2166288797743618e-05, "constraint_violation_mean": 0.0988803431391716, "lambda_max": 0.3958744704723358, "lambda_mean": 0.15135586261749268, "elapsed_s": 48.3}
|
| 15 |
+
{"step": 350, "loss": -121.34337615966797, "reward_mean": 3.051501380468835e-06, "constraint_violation_mean": 0.0732991024851799, "lambda_max": 0.4248785376548767, "lambda_mean": 0.1611875593662262, "elapsed_s": 51.7}
|
| 16 |
+
{"step": 360, "loss": -163.8456268310547, "reward_mean": 0.1238989531993866, "constraint_violation_mean": 0.11621256172657013, "lambda_max": 0.45512571930885315, "lambda_mean": 0.17366889119148254, "elapsed_s": 55.1}
|
| 17 |
+
{"step": 370, "loss": -130.21200561523438, "reward_mean": 0.010369581170380116, "constraint_violation_mean": 0.11459600180387497, "lambda_max": 0.4875448942184448, "lambda_mean": 0.1858011931180954, "elapsed_s": 58.5}
|
| 18 |
+
{"step": 380, "loss": -78.33029174804688, "reward_mean": 0.2102336585521698, "constraint_violation_mean": 0.047703396528959274, "lambda_max": 0.5092113018035889, "lambda_mean": 0.1953309178352356, "elapsed_s": 61.9}
|
| 19 |
+
{"step": 390, "loss": -118.36396789550781, "reward_mean": 1.7373128002873273e-06, "constraint_violation_mean": 0.1075519323348999, "lambda_max": 0.5305043458938599, "lambda_mean": 0.20421740412712097, "elapsed_s": 65.3}
|
| 20 |
+
{"step": 400, "loss": -248.6046142578125, "reward_mean": 5.282951178742223e-07, "constraint_violation_mean": 0.12977081537246704, "lambda_max": 0.5595543384552002, "lambda_mean": 0.21446704864501953, "elapsed_s": 68.7}
|
| 21 |
+
{"step": 410, "loss": -202.63174438476562, "reward_mean": 4.0070546707127175e-12, "constraint_violation_mean": 0.07457190752029419, "lambda_max": 0.5843062400817871, "lambda_mean": 0.22443656623363495, "elapsed_s": 218.5}
|
| 22 |
+
{"step": 420, "loss": -178.58242797851562, "reward_mean": 1.926182449096814e-06, "constraint_violation_mean": 0.08498375117778778, "lambda_max": 0.6107368469238281, "lambda_mean": 0.23709498345851898, "elapsed_s": 222.0}
|
| 23 |
+
{"step": 430, "loss": -244.2084503173828, "reward_mean": 3.6009487058841216e-11, "constraint_violation_mean": 0.10856553167104721, "lambda_max": 0.6398962140083313, "lambda_mean": 0.24846923351287842, "elapsed_s": 225.3}
|
| 24 |
+
{"step": 440, "loss": -140.57962036132812, "reward_mean": 0.02950449474155903, "constraint_violation_mean": 0.07310058176517487, "lambda_max": 0.6668399572372437, "lambda_mean": 0.2593783736228943, "elapsed_s": 228.6}
|
| 25 |
+
{"step": 450, "loss": -243.74032592773438, "reward_mean": 0.002180998446419835, "constraint_violation_mean": 0.11316710710525513, "lambda_max": 0.6961751580238342, "lambda_mean": 0.2703403830528259, "elapsed_s": 232.1}
|
| 26 |
+
{"step": 460, "loss": -353.49688720703125, "reward_mean": 0.12096855789422989, "constraint_violation_mean": 0.1586012840270996, "lambda_max": 0.7271328568458557, "lambda_mean": 0.28334200382232666, "elapsed_s": 235.5}
|
| 27 |
+
{"step": 470, "loss": -174.76104736328125, "reward_mean": 2.3131055115754862e-07, "constraint_violation_mean": 0.10875370353460312, "lambda_max": 0.7588150501251221, "lambda_mean": 0.2965225279331207, "elapsed_s": 238.9}
|
| 28 |
+
{"step": 480, "loss": -373.3863220214844, "reward_mean": 0.0016766170738264918, "constraint_violation_mean": 0.15318730473518372, "lambda_max": 0.7809601426124573, "lambda_mean": 0.3071596622467041, "elapsed_s": 242.3}
|
| 29 |
+
{"step": 490, "loss": -446.2167663574219, "reward_mean": 0.018164968118071556, "constraint_violation_mean": 0.17617861926555634, "lambda_max": 0.8104977011680603, "lambda_mean": 0.31831666827201843, "elapsed_s": 245.8}
|
| 30 |
+
{"step": 500, "loss": -134.5349578857422, "reward_mean": 0.0023283238988369703, "constraint_violation_mean": 0.04721709340810776, "lambda_max": 0.8397036194801331, "lambda_mean": 0.3290804326534271, "elapsed_s": 249.1}
|
| 31 |
+
{"step": 510, "loss": -163.6646270751953, "reward_mean": 0.12339737266302109, "constraint_violation_mean": 0.06617572158575058, "lambda_max": 0.8655616044998169, "lambda_mean": 0.3384086489677429, "elapsed_s": 252.5}
|
| 32 |
+
{"step": 520, "loss": -353.9443664550781, "reward_mean": 4.612478732290981e-10, "constraint_violation_mean": 0.1475733518600464, "lambda_max": 0.9012176990509033, "lambda_mean": 0.35079225897789, "elapsed_s": 255.9}
|
| 33 |
+
{"step": 530, "loss": -400.03466796875, "reward_mean": 8.1772677731351e-06, "constraint_violation_mean": 0.1057729423046112, "lambda_max": 0.9331684112548828, "lambda_mean": 0.3614625334739685, "elapsed_s": 259.3}
|
| 34 |
+
{"step": 540, "loss": -243.6103973388672, "reward_mean": 3.837108053517113e-08, "constraint_violation_mean": 0.09286187589168549, "lambda_max": 0.9562026262283325, "lambda_mean": 0.37033796310424805, "elapsed_s": 262.7}
|
| 35 |
+
{"step": 550, "loss": -177.71942138671875, "reward_mean": 7.113222090993077e-05, "constraint_violation_mean": 0.06244410201907158, "lambda_max": 0.9848188757896423, "lambda_mean": 0.3801425099372864, "elapsed_s": 266.1}
|
| 36 |
+
{"step": 560, "loss": -371.36505126953125, "reward_mean": 1.7534193830215372e-06, "constraint_violation_mean": 0.11613042652606964, "lambda_max": 1.007551908493042, "lambda_mean": 0.3901280164718628, "elapsed_s": 269.4}
|
| 37 |
+
{"step": 570, "loss": -315.0310363769531, "reward_mean": 4.134678420086857e-06, "constraint_violation_mean": 0.11540337651968002, "lambda_max": 1.0343788862228394, "lambda_mean": 0.4023906886577606, "elapsed_s": 272.8}
|
| 38 |
+
{"step": 580, "loss": -377.8714294433594, "reward_mean": 3.684398325276561e-05, "constraint_violation_mean": 0.17020748555660248, "lambda_max": 1.0623619556427002, "lambda_mean": 0.4137525260448456, "elapsed_s": 276.1}
|
| 39 |
+
{"step": 590, "loss": -280.710693359375, "reward_mean": 0.002042107516899705, "constraint_violation_mean": 0.08897274732589722, "lambda_max": 1.0875446796417236, "lambda_mean": 0.42502638697624207, "elapsed_s": 279.4}
|
| 40 |
+
{"step": 600, "loss": -329.18292236328125, "reward_mean": 0.0002512303472030908, "constraint_violation_mean": 0.13023382425308228, "lambda_max": 1.1153671741485596, "lambda_mean": 0.4374903440475464, "elapsed_s": 282.8}
|
| 41 |
+
{"step": 610, "loss": -249.9541778564453, "reward_mean": 0.22537744045257568, "constraint_violation_mean": 0.09005986899137497, "lambda_max": 1.1378722190856934, "lambda_mean": 0.44850486516952515, "elapsed_s": 420.3}
|
| 42 |
+
{"step": 620, "loss": -493.66607666015625, "reward_mean": 5.873298960068496e-06, "constraint_violation_mean": 0.12986864149570465, "lambda_max": 1.1716291904449463, "lambda_mean": 0.46243196725845337, "elapsed_s": 423.9}
|
| 43 |
+
{"step": 630, "loss": -613.8285522460938, "reward_mean": 0.002446223283186555, "constraint_violation_mean": 0.17432168126106262, "lambda_max": 1.1951556205749512, "lambda_mean": 0.4726041257381439, "elapsed_s": 427.3}
|
| 44 |
+
{"step": 640, "loss": -564.1427001953125, "reward_mean": 6.340679829008877e-05, "constraint_violation_mean": 0.14823994040489197, "lambda_max": 1.2216007709503174, "lambda_mean": 0.48375844955444336, "elapsed_s": 430.7}
|
| 45 |
+
{"step": 650, "loss": -562.7117919921875, "reward_mean": 1.6902269805996184e-08, "constraint_violation_mean": 0.15668877959251404, "lambda_max": 1.2401585578918457, "lambda_mean": 0.4934990406036377, "elapsed_s": 434.1}
|
| 46 |
+
{"step": 660, "loss": -384.4378356933594, "reward_mean": 0.007744989357888699, "constraint_violation_mean": 0.08529481291770935, "lambda_max": 1.263101577758789, "lambda_mean": 0.5022491812705994, "elapsed_s": 437.4}
|
| 47 |
+
{"step": 670, "loss": -241.2341766357422, "reward_mean": 0.18132831156253815, "constraint_violation_mean": 0.07414453476667404, "lambda_max": 1.2927637100219727, "lambda_mean": 0.5132829546928406, "elapsed_s": 440.8}
|
| 48 |
+
{"step": 680, "loss": -421.7473449707031, "reward_mean": 0.12785275280475616, "constraint_violation_mean": 0.12146297097206116, "lambda_max": 1.3105546236038208, "lambda_mean": 0.524428129196167, "elapsed_s": 444.2}
|
| 49 |
+
{"step": 690, "loss": -277.0910949707031, "reward_mean": 9.242454552804702e-07, "constraint_violation_mean": 0.08109583705663681, "lambda_max": 1.331217885017395, "lambda_mean": 0.5341942310333252, "elapsed_s": 447.5}
|
| 50 |
+
{"step": 700, "loss": -418.84539794921875, "reward_mean": 1.4036076834145206e-07, "constraint_violation_mean": 0.10152217000722885, "lambda_max": 1.3589030504226685, "lambda_mean": 0.5450841784477234, "elapsed_s": 450.9}
|
| 51 |
+
{"step": 710, "loss": -471.3380432128906, "reward_mean": 1.8615925228004926e-06, "constraint_violation_mean": 0.08221685886383057, "lambda_max": 1.395573616027832, "lambda_mean": 0.5557623505592346, "elapsed_s": 454.3}
|
| 52 |
+
{"step": 720, "loss": -204.19949340820312, "reward_mean": 0.006655628327280283, "constraint_violation_mean": 0.049869801849126816, "lambda_max": 1.4206279516220093, "lambda_mean": 0.5645719766616821, "elapsed_s": 457.7}
|
| 53 |
+
{"step": 730, "loss": -317.2752380371094, "reward_mean": 6.1276423366507515e-06, "constraint_violation_mean": 0.053905051201581955, "lambda_max": 1.4529553651809692, "lambda_mean": 0.5754194855690002, "elapsed_s": 461.0}
|
| 54 |
+
{"step": 740, "loss": -344.51806640625, "reward_mean": 8.126479400516473e-08, "constraint_violation_mean": 0.062359195202589035, "lambda_max": 1.4842119216918945, "lambda_mean": 0.5876357555389404, "elapsed_s": 464.4}
|
| 55 |
+
{"step": 750, "loss": -337.3141174316406, "reward_mean": 0.002550037344917655, "constraint_violation_mean": 0.0819520354270935, "lambda_max": 1.5095868110656738, "lambda_mean": 0.5986123085021973, "elapsed_s": 467.7}
|
| 56 |
+
{"step": 760, "loss": -770.809814453125, "reward_mean": 0.004806892946362495, "constraint_violation_mean": 0.17416028678417206, "lambda_max": 1.5376132726669312, "lambda_mean": 0.6135373711585999, "elapsed_s": 471.1}
|
| 57 |
+
{"step": 770, "loss": -627.8881225585938, "reward_mean": 1.1517244047354325e-08, "constraint_violation_mean": 0.09365849196910858, "lambda_max": 1.5598392486572266, "lambda_mean": 0.6241823434829712, "elapsed_s": 474.4}
|
| 58 |
+
{"step": 780, "loss": -198.2021942138672, "reward_mean": 0.034192927181720734, "constraint_violation_mean": 0.047221384942531586, "lambda_max": 1.5957716703414917, "lambda_mean": 0.634314775466919, "elapsed_s": 477.8}
|
| 59 |
+
{"step": 790, "loss": -368.09527587890625, "reward_mean": 0.0222710482776165, "constraint_violation_mean": 0.07178082317113876, "lambda_max": 1.6220672130584717, "lambda_mean": 0.6444774866104126, "elapsed_s": 481.9}
|
| 60 |
+
{"step": 800, "loss": -491.110107421875, "reward_mean": 0.09643523395061493, "constraint_violation_mean": 0.09534742683172226, "lambda_max": 1.6447384357452393, "lambda_mean": 0.6545067429542542, "elapsed_s": 485.3}
|
| 61 |
+
{"step": 810, "loss": -347.0119934082031, "reward_mean": 8.156463081832044e-06, "constraint_violation_mean": 0.08815955370664597, "lambda_max": 1.6692453622817993, "lambda_mean": 0.6650216579437256, "elapsed_s": 721.7}
|
| 62 |
+
{"step": 820, "loss": -594.1884765625, "reward_mean": 5.12248334416654e-06, "constraint_violation_mean": 0.11935316771268845, "lambda_max": 1.6986011266708374, "lambda_mean": 0.6764361262321472, "elapsed_s": 726.0}
|
| 63 |
+
{"step": 830, "loss": -158.52471923828125, "reward_mean": 0.00022535331663675606, "constraint_violation_mean": 0.06930987536907196, "lambda_max": 1.7202955484390259, "lambda_mean": 0.685667872428894, "elapsed_s": 729.4}
|
| 64 |
+
{"step": 840, "loss": -810.61279296875, "reward_mean": 5.416470685304375e-06, "constraint_violation_mean": 0.13107579946517944, "lambda_max": 1.7452086210250854, "lambda_mean": 0.6976515650749207, "elapsed_s": 732.8}
|
| 65 |
+
{"step": 850, "loss": -453.8659973144531, "reward_mean": 0.1392054557800293, "constraint_violation_mean": 0.12694165110588074, "lambda_max": 1.7707706689834595, "lambda_mean": 0.7082206010818481, "elapsed_s": 736.2}
|
| 66 |
+
{"step": 860, "loss": -608.88818359375, "reward_mean": 0.0062237512320280075, "constraint_violation_mean": 0.09769611060619354, "lambda_max": 1.7955864667892456, "lambda_mean": 0.7182315587997437, "elapsed_s": 739.6}
|
| 67 |
+
{"step": 870, "loss": -471.0045166015625, "reward_mean": 0.11436296999454498, "constraint_violation_mean": 0.09334313869476318, "lambda_max": 1.8134722709655762, "lambda_mean": 0.727716863155365, "elapsed_s": 742.9}
|
| 68 |
+
{"step": 880, "loss": -388.3851318359375, "reward_mean": 3.58423079660497e-07, "constraint_violation_mean": 0.076544851064682, "lambda_max": 1.8297513723373413, "lambda_mean": 0.7373329997062683, "elapsed_s": 746.3}
|
| 69 |
+
{"step": 890, "loss": -1128.182861328125, "reward_mean": 0.19960911571979523, "constraint_violation_mean": 0.19276663661003113, "lambda_max": 1.8550517559051514, "lambda_mean": 0.7502152323722839, "elapsed_s": 749.7}
|
| 70 |
+
{"step": 900, "loss": -593.64501953125, "reward_mean": 0.0036291866563260555, "constraint_violation_mean": 0.08994022011756897, "lambda_max": 1.8810120820999146, "lambda_mean": 0.7601436376571655, "elapsed_s": 753.1}
|
| 71 |
+
{"step": 910, "loss": -1222.6998291015625, "reward_mean": 3.830375874258607e-07, "constraint_violation_mean": 0.26420649886131287, "lambda_max": 1.904209852218628, "lambda_mean": 0.7712036967277527, "elapsed_s": 756.8}
|
| 72 |
+
{"step": 920, "loss": -765.216064453125, "reward_mean": 0.12382865697145462, "constraint_violation_mean": 0.1210663914680481, "lambda_max": 1.9277610778808594, "lambda_mean": 0.7800425887107849, "elapsed_s": 760.2}
|
| 73 |
+
{"step": 930, "loss": -788.9483642578125, "reward_mean": 0.033872637897729874, "constraint_violation_mean": 0.1855301856994629, "lambda_max": 1.9558361768722534, "lambda_mean": 0.7920522093772888, "elapsed_s": 763.7}
|
| 74 |
+
{"step": 940, "loss": -648.7366943359375, "reward_mean": 0.0004143130499869585, "constraint_violation_mean": 0.09233105182647705, "lambda_max": 1.9794375896453857, "lambda_mean": 0.8019704818725586, "elapsed_s": 767.1}
|
| 75 |
+
{"step": 950, "loss": -539.3751220703125, "reward_mean": 0.12490396946668625, "constraint_violation_mean": 0.10432731360197067, "lambda_max": 2.0025694370269775, "lambda_mean": 0.8120717406272888, "elapsed_s": 770.5}
|
| 76 |
+
{"step": 960, "loss": -332.9735107421875, "reward_mean": 1.6823576061142376e-06, "constraint_violation_mean": 0.04047348350286484, "lambda_max": 2.023442506790161, "lambda_mean": 0.8234362602233887, "elapsed_s": 773.9}
|
| 77 |
+
{"step": 970, "loss": -399.4805908203125, "reward_mean": 0.0485934354364872, "constraint_violation_mean": 0.06067565828561783, "lambda_max": 2.0449182987213135, "lambda_mean": 0.8313412666320801, "elapsed_s": 777.3}
|
| 78 |
+
{"step": 980, "loss": -812.5352783203125, "reward_mean": 0.0043999566696584225, "constraint_violation_mean": 0.11185231804847717, "lambda_max": 2.0647361278533936, "lambda_mean": 0.8406239748001099, "elapsed_s": 780.7}
|
| 79 |
+
{"step": 990, "loss": -430.621337890625, "reward_mean": 0.009768838062882423, "constraint_violation_mean": 0.06404751539230347, "lambda_max": 2.0899269580841064, "lambda_mean": 0.8519042730331421, "elapsed_s": 784.2}
|
| 80 |
+
{"step": 1000, "loss": -777.7125244140625, "reward_mean": 0.11958593875169754, "constraint_violation_mean": 0.10648462176322937, "lambda_max": 2.1173198223114014, "lambda_mean": 0.8638514876365662, "elapsed_s": 787.5}
|
| 81 |
+
{"step": 1010, "loss": -734.8583984375, "reward_mean": 0.008447431959211826, "constraint_violation_mean": 0.09400284290313721, "lambda_max": 2.144608497619629, "lambda_mean": 0.8747718334197998, "elapsed_s": 1078.7}
|
| 82 |
+
{"step": 1020, "loss": -360.8338317871094, "reward_mean": 7.910300886537769e-11, "constraint_violation_mean": 0.05640829727053642, "lambda_max": 2.1626698970794678, "lambda_mean": 0.8841864466667175, "elapsed_s": 1082.1}
|
| 83 |
+
{"step": 1030, "loss": -810.5535888671875, "reward_mean": 0.10344438254833221, "constraint_violation_mean": 0.1318279355764389, "lambda_max": 2.1887574195861816, "lambda_mean": 0.8958114981651306, "elapsed_s": 1085.5}
|
| 84 |
+
{"step": 1040, "loss": -609.3526000976562, "reward_mean": 0.011098474264144897, "constraint_violation_mean": 0.07738598436117172, "lambda_max": 2.209967613220215, "lambda_mean": 0.9037725329399109, "elapsed_s": 1088.9}
|
| 85 |
+
{"step": 1050, "loss": -701.0938720703125, "reward_mean": 1.200522170563545e-08, "constraint_violation_mean": 0.09344516694545746, "lambda_max": 2.234957218170166, "lambda_mean": 0.9131697416305542, "elapsed_s": 1092.3}
|
| 86 |
+
{"step": 1060, "loss": -543.3430786132812, "reward_mean": 0.12100809067487717, "constraint_violation_mean": 0.06567930430173874, "lambda_max": 2.262305736541748, "lambda_mean": 0.9243814945220947, "elapsed_s": 1095.7}
|
| 87 |
+
{"step": 1070, "loss": -688.994140625, "reward_mean": 0.00951892789453268, "constraint_violation_mean": 0.09136506170034409, "lambda_max": 2.285824775695801, "lambda_mean": 0.9360288977622986, "elapsed_s": 1099.1}
|
| 88 |
+
{"step": 1080, "loss": -645.3477783203125, "reward_mean": 2.0303959902268076e-11, "constraint_violation_mean": 0.07825201749801636, "lambda_max": 2.311605930328369, "lambda_mean": 0.947196364402771, "elapsed_s": 1102.5}
|
| 89 |
+
{"step": 1090, "loss": -586.5458984375, "reward_mean": 0.007912182249128819, "constraint_violation_mean": 0.08886963129043579, "lambda_max": 2.3298542499542236, "lambda_mean": 0.9568626284599304, "elapsed_s": 1105.9}
|
| 90 |
+
{"step": 1100, "loss": -828.55078125, "reward_mean": 0.0007585784769617021, "constraint_violation_mean": 0.10092320293188095, "lambda_max": 2.3479294776916504, "lambda_mean": 0.9667999744415283, "elapsed_s": 1108.6}
|
| 91 |
+
{"step": 1110, "loss": -252.49334716796875, "reward_mean": 0.12972833216190338, "constraint_violation_mean": 0.04704229533672333, "lambda_max": 2.3738913536071777, "lambda_mean": 0.9773649573326111, "elapsed_s": 1111.2}
|
| 92 |
+
{"step": 1120, "loss": -865.3463134765625, "reward_mean": 0.002616713522002101, "constraint_violation_mean": 0.10890819132328033, "lambda_max": 2.395911931991577, "lambda_mean": 0.9873090982437134, "elapsed_s": 1113.9}
|
| 93 |
+
{"step": 1130, "loss": -529.3556518554688, "reward_mean": 0.00022601697128266096, "constraint_violation_mean": 0.11946435272693634, "lambda_max": 2.4112374782562256, "lambda_mean": 0.9975433349609375, "elapsed_s": 1116.5}
|
| 94 |
+
{"step": 1140, "loss": -345.23699951171875, "reward_mean": 0.03384959697723389, "constraint_violation_mean": 0.03360021114349365, "lambda_max": 2.431340217590332, "lambda_mean": 1.0091478824615479, "elapsed_s": 1119.2}
|
| 95 |
+
{"step": 1150, "loss": -869.3185424804688, "reward_mean": 0.11936298757791519, "constraint_violation_mean": 0.11444889008998871, "lambda_max": 2.4506471157073975, "lambda_mean": 1.018761157989502, "elapsed_s": 1122.6}
|
| 96 |
+
{"step": 1160, "loss": -622.76123046875, "reward_mean": 0.027742888778448105, "constraint_violation_mean": 0.11807067692279816, "lambda_max": 2.4799787998199463, "lambda_mean": 1.029856562614441, "elapsed_s": 1125.9}
|
| 97 |
+
{"step": 1170, "loss": -543.9259643554688, "reward_mean": 0.022271910682320595, "constraint_violation_mean": 0.10619837045669556, "lambda_max": 2.4992828369140625, "lambda_mean": 1.0402891635894775, "elapsed_s": 1129.3}
|
| 98 |
+
{"step": 1180, "loss": -672.898681640625, "reward_mean": 0.23690608143806458, "constraint_violation_mean": 0.07567831873893738, "lambda_max": 2.5219266414642334, "lambda_mean": 1.0527586936950684, "elapsed_s": 1132.7}
|
| 99 |
+
{"step": 1190, "loss": -634.37744140625, "reward_mean": 0.0005488353781402111, "constraint_violation_mean": 0.07004053890705109, "lambda_max": 2.5449979305267334, "lambda_mean": 1.0638229846954346, "elapsed_s": 1136.2}
|
| 100 |
+
{"step": 1200, "loss": -994.6234130859375, "reward_mean": 2.576336555648595e-06, "constraint_violation_mean": 0.1350702941417694, "lambda_max": 2.5647804737091064, "lambda_mean": 1.0739282369613647, "elapsed_s": 1139.6}
|
| 101 |
+
{"step": 1210, "loss": -278.66839599609375, "reward_mean": 2.8241567633813247e-05, "constraint_violation_mean": 0.045702069997787476, "lambda_max": 2.5825955867767334, "lambda_mean": 1.0829766988754272, "elapsed_s": 1379.6}
|
| 102 |
+
{"step": 1220, "loss": -1182.835693359375, "reward_mean": 0.00021151536202523857, "constraint_violation_mean": 0.1355562061071396, "lambda_max": 2.6001882553100586, "lambda_mean": 1.0918043851852417, "elapsed_s": 1382.2}
|
| 103 |
+
{"step": 1230, "loss": -1036.0587158203125, "reward_mean": 0.17574545741081238, "constraint_violation_mean": 0.12201233953237534, "lambda_max": 2.6241202354431152, "lambda_mean": 1.1019909381866455, "elapsed_s": 1384.9}
|
| 104 |
+
{"step": 1240, "loss": -1414.17236328125, "reward_mean": 0.14317859709262848, "constraint_violation_mean": 0.13555195927619934, "lambda_max": 2.654505491256714, "lambda_mean": 1.1128029823303223, "elapsed_s": 1387.5}
|
| 105 |
+
{"step": 1250, "loss": -1240.484375, "reward_mean": 0.07713920623064041, "constraint_violation_mean": 0.16376426815986633, "lambda_max": 2.66904354095459, "lambda_mean": 1.121652364730835, "elapsed_s": 1390.1}
|
| 106 |
+
{"step": 1260, "loss": -1292.3121337890625, "reward_mean": 1.7640980690125652e-11, "constraint_violation_mean": 0.14231808483600616, "lambda_max": 2.7010347843170166, "lambda_mean": 1.1354646682739258, "elapsed_s": 1392.8}
|
| 107 |
+
{"step": 1270, "loss": -776.2315673828125, "reward_mean": 0.12512673437595367, "constraint_violation_mean": 0.09070434421300888, "lambda_max": 2.72043514251709, "lambda_mean": 1.1448493003845215, "elapsed_s": 1395.4}
|
| 108 |
+
{"step": 1280, "loss": -1053.8309326171875, "reward_mean": 0.04769396781921387, "constraint_violation_mean": 0.09512104839086533, "lambda_max": 2.7412805557250977, "lambda_mean": 1.1559808254241943, "elapsed_s": 1398.8}
|
| 109 |
+
{"step": 1290, "loss": -1200.04248046875, "reward_mean": 1.5265870388248004e-05, "constraint_violation_mean": 0.13102279603481293, "lambda_max": 2.7620270252227783, "lambda_mean": 1.1662156581878662, "elapsed_s": 1401.7}
|
| 110 |
+
{"step": 1300, "loss": -950.4143676757812, "reward_mean": 0.1223563700914383, "constraint_violation_mean": 0.10789257287979126, "lambda_max": 2.794296979904175, "lambda_mean": 1.1772966384887695, "elapsed_s": 1404.4}
|
| 111 |
+
{"step": 1310, "loss": -922.9647827148438, "reward_mean": 0.00015619125042576343, "constraint_violation_mean": 0.0911693423986435, "lambda_max": 2.8175766468048096, "lambda_mean": 1.185734510421753, "elapsed_s": 1407.2}
|
| 112 |
+
{"step": 1320, "loss": -534.7919311523438, "reward_mean": 0.05857304111123085, "constraint_violation_mean": 0.06430003046989441, "lambda_max": 2.836193799972534, "lambda_mean": 1.195598840713501, "elapsed_s": 1410.5}
|
| 113 |
+
{"step": 1330, "loss": -1121.568115234375, "reward_mean": 2.251445494039217e-06, "constraint_violation_mean": 0.12253016233444214, "lambda_max": 2.8552722930908203, "lambda_mean": 1.2064697742462158, "elapsed_s": 1413.9}
|
| 114 |
+
{"step": 1340, "loss": -309.9080505371094, "reward_mean": 0.014614790678024292, "constraint_violation_mean": 0.03901480883359909, "lambda_max": 2.870837450027466, "lambda_mean": 1.2151670455932617, "elapsed_s": 1417.3}
|
| 115 |
+
{"step": 1350, "loss": -1046.7197265625, "reward_mean": 4.840142082684906e-06, "constraint_violation_mean": 0.09575589001178741, "lambda_max": 2.894134283065796, "lambda_mean": 1.2248128652572632, "elapsed_s": 1420.5}
|
| 116 |
+
{"step": 1360, "loss": -1271.074951171875, "reward_mean": 2.4452538127661683e-06, "constraint_violation_mean": 0.13648346066474915, "lambda_max": 2.9102494716644287, "lambda_mean": 1.2344402074813843, "elapsed_s": 1423.9}
|
| 117 |
+
{"step": 1370, "loss": -1331.2120361328125, "reward_mean": 3.7318541217246093e-06, "constraint_violation_mean": 0.19271856546401978, "lambda_max": 2.926515817642212, "lambda_mean": 1.244986653327942, "elapsed_s": 1427.3}
|
| 118 |
+
{"step": 1380, "loss": -788.7661743164062, "reward_mean": 0.11221364885568619, "constraint_violation_mean": 0.08872441947460175, "lambda_max": 2.9493112564086914, "lambda_mean": 1.2562448978424072, "elapsed_s": 1430.6}
|
| 119 |
+
{"step": 1390, "loss": -835.5900268554688, "reward_mean": 2.6551104383543134e-05, "constraint_violation_mean": 0.12742196023464203, "lambda_max": 2.9663922786712646, "lambda_mean": 1.2674037218093872, "elapsed_s": 1434.0}
|
| 120 |
+
{"step": 1400, "loss": -556.4442138671875, "reward_mean": 4.731845547212288e-05, "constraint_violation_mean": 0.06482183933258057, "lambda_max": 2.9897172451019287, "lambda_mean": 1.2789709568023682, "elapsed_s": 1437.3}
|
| 121 |
+
{"step": 1410, "loss": -421.1709899902344, "reward_mean": 1.2982653061044402e-05, "constraint_violation_mean": 0.050739437341690063, "lambda_max": 3.0080721378326416, "lambda_mean": 1.2881174087524414, "elapsed_s": 1721.8}
|
| 122 |
+
{"step": 1420, "loss": -874.18212890625, "reward_mean": 7.490090411010897e-06, "constraint_violation_mean": 0.1037922203540802, "lambda_max": 3.0259411334991455, "lambda_mean": 1.2993407249450684, "elapsed_s": 1725.2}
|
| 123 |
+
{"step": 1430, "loss": -664.082275390625, "reward_mean": 1.919196620292496e-06, "constraint_violation_mean": 0.08569788187742233, "lambda_max": 3.0511090755462646, "lambda_mean": 1.3091322183609009, "elapsed_s": 1728.6}
|
| 124 |
+
{"step": 1440, "loss": -911.3240356445312, "reward_mean": 0.1199924424290657, "constraint_violation_mean": 0.08389511704444885, "lambda_max": 3.0699565410614014, "lambda_mean": 1.3177989721298218, "elapsed_s": 1732.0}
|
| 125 |
+
{"step": 1450, "loss": -1470.272705078125, "reward_mean": 0.016769491136074066, "constraint_violation_mean": 0.15128427743911743, "lambda_max": 3.096864938735962, "lambda_mean": 1.3287084102630615, "elapsed_s": 1735.4}
|
| 126 |
+
{"step": 1460, "loss": -665.8255004882812, "reward_mean": 0.1455582082271576, "constraint_violation_mean": 0.09008592367172241, "lambda_max": 3.119666337966919, "lambda_mean": 1.3398884534835815, "elapsed_s": 1738.1}
|
| 127 |
+
{"step": 1470, "loss": -969.1920166015625, "reward_mean": 1.0799968208630162e-07, "constraint_violation_mean": 0.12922221422195435, "lambda_max": 3.1414530277252197, "lambda_mean": 1.351579189300537, "elapsed_s": 1741.4}
|
| 128 |
+
{"step": 1480, "loss": -1263.6552734375, "reward_mean": 0.04011637344956398, "constraint_violation_mean": 0.15045566856861115, "lambda_max": 3.169762134552002, "lambda_mean": 1.3645128011703491, "elapsed_s": 1744.8}
|
| 129 |
+
{"step": 1490, "loss": -1488.2794189453125, "reward_mean": 0.00013917605974711478, "constraint_violation_mean": 0.15418179333209991, "lambda_max": 3.1895642280578613, "lambda_mean": 1.3774042129516602, "elapsed_s": 1748.2}
|
| 130 |
+
{"step": 1500, "loss": -806.0722045898438, "reward_mean": 3.901363925251644e-06, "constraint_violation_mean": 0.08972325176000595, "lambda_max": 3.207362174987793, "lambda_mean": 1.3864037990570068, "elapsed_s": 1751.5}
|
| 131 |
+
{"step": 1510, "loss": -1138.103759765625, "reward_mean": 0.12034940719604492, "constraint_violation_mean": 0.1024000495672226, "lambda_max": 3.2308895587921143, "lambda_mean": 1.3944640159606934, "elapsed_s": 1754.9}
|
| 132 |
+
{"step": 1520, "loss": -1640.4801025390625, "reward_mean": 8.631882337795105e-07, "constraint_violation_mean": 0.12732112407684326, "lambda_max": 3.2579009532928467, "lambda_mean": 1.4051541090011597, "elapsed_s": 1758.3}
|
| 133 |
+
{"step": 1530, "loss": -1570.2908935546875, "reward_mean": 0.12171279639005661, "constraint_violation_mean": 0.13287398219108582, "lambda_max": 3.279538154602051, "lambda_mean": 1.4172691106796265, "elapsed_s": 1761.7}
|
| 134 |
+
{"step": 1540, "loss": -955.5277099609375, "reward_mean": 5.834639715818213e-11, "constraint_violation_mean": 0.07612887024879456, "lambda_max": 3.305637836456299, "lambda_mean": 1.4297585487365723, "elapsed_s": 1765.1}
|
| 135 |
+
{"step": 1550, "loss": -1179.1402587890625, "reward_mean": 0.17336121201515198, "constraint_violation_mean": 0.12136809527873993, "lambda_max": 3.3263111114501953, "lambda_mean": 1.4395192861557007, "elapsed_s": 1768.5}
|
| 136 |
+
{"step": 1560, "loss": -1592.368896484375, "reward_mean": 0.0006709337467327714, "constraint_violation_mean": 0.14103567600250244, "lambda_max": 3.350156545639038, "lambda_mean": 1.449216604232788, "elapsed_s": 1771.8}
|
| 137 |
+
{"step": 1570, "loss": -721.2420043945312, "reward_mean": 1.4456943972618319e-05, "constraint_violation_mean": 0.06328234821557999, "lambda_max": 3.373359441757202, "lambda_mean": 1.4592950344085693, "elapsed_s": 1775.1}
|
| 138 |
+
{"step": 1580, "loss": -1386.9451904296875, "reward_mean": 0.23907685279846191, "constraint_violation_mean": 0.13313153386116028, "lambda_max": 3.3991119861602783, "lambda_mean": 1.4713414907455444, "elapsed_s": 1778.4}
|
| 139 |
+
{"step": 1590, "loss": -1489.711181640625, "reward_mean": 0.12497924268245697, "constraint_violation_mean": 0.12106187641620636, "lambda_max": 3.4239630699157715, "lambda_mean": 1.4817314147949219, "elapsed_s": 1781.8}
|
| 140 |
+
{"step": 1600, "loss": -472.216552734375, "reward_mean": 3.867033956339583e-05, "constraint_violation_mean": 0.05947181582450867, "lambda_max": 3.44272518157959, "lambda_mean": 1.4924019575119019, "elapsed_s": 1785.1}
|
| 141 |
+
{"step": 1610, "loss": -1323.893798828125, "reward_mean": 0.007151494733989239, "constraint_violation_mean": 0.12020622193813324, "lambda_max": 3.459277391433716, "lambda_mean": 1.5027601718902588, "elapsed_s": 2052.0}
|
| 142 |
+
{"step": 1620, "loss": -828.0076904296875, "reward_mean": 0.0003953685809392482, "constraint_violation_mean": 0.08148666471242905, "lambda_max": 3.482295274734497, "lambda_mean": 1.5125815868377686, "elapsed_s": 2054.9}
|
| 143 |
+
{"step": 1630, "loss": -1570.0966796875, "reward_mean": 0.021685943007469177, "constraint_violation_mean": 0.15283653140068054, "lambda_max": 3.5031445026397705, "lambda_mean": 1.5219510793685913, "elapsed_s": 2058.3}
|
| 144 |
+
{"step": 1640, "loss": -991.704833984375, "reward_mean": 0.0024651437997817993, "constraint_violation_mean": 0.10187335312366486, "lambda_max": 3.52526593208313, "lambda_mean": 1.532123327255249, "elapsed_s": 2060.9}
|
| 145 |
+
{"step": 1650, "loss": -515.1879272460938, "reward_mean": 0.12168052047491074, "constraint_violation_mean": 0.05135227367281914, "lambda_max": 3.5476858615875244, "lambda_mean": 1.5406532287597656, "elapsed_s": 2063.6}
|
| 146 |
+
{"step": 1660, "loss": -1706.412841796875, "reward_mean": 2.3642794531042455e-06, "constraint_violation_mean": 0.14872770011425018, "lambda_max": 3.569917678833008, "lambda_mean": 1.5527747869491577, "elapsed_s": 2066.2}
|
| 147 |
+
{"step": 1670, "loss": -651.0474243164062, "reward_mean": 0.12364719808101654, "constraint_violation_mean": 0.05809986591339111, "lambda_max": 3.593147039413452, "lambda_mean": 1.5640777349472046, "elapsed_s": 2068.9}
|
| 148 |
+
{"step": 1680, "loss": -1387.826171875, "reward_mean": 7.469947718163894e-07, "constraint_violation_mean": 0.10513545572757721, "lambda_max": 3.6078438758850098, "lambda_mean": 1.5745065212249756, "elapsed_s": 2071.5}
|
| 149 |
+
{"step": 1690, "loss": -711.8668212890625, "reward_mean": 4.859985125449384e-08, "constraint_violation_mean": 0.05983193963766098, "lambda_max": 3.630768299102783, "lambda_mean": 1.5845601558685303, "elapsed_s": 2074.9}
|
| 150 |
+
{"step": 1700, "loss": -956.0186767578125, "reward_mean": 2.9132473855497665e-07, "constraint_violation_mean": 0.08734069764614105, "lambda_max": 3.6465392112731934, "lambda_mean": 1.5931193828582764, "elapsed_s": 2078.2}
|
| 151 |
+
{"step": 1710, "loss": -1236.861572265625, "reward_mean": 0.37092387676239014, "constraint_violation_mean": 0.09615911543369293, "lambda_max": 3.6681900024414062, "lambda_mean": 1.6023612022399902, "elapsed_s": 2081.6}
|
| 152 |
+
{"step": 1720, "loss": -1330.963134765625, "reward_mean": 0.12635205686092377, "constraint_violation_mean": 0.14432430267333984, "lambda_max": 3.6879844665527344, "lambda_mean": 1.6124837398529053, "elapsed_s": 2085.0}
|
| 153 |
+
{"step": 1730, "loss": -853.289794921875, "reward_mean": 5.263763114271569e-08, "constraint_violation_mean": 0.11214970052242279, "lambda_max": 3.7089297771453857, "lambda_mean": 1.6246932744979858, "elapsed_s": 2088.4}
|
| 154 |
+
{"step": 1740, "loss": -498.87396240234375, "reward_mean": 0.02330843359231949, "constraint_violation_mean": 0.052003227174282074, "lambda_max": 3.7263636589050293, "lambda_mean": 1.6317609548568726, "elapsed_s": 2091.7}
|
| 155 |
+
{"step": 1750, "loss": -1278.2386474609375, "reward_mean": 6.451698936871253e-06, "constraint_violation_mean": 0.10146455466747284, "lambda_max": 3.741267204284668, "lambda_mean": 1.6415879726409912, "elapsed_s": 2095.1}
|
| 156 |
+
{"step": 1760, "loss": -950.5655517578125, "reward_mean": 0.00016649393364787102, "constraint_violation_mean": 0.06485941261053085, "lambda_max": 3.7647969722747803, "lambda_mean": 1.6504278182983398, "elapsed_s": 2098.5}
|
| 157 |
+
{"step": 1770, "loss": -1155.623291015625, "reward_mean": 6.573388236574829e-05, "constraint_violation_mean": 0.0837843269109726, "lambda_max": 3.787666082382202, "lambda_mean": 1.6582870483398438, "elapsed_s": 2101.9}
|
| 158 |
+
{"step": 1780, "loss": -1610.313232421875, "reward_mean": 0.12483393400907516, "constraint_violation_mean": 0.12328153848648071, "lambda_max": 3.808302402496338, "lambda_mean": 1.6672618389129639, "elapsed_s": 2105.3}
|
| 159 |
+
{"step": 1790, "loss": -1957.1134033203125, "reward_mean": 1.619455325396757e-08, "constraint_violation_mean": 0.15798720717430115, "lambda_max": 3.828136920928955, "lambda_mean": 1.6782902479171753, "elapsed_s": 2108.7}
|
| 160 |
+
{"step": 1800, "loss": -1785.78369140625, "reward_mean": 0.08897782862186432, "constraint_violation_mean": 0.1187029480934143, "lambda_max": 3.849886894226074, "lambda_mean": 1.6882003545761108, "elapsed_s": 2112.1}
|
| 161 |
+
{"step": 1810, "loss": -1649.487548828125, "reward_mean": 4.776944138029648e-07, "constraint_violation_mean": 0.11579521000385284, "lambda_max": 3.8738646507263184, "lambda_mean": 1.6968011856079102, "elapsed_s": 2267.0}
|
| 162 |
+
{"step": 1820, "loss": -1810.4512939453125, "reward_mean": 0.0024950706865638494, "constraint_violation_mean": 0.12233715504407883, "lambda_max": 3.896794080734253, "lambda_mean": 1.706784963607788, "elapsed_s": 2270.5}
|
| 163 |
+
{"step": 1830, "loss": -732.8317260742188, "reward_mean": 0.00032704381737858057, "constraint_violation_mean": 0.07384869456291199, "lambda_max": 3.917515277862549, "lambda_mean": 1.7170623540878296, "elapsed_s": 2273.9}
|
| 164 |
+
{"step": 1840, "loss": -911.1242065429688, "reward_mean": 2.122726217024251e-09, "constraint_violation_mean": 0.06890800595283508, "lambda_max": 3.9366602897644043, "lambda_mean": 1.7258670330047607, "elapsed_s": 2277.3}
|
| 165 |
+
{"step": 1850, "loss": -929.641357421875, "reward_mean": 0.12265855073928833, "constraint_violation_mean": 0.06442809104919434, "lambda_max": 3.954329013824463, "lambda_mean": 1.7350276708602905, "elapsed_s": 2280.8}
|
| 166 |
+
{"step": 1860, "loss": -693.7208251953125, "reward_mean": 0.1222614049911499, "constraint_violation_mean": 0.07712851464748383, "lambda_max": 3.9715416431427, "lambda_mean": 1.743970274925232, "elapsed_s": 2284.2}
|
| 167 |
+
{"step": 1870, "loss": -308.410888671875, "reward_mean": 0.2854290008544922, "constraint_violation_mean": 0.040475256741046906, "lambda_max": 3.9936277866363525, "lambda_mean": 1.752563714981079, "elapsed_s": 2287.6}
|
| 168 |
+
{"step": 1880, "loss": -1490.771728515625, "reward_mean": 0.00020163381122983992, "constraint_violation_mean": 0.10731691122055054, "lambda_max": 4.019088268280029, "lambda_mean": 1.761806845664978, "elapsed_s": 2291.0}
|
| 169 |
+
{"step": 1890, "loss": -1542.0380859375, "reward_mean": 0.06459837406873703, "constraint_violation_mean": 0.13662193715572357, "lambda_max": 4.038201808929443, "lambda_mean": 1.7704994678497314, "elapsed_s": 2294.5}
|
| 170 |
+
{"step": 1900, "loss": -720.2496337890625, "reward_mean": 8.426466592936777e-06, "constraint_violation_mean": 0.06523433327674866, "lambda_max": 4.058505535125732, "lambda_mean": 1.7815577983856201, "elapsed_s": 2297.9}
|
| 171 |
+
{"step": 1910, "loss": -2032.3743896484375, "reward_mean": 0.06185109540820122, "constraint_violation_mean": 0.17002403736114502, "lambda_max": 4.079793453216553, "lambda_mean": 1.7921714782714844, "elapsed_s": 2301.3}
|
| 172 |
+
{"step": 1920, "loss": -1107.8511962890625, "reward_mean": 6.024246249580756e-05, "constraint_violation_mean": 0.06934727728366852, "lambda_max": 4.1057658195495605, "lambda_mean": 1.805481195449829, "elapsed_s": 2304.8}
|
| 173 |
+
{"step": 1930, "loss": -1275.60595703125, "reward_mean": 0.12465174496173859, "constraint_violation_mean": 0.1350732296705246, "lambda_max": 4.12626838684082, "lambda_mean": 1.8173291683197021, "elapsed_s": 2308.4}
|
| 174 |
+
{"step": 1940, "loss": -1320.5462646484375, "reward_mean": 1.5644560335204005e-05, "constraint_violation_mean": 0.10649962723255157, "lambda_max": 4.149176597595215, "lambda_mean": 1.8292911052703857, "elapsed_s": 2311.8}
|
| 175 |
+
{"step": 1950, "loss": -2227.0, "reward_mean": 0.12062889337539673, "constraint_violation_mean": 0.16164810955524445, "lambda_max": 4.170695781707764, "lambda_mean": 1.8403475284576416, "elapsed_s": 2315.3}
|
| 176 |
+
{"step": 1960, "loss": -1128.6749267578125, "reward_mean": 0.0034201228991150856, "constraint_violation_mean": 0.09345927834510803, "lambda_max": 4.18769645690918, "lambda_mean": 1.8505699634552002, "elapsed_s": 2318.7}
|
| 177 |
+
{"step": 1970, "loss": -663.5126953125, "reward_mean": 0.12460862845182419, "constraint_violation_mean": 0.047896843403577805, "lambda_max": 4.204397201538086, "lambda_mean": 1.860055685043335, "elapsed_s": 2322.1}
|
| 178 |
+
{"step": 1980, "loss": -1322.6209716796875, "reward_mean": 1.1743193226720905e-06, "constraint_violation_mean": 0.10865858197212219, "lambda_max": 4.228122234344482, "lambda_mean": 1.8704664707183838, "elapsed_s": 2325.6}
|
| 179 |
+
{"step": 1990, "loss": -1693.627685546875, "reward_mean": 4.630646071746014e-05, "constraint_violation_mean": 0.13177013397216797, "lambda_max": 4.241360664367676, "lambda_mean": 1.8826711177825928, "elapsed_s": 2329.0}
|
| 180 |
+
{"step": 2000, "loss": -1325.59130859375, "reward_mean": 0.10086578875780106, "constraint_violation_mean": 0.09515350311994553, "lambda_max": 4.264882564544678, "lambda_mean": 1.8931834697723389, "elapsed_s": 2332.4}
|
End/best.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:294f342953bd665a4a59380ec82738e4363502db2eeeeb06cc901127ccbc585a
|
| 3 |
+
size 1317628621
|
End/metrics.json
ADDED
|
@@ -0,0 +1,170 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"basic_overall": {
|
| 3 |
+
"n": 64,
|
| 4 |
+
"parse_rate": 1.0,
|
| 5 |
+
"mean_pred_len": 600.0,
|
| 6 |
+
"mean_pred_gc": 0.40023437500000003,
|
| 7 |
+
"mean_gold_len": 500.0,
|
| 8 |
+
"mean_gold_gc": 0.534,
|
| 9 |
+
"mean_gc_abs_err": 0.13721354166666666,
|
| 10 |
+
"mean_length_ratio": 1.2
|
| 11 |
+
},
|
| 12 |
+
"basic_per_celltype": {
|
| 13 |
+
"End": {
|
| 14 |
+
"n": 64,
|
| 15 |
+
"parse_rate": 1.0,
|
| 16 |
+
"mean_pred_len": 600.0,
|
| 17 |
+
"mean_pred_gc": 0.40023437500000003
|
| 18 |
+
}
|
| 19 |
+
},
|
| 20 |
+
"sequence_validity": {
|
| 21 |
+
"mean_length": 600.0,
|
| 22 |
+
"max_length": 600.0,
|
| 23 |
+
"min_length": 600.0,
|
| 24 |
+
"mean_fraction_canonical": 0.9989583333333333,
|
| 25 |
+
"max_fraction_canonical": 1.0,
|
| 26 |
+
"min_fraction_canonical": 0.9966666666666667,
|
| 27 |
+
"mean_gc": 0.40023437500000003,
|
| 28 |
+
"max_gc": 0.4533333333333333,
|
| 29 |
+
"min_gc": 0.36,
|
| 30 |
+
"mean_entropy_bits": 1.9679894282218047,
|
| 31 |
+
"max_entropy_bits": 1.993533311295129,
|
| 32 |
+
"min_entropy_bits": 1.9402369139536153,
|
| 33 |
+
"mean_longest_homopolymer": 5.3125,
|
| 34 |
+
"max_longest_homopolymer": 7.0,
|
| 35 |
+
"min_longest_homopolymer": 4.0,
|
| 36 |
+
"mean_tandem_repeat_fraction": 0.0225,
|
| 37 |
+
"max_tandem_repeat_fraction": 0.065,
|
| 38 |
+
"min_tandem_repeat_fraction": 0.0
|
| 39 |
+
},
|
| 40 |
+
"sequence_validity_gold_reference": {
|
| 41 |
+
"mean_length": 500.0,
|
| 42 |
+
"max_length": 500.0,
|
| 43 |
+
"min_length": 500.0,
|
| 44 |
+
"mean_fraction_canonical": 1.0,
|
| 45 |
+
"max_fraction_canonical": 1.0,
|
| 46 |
+
"min_fraction_canonical": 1.0,
|
| 47 |
+
"mean_gc": 0.5223668571428571,
|
| 48 |
+
"max_gc": 0.896,
|
| 49 |
+
"min_gc": 0.276,
|
| 50 |
+
"mean_entropy_bits": 1.954767692123513,
|
| 51 |
+
"max_entropy_bits": 1.9999769166331194,
|
| 52 |
+
"min_entropy_bits": 1.4728614433169502,
|
| 53 |
+
"mean_longest_homopolymer": 7.143714285714286,
|
| 54 |
+
"max_longest_homopolymer": 42.0,
|
| 55 |
+
"min_longest_homopolymer": 3.0,
|
| 56 |
+
"mean_tandem_repeat_fraction": 0.04596485714285715,
|
| 57 |
+
"max_tandem_repeat_fraction": 0.512,
|
| 58 |
+
"min_tandem_repeat_fraction": 0.0
|
| 59 |
+
},
|
| 60 |
+
"fimo_leonine_js": {
|
| 61 |
+
"scanner": "fimo",
|
| 62 |
+
"motif_universe_size": 775,
|
| 63 |
+
"pvalue": 0.0001,
|
| 64 |
+
"heatmap": [
|
| 65 |
+
[
|
| 66 |
+
0.23041212145840675
|
| 67 |
+
]
|
| 68 |
+
],
|
| 69 |
+
"cell_types": [
|
| 70 |
+
"End"
|
| 71 |
+
],
|
| 72 |
+
"summary": {
|
| 73 |
+
"diag_mean": 0.23041212145840675,
|
| 74 |
+
"offdiag_mean": 0.0,
|
| 75 |
+
"specificity_ratio": 0.0,
|
| 76 |
+
"n_cell_types": 1
|
| 77 |
+
},
|
| 78 |
+
"frobenius_diff_vs_obs_self": Infinity
|
| 79 |
+
},
|
| 80 |
+
"fimo_ctrldna_motif_corr": {
|
| 81 |
+
"scanner": "fimo",
|
| 82 |
+
"per_cell": {
|
| 83 |
+
"End": {
|
| 84 |
+
"pearson_r": -0.3618597265707627,
|
| 85 |
+
"r_squared": 0.13094246171386714,
|
| 86 |
+
"slope": -0.7546909232011603,
|
| 87 |
+
"intercept": 0.0022641173202595614,
|
| 88 |
+
"n_motifs": 775
|
| 89 |
+
}
|
| 90 |
+
},
|
| 91 |
+
"summary": {
|
| 92 |
+
"mean_r_squared": 0.13094246171386714,
|
| 93 |
+
"min_r_squared": 0.13094246171386714,
|
| 94 |
+
"max_r_squared": 0.13094246171386714,
|
| 95 |
+
"n_cells": 1
|
| 96 |
+
}
|
| 97 |
+
},
|
| 98 |
+
"fimo_tf_program_specificity": {
|
| 99 |
+
"scanner": "fimo",
|
| 100 |
+
"per_cell_program_fraction": {
|
| 101 |
+
"End": 0.031244222591976335
|
| 102 |
+
},
|
| 103 |
+
"mean_program_fraction": 0.031244222591976335,
|
| 104 |
+
"random_baseline": 0.143,
|
| 105 |
+
"interpretation": "fraction of motif hits in each cell-type's generated enhancers that come from THAT cell type's known TF program (NEUROD/MEF2 for Ex, SPI1/IRF for Mic, etc.). 1/7 = random; higher = better cell-specificity."
|
| 106 |
+
},
|
| 107 |
+
"moods_leonine_js": {
|
| 108 |
+
"scanner": "moods",
|
| 109 |
+
"motif_universe_size": 720,
|
| 110 |
+
"pvalue": 0.0001,
|
| 111 |
+
"heatmap": [
|
| 112 |
+
[
|
| 113 |
+
0.22506226316094163
|
| 114 |
+
]
|
| 115 |
+
],
|
| 116 |
+
"cell_types": [
|
| 117 |
+
"End"
|
| 118 |
+
],
|
| 119 |
+
"summary": {
|
| 120 |
+
"diag_mean": 0.22506226316094163,
|
| 121 |
+
"offdiag_mean": 0.0,
|
| 122 |
+
"specificity_ratio": 0.0,
|
| 123 |
+
"n_cell_types": 1
|
| 124 |
+
},
|
| 125 |
+
"frobenius_diff_vs_obs_self": Infinity
|
| 126 |
+
},
|
| 127 |
+
"moods_ctrldna_motif_corr": {
|
| 128 |
+
"scanner": "moods",
|
| 129 |
+
"per_cell": {
|
| 130 |
+
"End": {
|
| 131 |
+
"pearson_r": -0.055268156935295736,
|
| 132 |
+
"r_squared": 0.003054569171024478,
|
| 133 |
+
"slope": -0.05159142604644912,
|
| 134 |
+
"intercept": 0.0014605436472867352,
|
| 135 |
+
"n_motifs": 720
|
| 136 |
+
}
|
| 137 |
+
},
|
| 138 |
+
"summary": {
|
| 139 |
+
"mean_r_squared": 0.003054569171024478,
|
| 140 |
+
"min_r_squared": 0.003054569171024478,
|
| 141 |
+
"max_r_squared": 0.003054569171024478,
|
| 142 |
+
"n_cells": 1
|
| 143 |
+
}
|
| 144 |
+
},
|
| 145 |
+
"moods_tf_program_specificity": {
|
| 146 |
+
"scanner": "moods",
|
| 147 |
+
"per_cell_program_fraction": {
|
| 148 |
+
"End": 0.01221001221001221
|
| 149 |
+
},
|
| 150 |
+
"mean_program_fraction": 0.01221001221001221,
|
| 151 |
+
"random_baseline": 0.143,
|
| 152 |
+
"interpretation": "fraction of motif hits in each cell-type's generated enhancers that come from THAT cell type's known TF program (NEUROD/MEF2 for Ex, SPI1/IRF for Mic, etc.). 1/7 = random; higher = better cell-specificity."
|
| 153 |
+
},
|
| 154 |
+
"oracle": {
|
| 155 |
+
"oracle_type": "SeparateBinaryOracle",
|
| 156 |
+
"n_scored": 64,
|
| 157 |
+
"n_aligned_for_fid": 64,
|
| 158 |
+
"gen_argmax_accuracy": 0.015625,
|
| 159 |
+
"gen_on_target": -35.28376179249608,
|
| 160 |
+
"gen_off_target": -15.215072959661484,
|
| 161 |
+
"gen_specificity": -20.068688832834596,
|
| 162 |
+
"gold_argmax_accuracy": 1.0,
|
| 163 |
+
"gold_specificity": 32.88181298971176,
|
| 164 |
+
"n_gold": 64.0,
|
| 165 |
+
"fid": 279.8922018749141,
|
| 166 |
+
"fid_per_cell": {
|
| 167 |
+
"End": 279.8922018749141
|
| 168 |
+
}
|
| 169 |
+
}
|
| 170 |
+
}
|
End/samples_generated.jsonl
ADDED
|
@@ -0,0 +1,64 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"id": "ctrldna_End_0", "cell_type": "End", "candidate_enhancer": "CGGACAAGAAACTAAACTGCCGATCAGAATCATACTCCGCACGAATTCAATGATATTGTTCTAAGCGGTACGAAGGAGATAGCTGAAGGTTGAACTAGCATCGGTTTCGCTGTACATAAGGCGACCTTTAAGTTTTGCTATACCAGACAGTTGTACCTTGCAACATGTTTATCAAAAGCGATTTACTTACTGTGAAACATTTCGTACGCCCGTGATATAGTATATAATTGAAACAATTTGCCAGTTAGTTAATCAGTTCATTGATCCGGAATTGGAACAAAGTTTTAGAAAATGTAAATATTAAAGCCACTGTACTTAACTATGGCAAGTCGTTTGTATTTGATGTCGCAGAATTTCGATCTTCGAAAGTTTATAATGCTTTAGAAAGAGCGTTTGCCACGCAGAGGAAATTACCTACACCACAAGCTCCTGTCCCATTCCAGGTACATACTTATATTAATATGAGGAATGCTTGCACAGATATGGGGTATATGCATAGGAGCTAATAGCAGCCACCATATCGGTCGGACCGAAGTAATGAGGTCTAAAATCAGCAATTACAGGAGATTCGATCGCCACACACTGCCAACAAAGAAGACG", "method": "ctrl_dna"}
|
| 2 |
+
{"id": "ctrldna_End_1", "cell_type": "End", "candidate_enhancer": "CANTAGTTCAATGTCACATCTATAGAAGTCTTAGGGATATCAGAAACCCGTTAGAAAACAATGCTAGGGCAGGCGTTAGCAAGTAGTTGTATGCCCCCAAGTCTTTTAATTTCATAGCCCATGCTTCTGCTGATTATGAAGGGCAACAATCTGTCTCAAAATAGATTTTCTATACCTCTAATAGATAAATAATACGCCACTAGATCGATCAATGTATAATACGTCGAAGACCTACACGTCTAAAGGCCTCTAGTGCTAGTGTCTTATTCCTCCTGATTTCCAATAGACAGAACTTTGGATATATTTTTATATGGTGCATGAGAAAATTACCTTTCGTATACAATTCAAAGTGCCCTTTCGTGTGAACGAGGAAAATAGCATATCGGAAACTGATCAAAATTAAGTACCGACACTGGAGTCGCTTCGTTACGCTTTCGAAACTACTAGATTACAAATCATCTATCAAGACTAAGAAGTGAAACGGCAGGACTGTACACTGGACTTTGTCCGGTATATTTATAACATCCCCCCATTCCAGCCTACCACAATACTGATGAATACCCTTAAATGTAAAAATCGGGGCTCCGCCAAAATTGCTCT", "method": "ctrl_dna"}
|
| 3 |
+
{"id": "ctrldna_End_2", "cell_type": "End", "candidate_enhancer": "TANGGGATAACAATCAGCGAAATAACCACAGAGAAAGTTACTTTGATACATTGAAGCCTTAAAATTCAGATAATGCACCAGTACTTAATCTCAGATACTTTGCAGTCTCTCTATTTAACTTTAGATACGGTTATCCAAATAGGAACGCTAAGAATATTTCCAATATGGTACTCCAAGCCTGTTTGCGCAATATTCAAACCTTAATCATAAGCTCATAGCTACTATCTACCATAATAGCTGTGTTTAGTTATGTCGCTCAGAAGTAGCGAGTCTCATAAATTGCTTATACGATCGACCTTATCTCATTTACACCACTAGGGTATTGTTATACTCGTATGAAGATTAGCTACCTCCAATAGCCACCTATTCCTCGTAATAGGTCAAGTATGTGGAACGCCTGACCTAGATCAGCGTAGTCTGTTACTCGCATAGGCGCTATTTGTTTTATCGAATAAAAATGACATGACCCTAGATGTGATATTGCATGCACCTTGGGGCAACGTAAGTGAATCCTGTATGTAATCCACGATAAACAACTGGCGACACGTTAAGTATTCTTGCGAGCCGATCGTCTTGGTGCCTGCACTTAGGTACTCACTA", "method": "ctrl_dna"}
|
| 4 |
+
{"id": "ctrldna_End_3", "cell_type": "End", "candidate_enhancer": "TGNATAACCAGGACAGTCGAATGATCTCTCCCTGGACCGTCTCCGATTTAATATGGATTATAATGCAAGATGCATCATAATAGAGCATTTTTAAATACAATTCATCGGCCATCGGTCCCAGGACGAATCGCGATGTTAGAATGGTAATCTTGAATCTGGAGTCTAGTGGCGAACATCGTCTAGAACTAAACTACTTTCCGTTACTGATAATGCGTATTATTTGTTCTCAGTCGTATCTGTTCAAACTGCAATTTTTGTGTTTGTACCGACTCATGATGACACTATTGACATCTGTTAAGTGCGGCGATACGGACTATGTCTTGTACTGAAGAGCAAAGACCTTCCCACAGATGATCCAGGAAACGGGACATCAGGTAATTCAAACTCCCCACCTCGTCGTAGCTCAGGATATAATCAACAAATTCGTTTGCGGCAACATATTAATTGGGTAGGACGGTGCAGTCTTTCTGGTATGAAATGCTATTAAACACTACTGTAAAAGGACGCTACCGTAGGGTTGGAAAGCTGGTTTGATCTTGACGGTCGAGAGTTGCTATTACAGATCGTAAATTAATTTTGCCACTCGCTGAACAAAGCCTA", "method": "ctrl_dna"}
|
| 5 |
+
{"id": "ctrldna_End_4", "cell_type": "End", "candidate_enhancer": "GTGGAAGAACGTTCTGACATGGATAATCTGTAACTATGGCAAAGCCGTTTTCCATGCGTTTTGGAAATGTAGCGTGTCGATTGTATGACGCAATAATTTGATTCACTCCCATCGGACGACCAATTGGCAGACGACTTCATTGAGTGAGTCCAAGGGTCATTAAGGCTTAATAACAAACTGATCCTTTAATTTATCCGTCTATGCATAACGGGTCTGAGGAATAGAGATGTCCTTCGTCACGATAACTTATATGCTACCATAATCCTATTTACGTTTTAACATAAGGGTGGCTCAAACGCATGTAGATACCAAGGTATCAGAAATTGGCATGCTACTGACGATCGTAAGCAAACTTTGTATTTATATTTACAAATCCAGAGTTGCGGTGATATATAATTCACCGCTTGACGCAGTTTAACACTGCTTTAAATTCCACCAAGTTGGAGACGTATGGACCTTCTGAGTGCAATAATCAAAGTTACTAAGTTAAGGTCATCATCCTGCCTACGTAAAACCCCTTAACAATCGAGTCCCTCTATCTACCTGTATTGATAACTCACAAAAAAAGAATTTATACGACGGCTTTATAAACTTGGGTAA", "method": "ctrl_dna"}
|
| 6 |
+
{"id": "ctrldna_End_5", "cell_type": "End", "candidate_enhancer": "TAANCACCGACACTCTGTTTATCCCACATGTAAGTTGATAGATATCCAACGGCTTAGTTACACGTACCTGAACACAACCTTTTACGGAATATTCGTGTTAGGTAATTTAGCGCGACATCATATTTAAATTATACAAACCGTTCTTTGATAGTCACATCTTAGTTGTCTAATCACCATCTTAAAAGCATGTGGAAGTGATTGAAAGGTGCCTTAACTGAACCCTGAGTAAGTATGTTCTTGCCCAGTTTCTCGTGCTGAGGAAATCGTATGACTTATACTCCAGTTCTTATGTGCAGCCACCAAGCACTCCAGGTCCCGTCTCGAATAGAATTGTATGGTACGACTATGTGTCTATACTACCAATTTCAATGCACAACCATTACGTATTCCTTGATGTTATCTCAAGTGCATGGTAATATTAGTATGCATGGTCCCAAACAAAAACTGTAAATAATGAATAGACTGCACTACTCTAATGAACGAGGACATTCGTCTACTAGCACTGACCGAAATATACATCTGCTGAGTGGAGTTAGAATCTTTAGGAGTACATAGGGACTAGACGAGCCAGATGCGGCTTATTTGTCTTATAACTCCCAG", "method": "ctrl_dna"}
|
| 7 |
+
{"id": "ctrldna_End_6", "cell_type": "End", "candidate_enhancer": "ACGGGAAGACATACGAAAGCGACTTCTGTTGGCCTATCTAACTCATCTACCACCGCATACCACACACAAAATCACAATGCAACCAGGAGGTTTACGCTTTGTCAATCCATGTTCCTTTCCTCTCAAATAAAGTATATTATTGGATATTAACACATAAGGACGTATTTCAGAGTATGATAACACTTTTAAAGATCCCATCCTTTAAATTCTATTATTAAATTGAGCATTTTATGTATTTCAAATGGTAATATGTATAGAAGTCAATGATAACACACCGTGAATGATTCTTTCAATTAATTGTATTTACTCACTCATTCTTTGAGGCCAGACCGACAGTTTGACAAGTTATGTATCGCTTGGCTCCTTGCCTTTATTTGATGGTAAACAGGCCGACCATGCTACAGCAATGAGACACAACGAGTCTTTAGTAGCAAAACCACTGCAATAAACGATAGGATAAAGCCCAGGTCCGGTGTACCACACGGCAGACATCTAATATTCGAACGGTGCCGACCGGCTGTCCTAAAGCAGAGCCCTTTGCATAAAGCGATCATGAAACGATATCTCCCTTTTAATTAAGGTTTTGGCTGTCGTGCCAAA", "method": "ctrl_dna"}
|
| 8 |
+
{"id": "ctrldna_End_7", "cell_type": "End", "candidate_enhancer": "TTCNTTATGCTTCATACTATTACTATAGTTTTAAGTCTTGGAGGTAAATGTGTAATCCTAAGTAAGGAGCTACAACTCTTAAGCTTGATCTATCAGGATTACACACATTTGCCCGTAAGTTGTTTATGCCTTAATTCTACACAAGTTTTTAGTGCAGACGGATTGGGTTAGTTTTTTTATATTTCCACGTAGTGTCTGCATGAACTTGGTGTATGAGTTACCAAATTGCATTGCCTGATTCCACTGTATCAATCCATTATTTACACTTCCGGAGAACATGCTTATCATTATTATAAGCTTCTGGACACAACTTAACGTGGCTGGTAAAGATTACTGTTTACGTTTGGCATTGCATCCAACATGCAAACTACAAGACGGACAGCGGCCCTCCATACAAGATTTTACTGAAAACAGATTCGCACATCAACGCCCAAGTACACTTGAATTTTTAATCGACTACGTCTGATGACATTCACCTCGTAGAGTCGGGCTCTGGCAACAGACCAATTCTTGTAACTAGTCTTGTGCACTAAACGGCTGATAGGGGCATCATTGCAGTAGAAGCGTCGCGAAAAATGACTCATGTTCAAATCTTTATAC", "method": "ctrl_dna"}
|
| 9 |
+
{"id": "ctrldna_End_8", "cell_type": "End", "candidate_enhancer": "CTCGGAATTATTCTACTTGAGGAAAAAATTATATTCCCTTCACAAGCCGGCTGCCAACAATATAGTACGAATTCGAACAGTAGCGAGAAAGGAGCACAGCAAGTAAGTAACTTCTTGCAATAGTGTGTAGAAAAGTCAGCGAATCCGTAACAGCGTTGCACAATATTATTATTAATAGTGGAATAGTAGAAATGATTGATTAAAGGCGCGGTGAACCTAAATGGTTCTATAACTATACAGGCTATGGTGTTAATTGGAACCAAGTAATCGTCAACCGATCCCCCGATTCCTTCCGCGCCCTATCTTAGCTGAACATAAAGTTTAATAGCTGGCGGCATCCTATTGGTCGACTCTAGAAATAGCGCCAAGCTTCGTCTTTAACAACAACCTGGTTTCTCAAATGAGCCCCAACTATGGGCTACCTTATACCCCTATAGTCCCATAATGATCATGTAGGGAGAGAAGAGACGGCCTTAGTTAACTGGTAGTTGCGATTTGTGCTCCCGCACTGGCTGGTACTGACAGTATGTTGACTCGCGGTCCTCTCATAACGGAGTGTCGTTAAATGTAATAATTAATTGGACTTGAGTAATCCGAGTC", "method": "ctrl_dna"}
|
| 10 |
+
{"id": "ctrldna_End_9", "cell_type": "End", "candidate_enhancer": "AGNAGCGCGGACGTCCTCTGTGACACTACGATATTGAAAATTATACTAGCCGCATTAAGGCCAGTGTCATGTGTCCCCAAACATCCCAGTCAAAGCCGCCCGAAACGATTAATATTACGGTGGACATTAAATAGACCATCTATCGTATGACTATCTCAGAAGACCAAGATACAAATCTATGAATAAATAATCACTAAACGAAGACACAGTCACATGTCACATAACTCTACGATATGTGTCTTATGAAAGGGAAAACCCGTTACTTATATGCATATGATAATATTGTTAGAGCACGGTAAGCCATATGTCTCCCATTGATTCCAATAACATGGTCACGCGGCATCGTGCCTGACTTTAGAATCGATTACAGCTTAGTATTTCGTATTACTGCTGCATATAGGTCACTTGCCTTACATCATCCCACGCTCCAAATATTACATCTGATTTGCACCGAGAAGTCTAATGGTTCAACTTACATGAGCTATCGAGAGTTGGGAGTTTTAATCTAAGGTAATGTAGTATAACACCCCGTCATACCTAAAAATCTGTCCGGAGACATTCAAATATAGGGACTTTAACATTAGGTACGTGTTCTATTTT", "method": "ctrl_dna"}
|
| 11 |
+
{"id": "ctrldna_End_10", "cell_type": "End", "candidate_enhancer": "ACACTTACGATAATACATATTAGTCGGATCTAAGCGTATGTCGCGCGCGTCCCCAGTACCTAAAGTGTAGCTCACAATATAGAATATCAAATCTTATAGTAAGCTCGATTATATACCCACAATTTTGCTATTAACATTTACTTAGAGCATAGTCATATTAATTCTCAGTTCTCACAAAACGTAGTCTTCGTAAGATCATTTACCATATGTAATCATGAAGAAGTCGAAGGCGATGATGCATCCGTTTTTAATTTGCCTGAATGAGCCTACTCTTGCATCAGCCGTAAGGAAATCAAATGACGAACAACGGTATTAGACCGCCCGACACCTAATTTTCTGGACTCTAGTTACGTAGAACTAACGTAGACCTAGACGGAATGCAAACACAACACTTGGATATGTCCATAAAACGCGTTTATCTTAAGTCGCGTGCGATCCATTCATCGGTGTGGCCCCTATAGACCTAAGGCACGTGAGAAAAAATAGGTAGTCCTGTGTCTATGGTGTAACAGATCGTATTCAGTTCACTATACCACTTATTGTGATCTAAGTTGGTCAACACCACTTAAAGTTTTTTACAATCCGCCGGGCCAATTGTTT", "method": "ctrl_dna"}
|
| 12 |
+
{"id": "ctrldna_End_11", "cell_type": "End", "candidate_enhancer": "CANCATTGATAATGATGCGCCCCGTTTGAGTAAGACTGTGGCCTAGATTATTGCACATCAGTCCCTTTATATAATAACGGTTCAGTTTGATACAGCGCCATAACTAGGCTTAACAAACTCTACTCGGGGGCTAATTATTCTGCATTTACCGGCATCGATTTCAAGTATAGCTACTAGCACAGGGTTTTAATTGCCCTCAGCCTCAAACTTACTTATAATTCCTTTAGGCTAGGGATATAACCACGGCATACATATCGTTCCTATATAGCAGATTAGATCGTAAAGGTACTCGTAGTTACTTTATACAGTCGTGATAAGATCCGATCGGTTTTAAATAACTGGTTCTTTTAAATGCTTACATTATCAAACACCTCGAGCAGCCATCCTGTTGTCTACCCATGTCATACCCCCGCATAAGCTCATGTTATTTTACCAATAATTATTCTCGCGATCGCCTTTTTCGATGCAACATTGGGGGTTATAATGCTTTATGTCTGGAGCGCAGTATACTAGAAAGAGTTTTCAGGCTAATGCCATCCTAAAGTAAGGCATTGGGAAGGTCTGATAACATTTGTCCACAAGAATATGAGACTACGTTCG", "method": "ctrl_dna"}
|
| 13 |
+
{"id": "ctrldna_End_12", "cell_type": "End", "candidate_enhancer": "ATNNATTTGATTAACCTCACCCGCGATGTTGGTAGCGCAAATCGTATGATGAAGGTTTGTTGATCGCTAAAAGAAAATCTAAAGGATTGCCAGGTTCGTTTTTTATGTTCGAAGATCTTGATACACCACGCCGGTTTGACTGTTCTCGGTGGGGATTTTGATATGAGACTTCTACCATAGACACCGCGCATACCGAAACAATCACAATTTGATGGATGGCCATTAGCAGGCATTAGCCAGCACGCACAAATATTTGATGAAAGAGTGTTCAGACTTACAGGGGGAGTACAAACGGGTATGCGTCCTATTAAATCTATTCTCTTAGATTTAATGGAGCTTCATTACTTGTTTCTAATGATTGAGGTGAAAACTATTAAGCGGTAAGTGTGTTTATTGACAACTTTATAAGCGAACACCATCCATCACTTATAAGATGTTGAGCGTGACAATCCCCATCTGGCCTTTATGCAGATTGCGGTCTAACTGACACGACACGTCCCCGAGGTCATATGCCCTTAGGAGGTAATTTTACAAGTGGCCATTGTTACCGGGCACGTTAACGTGGAAGTAAATCTAGGCGATCTCTTTGAAAATAGATTA", "method": "ctrl_dna"}
|
| 14 |
+
{"id": "ctrldna_End_13", "cell_type": "End", "candidate_enhancer": "ATNTTAGGACTGTCTACCAGAACGTATCCATGGTGATTATAAAAATATCTATAGGAGTATTAGACCACAGACCATGAGTTCACGTAATTTCGCAGATTCGGAAGGATCAAGACGCACGATAATCGTAGGCCGAGCCACCGTGATTACAGAAGATCGTTGTTTAAAAGTTCTACCAATGACGATTTCTGACAACAGGGCAACGCTTCGTTTTGCTATGATAGGAGCAAACTCATATATTTTATTTGGACCACATTCTGTAACTTTTGTAAAGTTTCTCCCTCGTGGCTATTAATCTACTCCAATCATAATCTCGAGATCCACGTAATGTTTTCACATACAGTTCTCTTAATCTTTTTCATCTCATACTCTTTCATCTTGTTCAACGAGTCGTTTTGAAACCTGTACAGGTTGTATGTTGAGTCGTCATACAATCGTAAGCACGCACCACCCGATCTGTCGCGAAACCTTTGCGAGACCGGATAAAATCTAGCTATAAGCAATACGAGGTTAGAACGTGCAGTGTCAAAATTCCCGCCTGGGGATTGCACAAGGGCTGATAAGATAAAATTGGCATGATTATGTGGTCAGGTACACGCAGTC", "method": "ctrl_dna"}
|
| 15 |
+
{"id": "ctrldna_End_14", "cell_type": "End", "candidate_enhancer": "AAAACTACGTTAGCCCTCTAAATACAACCTCAAGCGGTGTACTGCTAGCTGACCTGGTGTCAAGATTTAATCCAATGGCACGATTTTTGATTAGGTATGAGTGGAGAGGAATGTGATATGCCCTCCTTTGTTGGCTGCTCACAAAGTACGAATAGTGCTACGCATCTTTACGAACTGTGCAAATTATTTTAGTCCCAAAGTCGCAAGCATGAATGGCTTTTTCCCGATCACTACGAGGCGTTAAGATTTTACTTTAAAATATAACTTTTAATGCATGACGACCTCGATAATCAGCCTTCCCTCAGATCCTACTTTGAAAACTCTTTCTTGCTACTCTAGCTAAAAATACGCATCCACGTGAGCTCAATACTATAGTTAATTGGACACTGGTTTAAAGTTTTAGATTGTTACGCGCCTTAATTGGACTAAGTCGGTAAATTAAGCCCCCAGTATCATATCTCCTCAAATAGAGGCCCCTCAATCTATCGTTACCCTATGTGAGCCGAATTTTCAGGATATTACCGACGTGAGTACCCGGTACTAGTATTTCGGTTGTTGCTTTCCATGAGCTTGGCAAACAGCGGGGGCTACCCACTAATA", "method": "ctrl_dna"}
|
| 16 |
+
{"id": "ctrldna_End_15", "cell_type": "End", "candidate_enhancer": "AGGNGATGTTAATTGACCTCATTTATAAACCCGCTAAAATCTTGAATGCGATTCTTTCTAAATCTACTAATTACATATAACAAACGAACCGACATACGCGTCGATACTAATCTGAGGGGATGGTACCCGCTTATTTCTAATTGATAGTCACCTTGATTACGTTCCTAGGAATCACTATTTGTACGTTTATCTCGACTAAAACTTTAAAGATTTGTAACCTAGTAGAAGGATTCCACGAAAGTATAATCCCATATCACGGATAGTTTTCCGGGGCCCAATTGTACTGGAATATTTATACTTATACGCGAATGTTAATGCAATGTGATGTCATCGCAACTACTCGTAATACCCGCGTTAATAGGCGGACTAAAGACTGTGTAAACTTTAATAATTTCGTGTACGACACCTATATGATGAATACAGCTTATCCGTCTTTTCGCAGTGCGGGATATGTTCAATATCTTAGGGTAGACCTGGACCCCAGTACATGACTTCGGCACAGAAACAGCGTATTGACAAGGCTTGCAATGAAGCGACAACATTCGGTCGTTATGTTATCACGGGTGATGTATCTATTAGTGTTTCATGACTTTGCAATAA", "method": "ctrl_dna"}
|
| 17 |
+
{"id": "ctrldna_End_16", "cell_type": "End", "candidate_enhancer": "CCNNGCAAATACTAATAGTACGTGTCGGTCACAGCTAGAATTCGCTGGCGAATGTTCTTGCTGATGAAAAAAATACTTCTCTACTTAATTCCTATTACTCATATTAAATGTGTTGAACCAACGGGTAAGCGAGATTTAGAGTCATTAAATAATACAGTTATTAAATAGAATGACAAAGGACATTGGCACTCTTATTAGCTGGCATCCATTAGCGTGTTACTAAAGGAGGAATCTACATGAGTTCACATGATACTACGGGAGTTTCACATTGAGCCTCGGTATAGATGGCCAGAACCATGCGCTTATCCTTAACATCTGTATTCTAATTCCACTGTGTAAAAATACCTTTCTTGGGTGTTTCTTTTCTTAAGCATCCTCCCAAATGGAGGTGTATATTTGTATGGGGCTGTCTACGCGTTCAGATCGGCGTATTTTAACGTTGCATTTAGGGCGTGCAGAATGTCAGCATTCGGAGACACTGTAAGCATATTAGTTACGTTCCGAGGGAATAATACAGTTTCCATTACATTCTTAACATCCGCATGATGAATTGGTCATTTGATCCGAAGTGTTCAATACAAAGCAGAACTCGGAATTAAC", "method": "ctrl_dna"}
|
| 18 |
+
{"id": "ctrldna_End_17", "cell_type": "End", "candidate_enhancer": "TGNGGCACTCTGGGGTCATGCTTAAACGTATAGTTGTCATAAGAACCGACATCTCACATCCCGGAGTAGGATCTGACGAAATGCCGCAAATATCCTATAATTGATATGCCGATAGGTATATCCAAACATCTCTCGTTGGATAGAGATTGTTAATACTAAATCTGTCAGACGCAAACACGGTCGGAATTAATGCGACTCAGTATGATGTATAGCCAATGTCACGTCATAGAATTCCTTTATCCAGGTCTATCGTCTGCATCTATACAACTAAGGGGAAAATGTAGAAGCAATTAACTATAATACTATTTCGAAGCTAGACAGTCGGGGGTCATAAGTTCGTATATCGAAATCTTCCACGTCCTGTGTTATAGATTTCTAGAACTCTCATCTAGCCCTTTTAGTTTTCAATGCGATGAATATAATGTTATTCCCCCGCGTATATACCGTATCCTCACGGGCTTAAACGATACCACGAACGACGCCGTGTCCAATCCGTATTTTTTGCGGCATAAATGAACCGGTCGTAGTGTTACTAAGTGATGCGCTGCACCTTTTGAGTCAGCCGCGCGGGCTAACGGTAGCATACCTGTCCTTAATAGT", "method": "ctrl_dna"}
|
| 19 |
+
{"id": "ctrldna_End_18", "cell_type": "End", "candidate_enhancer": "TTNAACTAATAGGTTTATGGAGCAAAGCAATTATAACTGTGGGAATAGCTCTAACGACAATAGTTTTCCCCAGAATTGTACGTTTCCTCCGATAAGACTAAATCTTCAGATTAAGGTAATATGCAAAATGTCTCGATGCCTTCGCAAGTCCACGTAGATTTGCTGCAGTATATAATCAATTGCCCTCCGGTGATTTACCTAAGCCCAGTATATCGCAATTGTCACAGGGATGCACTCGCATACTGCAATAGATCGGCTTTCTTAAGAATCAAATTATAAATGAGAATATCAATTAGGACTAGCCGAATGTAGGCTCCAGGCTTTTACTATTTGTTGTCCTACTACCTCATGATTAAGCGTCAAGAACAGACAAAGCATTCAATACATATTTCCTATTGTAACACAACGTACTGATCGAAACCCAATTCAGGTCCATCTCTGATATAATGAATGCGCCGTCATATCCGGGAATTCTAAACGCGGTAGTGAATGAATACTTACGCAATTATAGTCTTCAGAGTTTCTCATACCCTACAGAAGCGTACAAAGGTGTCGACGTAATAATGTCAATAACGGCTCGTACTTAAGAGTGTGAATCTG", "method": "ctrl_dna"}
|
| 20 |
+
{"id": "ctrldna_End_19", "cell_type": "End", "candidate_enhancer": "GATTATTGGATTACTTGCTCTGATGCACTTGGCGGGTACAACACACGATATCACAAGGACAGTGTATTGGGCTTAAGCCCTCTAAGTTCATCGTTAAATCACTATTCCGTTTGCGACTTCGTACATTAAAATTACGGATAGGTGTGTCCTGCGATCTTAACCGCACCGTGTTAGCCTCATCTTTTAATTGTGTTCGAGTTACATCTTACGTTCAACATGTTGTTTCACCTATCCTATGATATACTACACCTACGCATAAGACATCAGGTTGTCACTATATACTTTATCAGTGCTATTCTATAACCTACCTACATAGCCTCTCAGACTCAAGTAGTATAGATTGCCCGGAAATCTGTGTAAAATAAGAGGAAACTCACGTACGACTCGTGACACGAAACGTGTAATATGGTCTGTTATAACTTCTGAATTTATGGGTTCAGAATTCAATCTAATGTACATATCACATAGAGATCGGAGCTTTCGTTGTGTCTCAATCGATGTAGACATTAAGATAGTTTCGGCTGTCAAATGAGACACCGTCTGAAAGATTGTCCAGCAATTCACATGTCAACTATCAACACGTCTAATGGATAAGGATAA", "method": "ctrl_dna"}
|
| 21 |
+
{"id": "ctrldna_End_20", "cell_type": "End", "candidate_enhancer": "TTGNGGCATGCCAACTCCATTTCGTGGAACATACCTATTGCCTCGTATCCTGTTCTCTTCGAGCTTAATAACAGTGACGCGTAGCTGAGCAGGCATATATTGTCGACCGCGGATCAAGACGTATGGGAAGCCATTTTAACTACTAAACTACAACATATCGTTAGATAACGATCTGGTGTTGAAAATACGTTTTATAGGGGTTGCAGAGGATTTAATGTGGCTGTATTTACGTGATCCATTGCATTAAGGTCGTTAGGGCTCAGCGTTAGTATTATCTTAGTACACCCAGAATGGAGGGACTATACAGGTCAATTTTTCGTTGTGACCATATCAAAGATATTCCATATGTACACTACATAGATATTCCATTTCAAAAGATTACAAGAAAAAGATGTGACCTGTTTGGCTCCTTTTACATTTCTACGTCAGGTCTCAAATACCCACCTTTTATTTTCCAGGTGGGTTAGTACGGCTAAGAAGTTTAGGTACCCTCACATTCTCATTACAAAGTTTTTCCGAATATCTTCCCGATTGAAAAGCTTCGCTGATTAGGTCCAAATGAAAGTGATGGGTTGCTTTAGTTATCAATAACGAGTAGAG", "method": "ctrl_dna"}
|
| 22 |
+
{"id": "ctrldna_End_21", "cell_type": "End", "candidate_enhancer": "CAGNGCTAATGCATTATGACTTCGGGAGGATCAAGTAGCATATGAGAGGTACTAAGGTGGTAAGGACATGTGATTAGAAGTCCATATCCAGGTAAGGTTGGAAGGTCACCTAGGGTTATCTAGCAATCAAGTTCACAATTTTGACCAAACAAAGGAAATAGTCGAAGAAATACCTTCTTAACTGTTTCATAAAGAAGATTATCACTTCATTGCAGAAAGACTCAAGAATACAATCAGCTTTTAGAACGGACCTTACTCCAAAGTGTTCATACAATCGGGAGCTAACACTATAACGCCAAAGCCAGACAGGCATACATCCCCCTTGTGTTATTAACGTTAGGATAGAATTAGCCGGATCGATAGGCTAGTACGTCACGCTTGCCGTTTTTAAAACTGCAGTGCAGTGAGCAGATAAATTACATATGTGGTAGCATGTCTGTCTATTAATGATGATACATCTATGAACGGCAAACTGCGTAAAGAGTTTGGTCCTCGCGACCCAAGTAGCGGTGAGTTCCACCATCGTTAACACACCGACTCAACCTTAGGCTTCGTGCCCGTAGTGAGAGTTGAAGGGAAACCGACCAATACACCATACCC", "method": "ctrl_dna"}
|
| 23 |
+
{"id": "ctrldna_End_22", "cell_type": "End", "candidate_enhancer": "AAGTATTGTAGTAAGTAATTAACGTAATAACTTGGGTTGAAATCTGGTTACCCAAATGTACCTATTTCTTATAAAAATCCTATTATACAGCATCGCGTAAATGTCTTATTTCAAGTAATCAATACGACCACCATATTGACTCAATACTTATTAATGACGCCCTAGTTTGTTCGACCCTTAAATTCAATATACTTTTAGTGCTCATCATTTTAACATCTCGATTACGTTAGTACAACAACAGGATGCCGCAAAAAGCTAATCATGCGCATCAATACAAAGTTGCAAGATGTTATCCATAATTGCTGTACGTATTAGACACACTGGGCTCGACAGAGGCTCCTCCGACTGCTGGAACCTTATTATAGCCATGCACCTAACCTACAAGATGTCGCTCAGTAGTAATTCCCGACACCTTATTGGACACGGTCATAGGCTTGATTCTTGATAGTATCGCACCTCACACAACTCCTCTTTCGTCGATCCTAGCGGGAAGATTTTAATAGCCAGTGAACCCCCGCGCCAGGACTTCTTTAGTCTCTTACTTATAGTTTGACTGGGACGAGACTGAATGAGTTCAACTGTGCGAATAGAGTTTTTTCG", "method": "ctrl_dna"}
|
| 24 |
+
{"id": "ctrldna_End_23", "cell_type": "End", "candidate_enhancer": "CGNGGCAATTCAATTTTAAATAAGCAAGCTTCTCGGTTTCCTGTATATCTCTAACGCGTGCAGGGGCAGATGTATAATACTTAATATTAGGCTATTCTTAAGTGGGACCAAATTTAAGTGCTAGTGGAGAGCCAATATTTCCAGGTTTTTGTTTCCTATTATCCAATCGCCATCGTCTAAAACGCCTGGGTCCTAAATTAAATATATTGTGGAAGGAGCGTAGTCTCCATATATACGAGTATCTAGATCCGATTTCAGTCTTTATAACCTATAGAATTCTAATATTTGCGGTATGTGCGACGTGGCTTCCTTTTAATTCCCGGGTGAATTTATTCTCAATAAATGAATATTAACGGACTATATACGCGTTCCTGCAGAAAGAGATGTTGTATGTGCTGAAAACTTTTCTTAAAAATATCACGCGGGGCTCAACGTAACAGGTAAATTCCTTTGCTACTTAACGTTTCGATGCCTTAGCATAAAAATTGACTCTCTTACTGTGTCGATGTATTAAGGCTCCCCCCCAATGTACGAGTCTTCATTGCTTCGGACCGTCGTGGGGGACGTTTACAAGAATACACAATATAGTTTCATGGGTTT", "method": "ctrl_dna"}
|
| 25 |
+
{"id": "ctrldna_End_24", "cell_type": "End", "candidate_enhancer": "TGAGGTAGAGTAGCGCTGCGACAAATATTACTCCCCCACCAGCTGTGGTTAGTTTTCGTAAGGTCTGATTAGACACAGTTTCTAAAACTCTAAGTATGAGGATAATCATCGATAGAATTAGTTTATGTTTATGACCCCATCTATGTGGTATCACAATGTAGTTAGGCCGCCGAGCAAACACAAGATCCTATATCTCTAAATTTAAAATTTACACATAATTTGCACAATGGCTCATACCTACCATGGGCAACTGCCTTCTTACGCCAATTTGAGCAATATTGAAGATGATTTTTGAGGCAGCACGGATTGTTCTTGACTGAGAAAGATCCTGGCGGCTTACTAGCTTTTCGATACATGCTCATCTAACCTTGAAACCAGGCTTGATTTGGGTCATCTACGGTTACATGACTTATCAAGATATAAAGATACTCAACCCACCAAATGAAGCGACTCAACTGCACTTGAAGTTCAAAACCAAAATCCCCTTAAGAATGGAGCTTTCTCCTAAAAGACCTGGTATCCCTCGTAGGTCAGCGCTTTTGAGCTGCTAACCGAGGTCACCTTCCCCACACCTACTCCTAATTGTCTTCGTTTGTAAGA", "method": "ctrl_dna"}
|
| 26 |
+
{"id": "ctrldna_End_25", "cell_type": "End", "candidate_enhancer": "AAAATAAACTTATATACGAAGGATCACTGGGGGTTCGTCGAGCTACATAGAATTTAGAGTCGATCGATCTAGGTTACCAAGGCTGTCTCGCCTTTTGACTTCCCATTGACAATTCAATCAAGAGCGATTATATTTGTACTAATATCCCATATTCATACTGCAGAGGATGAAGATGTAGAGTTAGTGAAATAACATTTTGGACTTAGAGATTGAAGAAACGGATAAACCCAATATATAAAATAGTGGTAGAGGCTTCGATATCACATCTACAGATTATCGTAAAATGGATCAATTATTTCGAGTTCGTCCATTAGAACTCAAGCAAGCTGTCAGTGTAGCGAGCACGTATCTAAAGGGTCCTGGTCTAGGCGTCCTTAACTTTGGACAACTGCATTCCCGATAACTCATACCGCGACAGCGCAAAGATTTTAAATGTGTGCCGCGTTAGTGCTATATCGACAAACGATCGATCTTAAATGCAGAATTGTGTTCTGTTTAAGGGGGTTGCCCACTTCGCAGAACGTTTATAAGTTCAATCGGCAGTTACGTCGATACTTTTAATGAATTACAGGTTGCTTGTATTGATCCCCTGTGTAATTT", "method": "ctrl_dna"}
|
| 27 |
+
{"id": "ctrldna_End_26", "cell_type": "End", "candidate_enhancer": "CTNCCCAAATAGAACATACTACGACATTCCAGACCGCAAATATTTGTAAAGTCAGATGCGCCATACGGATAAATAATGTCGACTGGCAATCAGACACTGTAGCGTTCATCTAGTGTAAACCTGTAGTGGCTAATCTCTACAAGGGTTGTTCATGTTTGATTCAGATTACCCCAAGAAGTTTTGTAACTGGCGTTAAGATAATAGAACGGCCATGACATATTTGTCTAAATAGTCATTAGGCTTAGTTAGGGCAGGGAGCGTATCTCTGGCCTAGGAAAACGTGTAACGAATCACCGCCAGTTCTGCATGATTAAAATATTACCACTACAATTATAGATGAAACTATGTGTGTAGGAATTACAAACATTCATTTACACATTTCTGGGTTATAATGGAATCGGATAGACGGACTAGGATTGACAGATAGCGCTTAGGTCGACTCCACGCAATTTAATTATATACCAGCGGAAAACCCTTCTACGTATGAGATGCCTGTGATGTATACAAGTTTATCAGCCCTTATTTGTCTTTGGAAGAAGTGAGCGTCGATTCATAACGTGTGTTTTAGGTTCAAGTGATGAGGGATGGTAATCGTCTTTG", "method": "ctrl_dna"}
|
| 28 |
+
{"id": "ctrldna_End_27", "cell_type": "End", "candidate_enhancer": "ATTCGATCTGCACGACGTAAGAATAAACAGGGGAAGAATACTTTCCTTTATAAGATAGTGAAACAACCTGTCCATTTGATCTGGCGTCCGTAAGGTGGTAAAAATGCAGACCCTATAACTAATCAGTCTCAATAACCAGTGTAAAAGTTGCTCACGATCACCAAATTATGCTAAAAGATCAACACCCGAATGAAAACAGAACAAAGTGTATTATAATAATTTTATATCTGTCCTTGCGTCTTCCCTTTAGATTTAATCAATGTCATGCTGCTCTTCCTCGTTAGTAGCCTAATCAGGCTTTTAGACAATATATTATACTAATTTTCGCGAATTGTTGGAATACAGCTCGTGAGCAGACAATCAGACTTTACGTATCCTTAAAGATCACTCGCGCACGAATGAGTTTTATATCATAAAATGGTCCGTCGCTAAGGCTCGTGTCCGATGGATGGAGGCTCAGGTCCGGCTCTTTGTCCAATTGCAGACACTTGTTTCAGGTTCACCCAATCGAATACGATTACGATTGCCACGCAGTTAGATGTTTTTAGGCTAATAAAATATGCGGCTTAAAACCAATAACTATATTTTAACTTTATATCT", "method": "ctrl_dna"}
|
| 29 |
+
{"id": "ctrldna_End_28", "cell_type": "End", "candidate_enhancer": "CATACTTGTCTTTGTGCATGCTAAAGCTGACCAATATTATCATTCGAGTGAAATAGAAAGCATTTTTTTACTGGCGTGTTGTCCTTAACTCGCCTCTCCGTACGTCCCGATGCGTGTATACGCTAAGAACCTAAAAAACCCAGCTGGTTATTTACAATCTAAGGTATATATACGAAAAGAAATATGAGTTATTAATGTGAAGACAAATGTCTAAAAATCAATTTACTCAACGCGTAAAAAGGGGTTACGCGAACATAAATGTAAGTATCGCATTAACTTCTCTAATGGATAGCTGAATTACATTCCTCATCGTTATACCTACAATGTAAAGTAATTTTAAACTCCTTATTCTCTGTATTAAGAATGAACCATGGTTCAATTGACGTGATGATCACTAAAATTACTATGATATAGACTTTACTACTCGATTATGAATTTTCTGACGTAACCAAGCATGTTGGAATAGTGGTTAACAGTTAGTTCGTAAATCCACGGCCACAACGAAGAATCAACTCGCCGAGTCGGATTCATATGGATAAGTGCTGGACTAGATGGTCAAGGCAAGTTTGCTTATACGGAAGCAGCAGCGGGTAAATGAAC", "method": "ctrl_dna"}
|
| 30 |
+
{"id": "ctrldna_End_29", "cell_type": "End", "candidate_enhancer": "CTNACTTCGGTATTCGCAGCCCGCAAACGGTGACTCCACACTTGATCATTCAATGTAACGTCAAAAATCAGAACGACCAGATTAGTTATGTTCTAATAAAGTATCACTGAATACTGTTGAAGTATAGACGTCGCTGCCCGCTGATCTCATCCCTGTTTAAAGCCAAGGCGTTGTGCTCTCCGCTACCACAACTTAATGTGGAACCAGCCAAAAAGGCTTCCAGCAATATACTATTCATCCTTGCACTATTATTCGTACTTTAATAGAACTCCGGCTATTGTCTGTCACCGTAATTGTATCGCCTAATAGTTTTGGTCGATTTTAAGTCATTTTCAATAATATGAAAACGTATCCCACCCCGCGTTATTCTCTATTATGCACACGTCCCGCCTAACAAGCCTATATTAATGTGGTTGCTAACTGATTGTATTCGATATCAAAGTAACCATTTTTCACGGTGGGCAAAATTGCCATTGCACCGTGTCAGGGTTAGAGCTCAGTTCAATCATATATATAGATATACCAGTGCCTGGCACACCCTCGTGAATTTTTTATCCACCGTTCATTGAAACCAGAAAGGAACGGTGGTTAAACACCAAC", "method": "ctrl_dna"}
|
| 31 |
+
{"id": "ctrldna_End_30", "cell_type": "End", "candidate_enhancer": "ATACTTTGATACAGGACCCTGTGCGACGTAATTTTGGCCTAGTATAAGATTGATCTTCGACTGCCTTATGCCAGCTTTATTGTGATTTTTAAGGCATATAAGATTCGACAGAGATAATAGCAGAACGGATTATTTTAATTCAAGTTATTTCTCATAATCTAAACTATTAAATTTTTTAAATGATTACTTATGTAATTAACGGTCATAGATTCGGGACATAAGTTATGCCTAGCACGGGCCAACACTATAGTACTGGAGCAAGTATAGACGTACCTACGTACATGCACAGTAGCCTTAAGAATTGGTACGCTATGCTATAACGTTACGCCGAGCGGATAAAACCAGTCGTAACTAGCGCCTGGTCACAACGTGCTGAACTACAAAACGCATTAAAATCAAGGACTACAATAAGAATCGGAGAGAATCATAGTGACAAGAACCTACGGTTAGTATGGTTGATTAGGTCAAAGATAGCAATCTTCAGATATACTGGATTTATTGCCAAGCACTGTCCCTCCGGAAAATGCCAGTCTGTATGTCCGGACTGAGACAAGCGGCAGTTGCTGCGCCGTCAGCCATCCTCGTTTCCTCAGGTTAACA", "method": "ctrl_dna"}
|
| 32 |
+
{"id": "ctrldna_End_31", "cell_type": "End", "candidate_enhancer": "TATGCGAGTGCACAATGGTACTACCCAGTTTGGCAGCCAGCTAGTAACTTCTGACTTTCAACGCGAATTAGCATTTCGATATAAGCATTAACAAGTTTCTGGGTAAAGTCGTGTTGCACTCAGCACTCCTGTAAATCGAATCCGGAATTTGTATTACACTGTTATGAAATGGTAGTGTGAACACAAATAAATCGTCCAGACATAATCTGCTTCTTTTCGCATTTGTTCAGAGTATCTGAAAGCTTCCCCTTGATCTAAAACACAGGATTTGAATATTATGACCGATAGAGGGTGACTAGTTGCTACGCCCTTTATGTAGCGGTATATATGATTTATAGTTTGCGGGAGCAAAGGATATAGACAAGTTTGTGGGTCAAACTTTACTCGGTACTCGCTAATTCCAGTATTACCCAATACTACGGAGTACACACTACGGGCCGTAGAATGGCGGAAGCTAACAGTGGTCGTCAACGAATGTCACCCGTCTATCCAAGGACGATTAACGTCGGGACTAGGTGAAGCTATCAAGCGCGCTTTATTAGGTATTGTTTCAATTATAACTTAAAAACTGATTGAGTTAGAGCTAAAAAGTAGAATAGT", "method": "ctrl_dna"}
|
| 33 |
+
{"id": "ctrldna_End_32", "cell_type": "End", "candidate_enhancer": "CACGTAGTAGACAGTCGGGCTGAGCATGCAGTTTGAAACAAATTATAAATTGAGTACCAGAAGTCTTGCACGCGGCAACTCTATTTTGCTAATATAGTTTCAAAATTTCACTGGGTGGTACATTCAAAGATTGCTCATTGAATGAGGGATCGATCTCCGTGTTGAGATGAACGTAATTCAGAATCGTTTGGTGTTCTATGAATTGACTAAACACTACTTACGTCCCTTAATTCAACAAAAGACCGCTACACTCTGCTTAAAACCAGACAGAATGGCGTCCAGAGATTTTAATGAAACTAACATTAGTAAACTATCCTGGCGAACGGTCGATTTTCTTATAGTGTATCAGCGAGTAAACCCCCAGAATATTGTATGAATCTCAACGATTTGTTTTAGACACTGCACTTACAAACTTTTCGTGTTTATGACTCGGGTCCGTACAGAGGCATGAAGTTTTTCAAAGGTGGATTTTCCCCGACTCGTCATTCTAGACCTCCTTTTAGTGTTCAAATTTTACACTTGCGCTCACAATTTAAAGAGTTGTCTCCCCAGAGAAAATTAGAATATAGAGATAAAGTTCGTGATGGACCGCATCCTCAT", "method": "ctrl_dna"}
|
| 34 |
+
{"id": "ctrldna_End_33", "cell_type": "End", "candidate_enhancer": "ATNGAAAGGGAACCTACTAAAGCATTGGGAAATGTATTTACTTATTAGCCCAACCAATAGTATTGTGCAATATTCAGCATATTACTTATTATTTAATTTTACAATGCCAGAGCCGAGGCAGACGATTTTACAAAAACCTCTTTACCAGTCATATAAGCCTAAGCTTAAAAATATTAACACCATACACAGTAAAGAAAAAATAGTATTGTGATGATATCCGTATGGGAAACGAAACATCATCTATTAAATGATATAATTTGCATATTTACCTTTAAATCAATCTTTATTATATATTTACAGTATCTCTCCATAATCATACTCTCAACAAGAACTGGCAATTCGTATGGTCATCTTATCCTAGTTATAGACGTCCTACAGTAACCAGTTGGGAATTGACCAATAAACCCGCCCTGGTACTAAACTTCGATTCATCTTGATCCATAACGGATTTACAAAATCCAGGGTTATGCCGTGCTAATGCATGTTCAAACGAGTTACAACGCGTGGAAGCGAGCTGATTTTCGTCTACTGAGTTGAACGGTTAACTTGGCTCGGTATGTACATGAGAACGCCTTCGACTTCCAGTAGCCTAAAATGGTG", "method": "ctrl_dna"}
|
| 35 |
+
{"id": "ctrldna_End_34", "cell_type": "End", "candidate_enhancer": "AGGTTACGTAATATGGTTTTAATAGGTTATATCTTAGTAATTTTAAAAGAGAGTTAATAAAATTTTTTCCAGTTTTACGACTAATGTAATATCGAGGCCCGCATTAGGACGCTTGTCAGCTCATTTAGTATTCCGTTTTCGAATTTTTATCATACTCTAATGAACGGATAACTATTTTGTGTGTGTGCGTCTTTTTCGAATTCCGAAAATGTTAAGTGTTGCAATGGTTATCATTGACTTGTATACAGCTCCAAGCCCATTAATGATGATCGCCTTACTAAAGCTAGAATTTCGCGAAAAAATCAAAGCCAATACTACAGGGGTAGGTAATAGCTTATATGACCTATCACCTTATAACGTCGATAGCCCCTTGATTCCAAGCGTATAATATGTAATTGGCTAGACATTCCAATCTATTCAATAAGAGATCGGTTGCCGGCCATCAGAAAGAGAGATTAGAGTAATCAAGGACTGCGCTGAAAGGATCCGTAACCATTGGAACGGTCCAGGCTCAAGAAATAAGCTGCACAGGGCCCGCTAGTAATCCAATGTAGGTTTCGACCGGATATGGACGAAATCACGATACCATGCGTGCTCTTA", "method": "ctrl_dna"}
|
| 36 |
+
{"id": "ctrldna_End_35", "cell_type": "End", "candidate_enhancer": "TAGNTCGTGGCAACTTCCATCCAAGAATGTCGCTTCGAGGTTTATATAATTAGACAACATAGATTGCTATTCTGAACGATAATTAATTGGTTTCTAAACTATTTTCATACCCCATCGTTGGAAACATGTTTGTTTACTGAATGATACGTTATAGACTTTAACACAGTAAGCCCCGCGTCCAGCTTTTCTGCGCATGTACGTTAAGGGAGGGGTCCATTAGGAATAAACAGCACTTATATTATTCCTGATAGTGAGTCCTCGTCAAATAATTTGGAAGCCTAAAAACATAGAGAGTACAGGTTTATTGCCTGCAATTGTGGTTACTTTGGTGTGGTATAAGATCGAAAACAAGCTTTATTTTAGTTCGACGTCACGGAGACGCTGTACTATTCTAAGTAAAATTGAGTGTGTATGTCATATAAAATGCATTATAGGCATAGAGCTAATGAGTGGCTTTTACGTAGATTATGACTAGCTGTGGGTGACAACCGCGTTTTGGTATTGGATACCACCGGTGCCAAGGCTCAAGTGTAAATGCCTACTACCCGGCGCTTACATATATTTGCCTTGAAACACCATAAAACCGCCGTCATTTTACAG", "method": "ctrl_dna"}
|
| 37 |
+
{"id": "ctrldna_End_36", "cell_type": "End", "candidate_enhancer": "TTTTTGGGTTAATCCTGGATTCCTTCGTGGCCACTCCTGATTATACGATGGTACTTATGATCCATTCTTCTGTAAATAGTCCATACGTAGCAATTGTTATACACGACACGTGGTTAAAACACGACTATTTGATTAAGTTAGGCATTTTTCTAAATAACAGTTTGTCCGTACTCATTTCATCTACCGATCTCTGCTAGTAGGTAATCTAGAAGGGGATTTTGCTGATTCAGCAGTGTCCATGTGCTATATTTTGGGTATTTTGCTAAAGATGCGAAGAAAGGGAAAATTATAAGTGTCATTTACCAGGCATTACGCTAACTTGAGTGAAGGTTTTCTATCAGTCCTAAATTTGAAATCCTTTCTAGATGCCTTTTCTCTTCGAGGTCTTGGTGAACATAGGAAGTTGAGGCTTTTGCTTTAATGGTTCCCTTAGATCTGGAGTGTTACTTCTGTACAGACATAGCTGGTTAGGCCTTTATTCGGAAGCTCATTTAAGATAGGGATAGCCTGTTTGTTTGAAGTAAGCTCATGACATAAGATATAAGATTCCGTTGTCCTTATCACGCGTCAACGTTTGATCGACTAGTGAAGAATCAGCTT", "method": "ctrl_dna"}
|
| 38 |
+
{"id": "ctrldna_End_37", "cell_type": "End", "candidate_enhancer": "CGNGACTAGCGCAAATGGCGATCAGATAACCCGAAGGTCATTGCCTCAAGAATTTAAGCCTTCATAGCGTATTTTGCGCGCATCAACAATCTAGTCTTAGATTGGCAAGAAAATCTAAGCTAAACATATCCGCAGAAAATGCTGGTCTATTGCGTCATTATAAATTCGTAAAAGTATACATTAAAACCGCCCCGTCTAGTACAAACCAATTAAAAGGACAGATCACTTAAAAAATCGTTTTAGAATTACGAGGTCAGTTTATGTTTAATATAAACATTCATAAGGGTTTAAATAGCAATCCTAATGATCTTATAAATATGCTTATAAGCGAGAACCCCTCTCAGCCGGGATATATTAAAGCTACTACCAACGTGTTACCGATAATCATTGCTTGGTGTCTCGTATACGGTACTCCTATCCTTTATTGAGCCTTCTTTGTATGCGTTTAATAGATATTAGTTGCAAGCAAGGTTAAGAAGATCCTTAGGGACCCCAAATTGTCCATATATGGCTCGAAAATGTTGGTTGTATTAATCATTTTTCATTTGATTTAACAAAAAAGAATTGGCTTAGTGAGAGCGGAACTATCGTGCTCTGAAG", "method": "ctrl_dna"}
|
| 39 |
+
{"id": "ctrldna_End_38", "cell_type": "End", "candidate_enhancer": "TTNTTTAAACAGATTACAGTAGAGAAATAAGTGTCAGTAGACTTCAATAATATTTGTTACCAAGTTCGGCTGGTTAAGTGGATCGGTCTATCCGTAGGATTTCAGTACATAAAAGATCTTGTATTAACATAATCTAGCGAGTCCTACTACTCAGCTGAATATATACATCTTTACGAAGGCATGCACCAACGCGAATGCATTAATCCTCCAAACACCACACGGACCGTGGGATTGATTGAACTTCAAGCACGAACAACTATTTAATATTTATCCGATAAACCCCACTTAGATATAAACTTGCTTATGCGGTGATAATTAGTAGCCTCGAAAGGGTCATACCCGTCCGATTCGAACAAGTAGACTTATAATCGACTCCAATGAAGCGGAGAACTAGTATGCAACTTCATTAGTAAGAATCATATAAAGTACATCACGCGATGCACCTAAACCATCATGATTTTGTGTAAGAGGTTACAAGTATCCCGAAACCGTTTTTGGAGCTACGGTTTTTCCGCACTTATTATTCATCTCGTTGTAGTAGGAGATGTGTGACAGCGGACAGGCGTGTACCTCCGCATATTTAGCCTGGCGAGGATCTTC", "method": "ctrl_dna"}
|
| 40 |
+
{"id": "ctrldna_End_39", "cell_type": "End", "candidate_enhancer": "AGGNAAACCATTCGGGTCAATATACTATCCTATCGGTCACGCTTCCAAGGGTGTACTAAGAATATACGTCTGACATTCTGCGTTAAAGTCATCAATATTACCGCCTTGCCCTTGGACGAACGGACACAGTTCGAAGATAATTTTGTAGTCAATCAATAATATTAGCAATGTTTTAATCTTATTATTACACCTAGGTGTGCATCGTCATTGCAAGAGCTATACATAAGAGTCGTTGTGCATGCATGCTACACCCCCTGCTCCATAATTGTATTACTACATTTGAGATTAATCAAAAACTTGTTTAGAAAGTTAAATTATAATCTATCTTATTAGATCTAGGTAAGTGTCTCCATGCGCTCGGTAAAACATTCAGATATAGCACTATTAATCATTGATATCATGCATTTCAAGCCGTTGGCGGTTTATGGAGTAGACACCAGAATCACCGAGTTGCGGTTTATAAGAACTTTCATCACAACCGCTACATAAATTGAATAGTACTCGGTTCCTCTAACGTCTGAAGTTTCAAATTCTCTGGATCCCCGGTTGAAAATCCAATTTTACGACTCGTCAAGCCATGTTAAGGTAGGCTTGACCGGA", "method": "ctrl_dna"}
|
| 41 |
+
{"id": "ctrldna_End_40", "cell_type": "End", "candidate_enhancer": "GCNNACAGCTTTGTTTTCCATCTTAGTGTTCTAACAATATAATCTTATCACGATCTCGGCATAAAAAACAAATAGTAGTAGTGTTTTTACGTTTTTTCATTTTCTCTGTAGTCGTTTTTATAACTAGACATGGTCTTACTGTGGACAAGGCGAAATTTCCCGGAACTCAACAACGTACTAATCTTTGAGGTCATGTCCCGACGCGCGGGACAAATTTTCAGTCTCCAACACAGCATCATGTCTCCATGATCCAAAACAGCCAGGTTATCACCAAAAGACTATTTCGATTGTCAAATTGTACCTGACATTTCCAAGCTTAAGGAAAGAATGAGTTTTACGAACTCCTAAATGGGACTTTTATTTAATGAAAACGCATTATCAAGTTTATCTCACCATGATCCTAAATACGTCTAGAATCTTAGTTCCGTAGTATAAATGTTTACCTTCGTACCCGCCAGGGAGGTGCACCAGGGCTCTTTATTCCTTTCGTTTGCGAACATAGCTATCAGGCGACCGAGCAACTCCCCTTTAGACTCGCAGCTAGTATTGTATACAGATTGGATTATCAAGCGGTGCCCTCCCTTACTCCTATTTCTCAAG", "method": "ctrl_dna"}
|
| 42 |
+
{"id": "ctrldna_End_41", "cell_type": "End", "candidate_enhancer": "CGAGTCTAAGTTCATTTAGCATGACGCTAGCTTTAATTATTGTAAGAGACATTAAATATAATATCACACTACATGCCTAAGTAGTCGCCGAGTTCCTATACACTTCGATAGAACTGGCAACCATCGATTAGCATTCTAATTAAATACTACAAGGTCGGAATATTCTAGATGTAATAGAACTTGACCAAATTCAAGACTCGAGCATCACTGCTAAAAGCCGTTATAGGTCGAAAGGAACCTTAAAATACCGGTCGTAATATAAACGCTAATGCCCGATCCTGTTTTATACCGCAGTGGTTGAAAGTTAGAATTATTGCGGATATAAAGTCGGATTCTGACAGCAAAACTCGAATCATTTGACGTCATGTTCCCCTAATACACTACTTCATTATTTCTTGGAGGTACTATGCTCGTAATACAGTATATCTCTTGTGGGTGTAGTGGAAAGCCCCAAAGATCACTCGTGCATAAGTATCAGCGCAGGAGTTCTAAAACATGAGATAACGAAGCTATGCTATCATATCGTAAGATACACTGCATCTATAGACGCTTTGCGTGTCAAGCGTAGTACATCTTCGTGTAAGTCCAACGAGCCAACTA", "method": "ctrl_dna"}
|
| 43 |
+
{"id": "ctrldna_End_42", "cell_type": "End", "candidate_enhancer": "AGAATTGCTGTCCAAGTCAAGATTAGATATTCGCAACCCTCGCCCAAGATTTCATTAGAGATCAAGTTCCCAAAACTTGTTCCGCGAGTGGTTAAAATTATAACTAAAGACCGAATCCTATAGAAAGGTGGATCTAACTCAACTTGACAATATAGTACACTAACTAAAACAGGCAACAGACAGTGCTTCATGCTTCCTTATTAATTATTAGATGATTTCAAGTTATAGAAGAAATACACTTGGCGCCAGCAATATTCCAGCCTATTGGCGGGAAGCGATTTAAGCAATTGAAGAACAGGTCAATCCCGCTCTGAAATTGATGTGTCTACTTTAGTATAAAGAATTTCAGAAAGTGCGACTCTGTATCACCTAATTTCGCTTTTCCAATTCTCATAGTTGGCTCATTCTTTCGATGCACTCCTGTGCGCGGGTTAGATCATAACATTCACTGGCTAGTAAATCCCCACTTACCGTAAAATCAAGAATGTTGTAGACAGGTCCTACCTCAATATAAGGTAAGACCGCAAGGCAGCCATATCGACAGTAGCGGTTGATTAGTTCATGATGATTAACCTCAAATTGCTCATAGAACCCTATGAG", "method": "ctrl_dna"}
|
| 44 |
+
{"id": "ctrldna_End_43", "cell_type": "End", "candidate_enhancer": "TATCTTCTGCCATCGCTATAATGCTTACAAGGTTTATATTATAATCGATTTGAGAAGCCGATAATCAAGAAATGTTCTATCGTATGACAAGCTTACACCGTGTATGAGGGAAAAAGAATTGTTCCAATTAGCGCCAATTAAGAATCTTTTCGTCTAAGACACGCTCTTATCGTCACTGCATATCATCATTAGGCCAACGGTGTATTTACCTCTGGAGTCGGATAAATTTAACTTAATTGACTAAAGAACCAAACATGGGTTATGAGTCTACCTATAGCCATATCGAACATTACAACTCGCATTAGTATGCTGTTAACTATCAATCTATAGCTATCTAATGCATACTAATGGTGCAAATAAGAATAAACTATTTGCCCACGCGATCTATAACGTCCTAACCCGTGCGCATAATTGCACCGTATCAGCCGCGCTTCCTCTGAAGACCCATCTGCCAAACACAAATGTACAGTTCACAATGCGTGAAAATGCTATTCACCATAGCTAATTATTAGTTGCTTAACCACGCATCATGTAACCCTGTTGATTTATACTATTACCGGTCGGCGTTAATTTTGCTATTTAGGGAACCTAGAGCGCTAG", "method": "ctrl_dna"}
|
| 45 |
+
{"id": "ctrldna_End_44", "cell_type": "End", "candidate_enhancer": "TTTCTAGCAAGTAGGATCAAGCGGGTTTATAGCAATAATATTCCAATAGCTGTTTCCAATTGGTCATTCTAAATACGTTTAATCGACAAAGTCGAAAGCAAAGTTCTTGGTACTTAGGAGCTAGTAGTGTGATCAACCCTATGAAACACTAGGACTATGATCTATGAAAACTCCTTACCTTGATTTCTACCCCCCTAGGCTATGATGAGCTTCCTACGGTTATACGCAGCACAGCAAGAATTTTTTAAACACACCTCAGTAATTATACGACTTCCTATACAACTGTAAAACTATAATGCATAGAGCTTTCCTTTCCAGCGCCCCGCTATCCCTCCCTAAAAAGCTCCTCCTAAAACAATGTAGAAAAGGAGCCGATGTAATATGCAGAGTACTTCTATTCCGTGTGCACTCAGCCTTAAACCTCCAATCCAATCTTGCTGAGGCACGCAGGGATTTTTTATATCTTTTTACAATATACAAATACGGCGTCAGTTCGATTAGCCGATTATCTATTATCAGAACGCCCACTGCGAATCACTTGCCTATACAAAGGACGCGTACTCCTTAGAATCAAATATGGAAATCAAATCCGTTGACACG", "method": "ctrl_dna"}
|
| 46 |
+
{"id": "ctrldna_End_45", "cell_type": "End", "candidate_enhancer": "AANTGTGTTAAGGTGGTGGCACGTGAATATATGAAACGTCCGCCCATGAGCTTGCGATGCGGGTTTATAAAAGCTCGGTTCTTGCTTCGGTGCCGTTTTACAAAATGTCATACTTCACATCCAGAATCTTGTAACTACGGGAAGATGCGCACCATCGGCTGGTAACATTAAGAAGACTTATGTTTTAAACTTTACTCTTTAAAGATCAACCCATTACCTTTAAGGTACGAGTGTAATATGTTACGGAGTATCTAATCGAATCTAGTTTAATCTATACGGTCCAAATTATCACATAAAATAAAAATTATTGAGCTGAATCCTAAGTAGGTAAGGTGACTGCATAAAGACTATCCCCAACACCCGACAATAAGTAATCTAAAGTGATGAAGTATGAGGTAGCGAGACGTTTCAAATAAAAGCATGTTGTATACAGACAACTGAACCATGTGCAGTTATGCTCACCTGTATCAAAACGATGGCGATCGTAGATACCTGCTCCAATATAGTTTACAGAGTTGTTCTGAATGTTGTAAATATGAGCTATGTTTCCATTACCTGGGCTAACAAGCTAACGCAGATCCGATGTAGTCAGAGGAAATA", "method": "ctrl_dna"}
|
| 47 |
+
{"id": "ctrldna_End_46", "cell_type": "End", "candidate_enhancer": "ACNCGAAACAAACTAATTAGATAATGTAACCGTGATTCCGAAGCGGTAGGCGTAACGACTCCGCCCGTGTCTTCCTGCTTCTGACCCGAACTTTGTAAATTATTATAAGAAGGATCCATGTAAATTATCCACCATTCCATTTAAACCACAGAAAGGACTCTTCTTGAAGCTAACTATTAATTATTATGGTAGTGTAGTGAGCGATATCAGTGAGCTCGAAATACTAATAGAAAGTGTGCGAAATGACAACTTCGACTGCCAGCATTTTGTGAGGCTGGTAACTACGGTAAGGGTGGTTATAATGGGTACGGTATAGCACATACACCTCGAACAAGCTACGTCATTAAACTTTGTGAAACCAATACTAATAGATAATTATTCATCTCTACATCCCAGCAATACTCAATGTGCATTGTTAGAAGTTAAACAAGTCTTCTTTTGTTCGAGTGATCGGAAATTCTCTTAGATGTCTTTAACAGCCAATCATAAGATACCTTCTCGACGACAATTTCGTACCATGCCATTGACCTAAGAGGTTGGACCCTGCATTATGTAACCTGGCGTCATCTCAAATCTAAGCAGAGATTGGGAAAGAACTTC", "method": "ctrl_dna"}
|
| 48 |
+
{"id": "ctrldna_End_47", "cell_type": "End", "candidate_enhancer": "GCNNCCTCTTCTGCGAATCTAAAACTGGAATTGAACGGGCCTAGGAATAAGTATTGTTAAAATATGTTAAAGGGACTTACATTACAAAGGATCGCTGAGCGCGTCTCGTACTTCTATTAATTAAAATAGAACCTTGTGTTTGAAATTAGGTCAAAGAGATATAGAAATGTCTGTTATACGATAGTATGCCCCTAAACGGTGACCCTAATTAGTACTGCTATGAATCCGGTCCTGTACTGAATATTTTAAGCTGTCTTCCTAATTAATAGCACATAATACCTTGCAGTTCTAATGGCCAGACTTATGTTCACAATTTTGAATCGCTACGATTAAGTTGTCGGGGGCAACCCGGGACATGTGAAAACTAAAAGTCAAATGACATACATCTGTCCCTGTTTAGTGACGTTCGAGAGGATCCTCAAGGATCAGACACACACACTTCGTGGTCCGGGAGGAATTTTAGAATATGTCTCTGCTTCCGGCAAACGCGCTGGATTCCAGGTCGTCGTGTCTTAGCGAATTCCATCATGGAGTCTATAAAACACTTACGAAAAGCCTCCGGCATATCGACCATGTTCTCAAAACACCATGGTAACCAGA", "method": "ctrl_dna"}
|
| 49 |
+
{"id": "ctrldna_End_48", "cell_type": "End", "candidate_enhancer": "TANCTCTATCAAAAAAAGTTATTCAACCGAAATATGAATCGGACTGTACCTCAAAAAAAGTCCTTAATAATGGAGCCAGGACGATGTATTAGAAATCTTGCGAAGAAATATCCCCAAGTGTTCGAGCCGGGGTACTGGGGGAAATTTCTGTTATTGTAATCCCGGTTTAAAAGATTAGGCTCTTTTGAGATCACGTGTGATCTTCTCCATGACGTTAACTAAGGATAGACCCTTTCCTTTTCATCGACTCGAGAGCTTATATCGTCCGGGTAATTACTAAACCGACAATTTAGTGGTGTTTAATACACCCCTGCTGATAGATATTTCTGTTCCCGAGCCATAAAACAGTTCTGTCCTAATGACAGACTCACGCTGAATCAACCTTAGAGTTAGTCAGGCTGATCATAAGAATAGCGACAACTTGCAATTCGATTGGTATCTGGCTTAAGACCGCTACAGACATACAGACAGACCTTAGTTTTGCTGGTTCGAGGGATCAAACTTGTGGCATGGTTCGGTGGTACGGTCTTTCACCACTATACAATTGTTTTGCCTGCTAAGATTAAAACAAGGATTACATTTGTAGTACATACTGTGTAG", "method": "ctrl_dna"}
|
| 50 |
+
{"id": "ctrldna_End_49", "cell_type": "End", "candidate_enhancer": "CGNGTCCGATCGTTTTAACCTTGATATCAAGTTGCAACCTCCTGAAGGTCGCAATTAAATCATATTGTTTGGGTTTAAGGAACCTGCGGTTCGTTTTAATGGCACTCACACATCACAAACTCCGGAGGTAGACCGAGGGGTGCTACTATAATATAAATTGAATTAGTCAATCTACAGCACCACGGGTCACGATTTTTCTTGTATAAAGTAATAATGCCGTCCCTTCTATCAGTACTTGGTAACGTCCACCCCAAATTTACGTGTTATTTCTAGCGACCGATGTATTATATACTACCTGTCCCACTTGTCTCTCCTAAGTGAAAATCGATGGTTCTTCCAGTGCAAGTGGGGTTTTGGTATGGTTAGTTTCCGAAGCTTTGCGGTGGTGCAGCCCGGATCAACAGGGGCATAACTCACCACATTAAGATGGCCAAGAGGCTTACAATTTTATTATGCGATGGTGTGCGACATCTATATTTCATCAAACAAACGTAAGCTCCGAAGTGGCGGTCAGAGAGCTAATCGAGGAAATATTGACGTCGTATGTTTTGCAATAAGACACGGAGGGATATTCGAGAGGTTATATGATAATGGCGGATT", "method": "ctrl_dna"}
|
| 51 |
+
{"id": "ctrldna_End_50", "cell_type": "End", "candidate_enhancer": "TAAGTCGTAATGCTCCTAATTATAACACGTTGCTTGCGTACAATTCTTTTCCTCACAACCTTTATGTACTAAGAGATAAACATCATGATTGGACGTACAAGCAGACATAAAGTTTTAATGACAAGGAAACGATGGGTGTGGGACTCTCAGGTGCCTAGAAACAGCAACCAGAAGTTTAACCCATCCCACTTTGATGGTAACTACAAAAGAGCAAACATATCAATGACCCATGACGTACGGTCCGGCGAAATAGTATGAAACGGGCGGTCGTATGATACTTAGGGCTGGCACCCGCCATATAGATAGTTAAATTGAGGAACCGTCTGGAAGTTTCGACTCAATAAATAAATTGTACCGATTCGCTTGCCAAATCTTGAGAAAGCCGTGTTCACTCACATTACATATCATAGTCATGCTTGTGAAAGTCAATCTACCTAAGGCTATCTTCACTACGACGTCATACCCCTTGGATATTAGTTATTAAATTCTAACGGATTTACCTATAGGCCCATATTTGCAACATTCGTGAGTGAAGGCTGGCCGCTACCCTGAAAAACTATTGTATACGACAATATAACACGCACGCGATCGGGAGGCCGA", "method": "ctrl_dna"}
|
| 52 |
+
{"id": "ctrldna_End_51", "cell_type": "End", "candidate_enhancer": "TAGCGTGGTTGCTCTATAAGATGGGGCATTGACGTGAAAGTGTTGCTCTGGAAGGAAGAAATAATAAAATTGGCAATATCAGACAGAGGAGAAAATATACGCTCACAAATGCCGGGGTAGCATTATGATAATGGGACGTGATCAGCAGTGCTTAGGCTCTCAATCCCTTTCTATTAATACTAGAAAATAAAATGTCTACATCAGGTCACGCACACAACAGAATTAGTTAAACGATCGTAAGGAATGTCTGAGTGCTCTGGAGGACCAATGTGCTTCTGATCGTAAGATTTACTTTCGGAGAGCCCATTTCGACAGCGAAAATTACGGCATATATCTTTTAACTTACGTCTCACGCATGATTCTGCTGCACTGACCGCTGATTGATAATTAGGAGACTGCTCAACTTCTATACCTTTGACTAACACTTCACTTACGTGTTTAGATTAGACAACAACGTTATTTTCCATGCTAACGCGGAATCTTCGGTCTTACGTGAGAGGCCAGTGAGAATCATATCGTTTTCAAATTAGTGGTCGCCGGACAAACCCATATGGCGCATTGCCTGTTATGTGCTCGTTAGTTAGTACCTGTTACGGGGAA", "method": "ctrl_dna"}
|
| 53 |
+
{"id": "ctrldna_End_52", "cell_type": "End", "candidate_enhancer": "TTNNTGGGAGAGTGGTACTTGAAAGGTATTAAAAAAGGATTTGATTTACCGATTCGGCCGAAGATAGTTTACGCAATACTTTCAAACAGACGGAGGCTTTAAACGAGTACATGACTACCATATTGAATGAGCAGTGTAATCAGAGAACCTTTAAATGCGCTTGCCTCCTTAAAATAATATTCAAGAATACAACTTAAGTATAATAGTAGTGAGCGATCCCGTACTTCCCCAAGCATTATTATTATGTTTCCTGGCCATCAGTATGATTAATAACTACCGCTGGAATATATGCCGTTTACTGACATCGTGGACCAGCTAATTGCCGAAGTACGGGGGGAGATCAATAAATCTTTAATATTCTGAATTGTAGTAGATGTGGGTATCAGCATAGGAACCCCTTATATTAAGAAACTGACATATTGAGAATTTTCGCCGATGGGGGTGGATTAATTACGAGGTAGCACACGGTAAGGTTTTTAATCAGGAGCTGTCATCAAGTTTTATGTTTCACGATGAATCTCTTGTCCCAACTATCCAACTCGTCAGTGGATTCAACGGAACCAGAATAGGATAATGCATATCGGCTACCCAAGCACCGGA", "method": "ctrl_dna"}
|
| 54 |
+
{"id": "ctrldna_End_53", "cell_type": "End", "candidate_enhancer": "TGNAGAATTTAATCATCTAATACACGACCTTGATTCCGCTACACGCGGGTGAGTTGATTAAGGAAGCACGCTGATGCCGGGTCGAACCAATTAACGTAAATGGGGTCCTAAATTTTACTCCATACCAGTACATCCCTCGATTTACTCCTCGACGTTAACATCCACAAAGAGAGGATCCCACCGCGAGAAGGGACCTCTTGTTCTCTCAAAGAACCTAATAAATTAATCTTGATCCAGAAAAGCTGTTATAAAACGTTTCAGTTACAAAAACCTGTCTTGCCTGTATCGGCTTGCCCTGAAATATTAAAAGAAGAGCAAAACAGTTACGCATTCATCAGAGTAATTGAGATCTCATTCCTGTGACGACCCGCGCTAAGGTAACTCGAAGCAGTGTTCTTTCACAACGATATAAAATTTAGAAACGGCTCGTTCTTAAAGGCGACACCGGGCTTCCACTGATAGCCAGTACGGTTGCGTAAAAACACAGTCCATCTGTTTATGAGCTCTTAGGCTTTGTTGTGGTTTCGGTAAAAATACACCGGTGTAGAGTATAGCTAATGATATTAGGGCAGTTGCCAACGGCGGTATATTCTAAGCGGC", "method": "ctrl_dna"}
|
| 55 |
+
{"id": "ctrldna_End_54", "cell_type": "End", "candidate_enhancer": "CCGNGTGAGGCAAAATTCTTAACTATGGAATACATTTTGTCCTGCTTTTTAATTAAGTTATGTATAGGTGAGGTAATCTTTGGCATCTTGAAACACTCGCTACGGTATAAGTAAACTAGGACAATAAAAATAACGACTACATATCTCAATAGTGCTCTCACTAGTGGTGAAAATGTAACAGAAAATATATTCTTGTATTATTTTCAACAGAGCTGTCATGGAGTATCATCGATTATCTTACTTAAATAACTTTAGATTTCATTACTCTTACAGTGGATTGTATCTTCTCTGTTAAGCTTATCAATAAAATCGCAAGAGCCACGTAAGTGTCTAGATGTACGTAAATTACACCGTGTTTAAAGTAAAGAGTATCGTAGAGGAGACGTAACAACTTTGGTTACACAGTAGGAGACACTGTATTAAAACGGGAAAGTGACCTCTTCTTAATAGGACTTTTTCTTCGACGTCTCCAATGACTATGAATGTAATCTAATATCTATTTTACTATGAATCCGGGATAACCTGCAAGCTGGTAGCCCAAGTGCCATGCCTTTGGATGGCTAACTCCCCATTCCGTCTATCGTGGTCACAGCAATCACT", "method": "ctrl_dna"}
|
| 56 |
+
{"id": "ctrldna_End_55", "cell_type": "End", "candidate_enhancer": "ATCTTAATTAAGAACAATTAGGAGATATCAATGTACGTGGAAGGTGCTAAAGGTAACACTGGCGTACATCTTTGGGTTCTTCCTTCAACAAGTGATATAACCTCATCATGCGTTTCTTAGTTTCATTAAAGGCTGGCACCAGGTCGACAGTCCAATTGATTATACAATGTAGCGTGCACAAATCAACGAAACTACATTATTTGCATCAGCCAATGATGAACTATATCCTGCGCCAGTCCTTAAGATTGATGCTTCCTGTATCCTTATACCTACCATATCATTTTATCTAGGCTCAGCAATTTAATGAGCTGGAAATCGCCGTCGTACTACGAAGATAATCACAAGATATGACGTACGCTTAGTAGATGTTACCACACCAATATCTAGTCTTAGTTCTCACAATGAGTCTCCTGGCATATAGAAAGCAAACGTTAAAGAAACCAATCACTTATTATCCCTGTGATTATATGCGGCATCGGTCATGGTACAGGACCTTGACACGATCCTCTCAGCTTCATAGCATGACGCAATCTAGTACACGCCGGGTCATCTTGCCCGTTAGGGCACCGGCTGAAGCAGGTTTAAAAATGGCAATGGTGG", "method": "ctrl_dna"}
|
| 57 |
+
{"id": "ctrldna_End_56", "cell_type": "End", "candidate_enhancer": "AGNACCAAAAGCAGAATCTCGATCCCTTCGCCTGGCGTTGGTTAAGATCATCACAGAACATTAATTTTGCACGGAGAAATATATGAGCATTTGCTATGAGTTCTGTGATATATATTTAGGGGCGAACTACATGATGTTCCCTATCTTGAGGTTACTGCAACAGAAAAATCTTGCTGTAAGAGTTCATGAATTGTATCTATTATATCCAAAATTTATTGGATACTCTTTATAACATGCAAATACACAAGAAATTGTGGCGATATTGTGATTAACAACGATCATACCAATGCAAGAGGTTGTCCAGCAATAGTAATATAACCAAGCAGATACTTGTTCTACCAAGATGGATTTTCATCCGATTGATGAAGTAATTATCGCTTCAGAATCCACCACTTCGAGTATACAGTACAAGATTCCAACACTACCGCTATCTATCAAATGGCGCGTCATTCATAGACTGCAATTGACAAACTATAATTAGATGATAGCCTGCGAGTACCAATTAATCTTGTTCATGGTTTAAGATATCAGCTCGATCAATAGAAGCTGGATGCAAATTCCTAGAGTCTTCCGCTTTCTAGAAATGATATCGTCTTTAAC", "method": "ctrl_dna"}
|
| 58 |
+
{"id": "ctrldna_End_57", "cell_type": "End", "candidate_enhancer": "ACAACACCGCCCCCACAAGGTGTTTTTACCTAATAAAACGTGTCACTATGGGGAAGGCCAAAGTCATAGATGTTCCCTGAGCGTCGTACAAATATGTGCACCAGTAGCATCTTGTCCAGGTTTCTGCTGGAGTCATTGCACCCGGGTAGGAGTGCTATTTATGAGTCTTGGTCTATAACTATCTAACTTCCCTAGTGCAGTCCTCGCTGAAGATGTTAGCCTAATTCTAAGTTTGGACAGTTTCGGAAGGTTTCGTCAATTCCTTAAGACAGGACGTCGAGGTGTCGAATCGAGCTATCGTATTTCATGACGCATGAGTGGGAGTACATGTACCTCTGAAACAAGAATAACCAACATAATATTCTCGGTTCGTTGTGTGCACGGGATACTTGTTCCTTACCTTTACACATCCGTACGAAACCGCATGCGTGCACAGGAGTTAAATGGTTGGACGCTGTACATCGCTGGAATAAGCAACAGACATCCGTAGGGAGTAAGAATTCGTACCGTCACAAAGACTCGGACTGATTCGTAGTCTCGAAAATGAGCTACCCGAACATGCACCTTATGACCTTCTTAGGAGTATTGACATTTAGGAGT", "method": "ctrl_dna"}
|
| 59 |
+
{"id": "ctrldna_End_58", "cell_type": "End", "candidate_enhancer": "ATNCGATGCGACAAAAATTGCTCACTCACTCAAGGTTAAAGTGTAACGGAAGGCTATATATGAATTACCTTCAGTTACACGACGCACCGAGAGGCCAAACAACGATTCGACGGTTTCAACTCCATCTACATTTCGGCATCCCCTGATCTTCCTAAGTATCCGACAATATTGACTAGATATTAATAAAGATTGGAGTGTCGTTTCCCACCAACCGGTCGCAGATGTGTGGTCGCTCTTCTAAATCTAGCAGGAACCCAGTTCTAATATTGCACTCTTTACGCTGCAATAACAAATATTTTGCTTTGATAACTTTTCACTTATGTTCTCCTATGTTAAGGTAATATATGCACTAACTATCCCTCACTTAAGGAATACCCAAAGGTTTATGACGAGTATCGTGACGCCCTAGAACGGTATATGTTCCGATTCTGGATTCATTGAGTACGTCACGGGATAGCGAATCACGAACAGTATCTATGTGTATAAAATGAGACACTCAATACCGTCTATAATGGGAGATCCACGGACTCTCTCGTTCTTTCAACAGGTCTTGCAAAATATGTACTCGACGCAAGGGATAACATACGATACGAGTGGCTT", "method": "ctrl_dna"}
|
| 60 |
+
{"id": "ctrldna_End_59", "cell_type": "End", "candidate_enhancer": "AAAAAACCAGTAACAATATTAAACAACTTAAAGGCTGGAGAGTAAGACTCTCTATACTTAAGACTCAAAGTTATACATCTAAATTCCGTGGTCCAAATTAATAATATAAATGGCGATTCCACCATAGACTTCTATGAGACTTCAGATTGGAGCATGTACAACATTACATATCGTTCTTACACGAGTACACATCCGGCTCATCCACCTTATTTGGGGGGAACCTACAAGAAGTAAATTTCAAATGTTCATATTAAATTTTAGTAGATACAAGCTGTAGCTTCCGGCTACCTCGTGCTACTCCAAGCACAATAAGTCTTTAGGGCATATTTCGGTAATTAGTACAATATAAATACGAATTCCGTAACTTATCGCCATCTCTTACCTCCAGTGTTTACCTCATGCTATAGGATTAGCTATCGTAGGCGGATATATAACGTATAACTAAAGGACCTTCCGATTCGCGAACCGTCAGACTGGCGGAATACCAGCAACAGCGGAGAGATATACTTTGTCCATACGGTCTTGGTGAGTAATTAATTTATAACGTAGCGAACTTTTTCGCTCAGGCTAGTGTCCCGAATAATCGAGTACTGAGGTAGT", "method": "ctrl_dna"}
|
| 61 |
+
{"id": "ctrldna_End_60", "cell_type": "End", "candidate_enhancer": "GTACAGAATTAAGGGAGCAACTACCGTTAATTATACAAAAATAGCACCAGTTCTCATGATCAAGACTGTGGCCTCCAATTTTACTATTTAGACCCACCTCTGGAAGGATTGTGATAAGTGGCTGTTAACAGAGAGTGTAGAGATTTGTCTTCCTAAATTTATTACCCATTTAAGCCGCTCGAATATCCTCTTGGGGTTATTGTCAGCTCATAACAACCTGTCAGATCTTGGTGGTTTGTAAACTGCTAGTTCATGGTTTAGGCAAGTTCATTGATGTTCTACCAAACTACGACCTTTACTCACGTTCTCGGTGAAACTTCTGATATAAGCTGTTTCGGTCGTTATGGCCAGTCTATAACTGGAGGCGCTCTAGCTGCATGTCCTATAACAGTGCGAACTTATAATTTATAACCACGCCTGATAACACTCCGGTGGCCCTTGCTAATCCTGTGCCCGATGTTCCAGATGGCGTCAGTTCCGCATTCATCCCCGAAGTTAGGACACAGTAACAGCTACATAACCACCATGAGTTGTCCTTAAGAGTGGACTCATGAGTCCCTGCCTCACACCACCTTTCTCTAGCACGTGATCAGAGGCGCA", "method": "ctrl_dna"}
|
| 62 |
+
{"id": "ctrldna_End_61", "cell_type": "End", "candidate_enhancer": "AGATGCAAGCTACGAGATTAGAAGACGAGCTCGCTAGTGAATTCTATTCCACATTTTTCTAAGTAAAAGCCGGATTAGGACATATCTTAATCCTTCTCATATGATGTCGAGATCTTTCTCATACAGACCTAACGACTATTCGGGCGGTTTGGGGCTTGTCATACTTGTGCGAAATCCTTAAAAGAAATGACATCATTCTGCTCGATAATGGCATAGAGTCAGTCGATTGAGTAAAGTCAAAGATTAAGCTAATGACGGCGACTCTGTAAAAGTTTGAAGGGGGGCTCGTATAGACTAGCGCAAGAGTTAGATGAACGAACTATGCCGATCGCACTCTACAATTTACGAAGCTAGTAGTATGCTATTTCTCGATTTCGCTTTATTTTTTCGATATTTAGAGGACGGCGGATTGTATAGTGGAATCATACGATACCACAGGGGTAAGAACACTACCTACCATAAATTTGTAGTAGATATAATCCGTGGCCTGCGTAATCGCAAGTAGTGTCTTAGTCCAAACGGAAGATAACTATCCTTGCGCCTCACCCTCATACCGCGTTATTTACCAAATATACCAACTCTATCCAGCGGACTAGATCT", "method": "ctrl_dna"}
|
| 63 |
+
{"id": "ctrldna_End_62", "cell_type": "End", "candidate_enhancer": "AATCACTAATACTACTGACACACCATCGTCTTGGATACGACTTTATGAATCACAACCTACATTCAACTGTTTCACGATTTTCATCAATGCCACTATATATGGGATGTGGTCTATCTCGTTTCGAACAACTTACGGGAACGTGGTGTTTTGAACTGATATGAGACCGATTTTTAAACCAGTAACTTGTTACTCAATTCTCCTACATCTACTAGAACTTTATTCACTTACAAAACGAGTATAGCCCGTAACACGCGCGCTTGATAAAGTTTTCGACAAAAAATCGCGATTTGTCTTATTATTGCGGTTATTGCTCGCTTTTTTGCAATAACCATCGTTACTTTAGAATAGGCGATCAAAAGGACTGAGAGGAGGTTTCGTAGAGGGAAGTAATACACTGGTTCCAGGCGTCAATAGACCCGGTGACTTGATAGTGCTACATCCGACTTACTCACGGGGCGAACATTGTAGTAAAAATTACGAAGCTAGCTCGTGCCGTAATTTCGATAGCAGATACTCAGGTTAGATATTTTATATTCGTTAAAGATGATCGATAATGAGTACACATGAGCTCGCCCATTGCGTTAAAGCTGTAGGTTAAAC", "method": "ctrl_dna"}
|
| 64 |
+
{"id": "ctrldna_End_63", "cell_type": "End", "candidate_enhancer": "ACNGAGATGATATGTGACAGAGCAGTGTTACGGAGTCCGAACATATAATAATTTACATAATGCTAAATGCCTCTCTGTCATAAGTCTACCTTCTATTATGAGACACTTTCCAGTATCGACTTACAGATTCAGAGACGCTTTTCTGCCTCTACACCCGAAGAATTCGAACCCTCGGATTTCATCGTAATAATGAAATATTTACAACAACAAGATTCCGAGAATTACGGTATATTGTTCTTGTTGAAAATACAGCGGGGGTACAATGTACAATCTTAGTAGACCCAGCTCTCGCTTATTCGCGCGAATCCCGCTCTTCACAGTCTATTACTCTCTAACGGTGTTTTTTAAGAACGAACCATTTCTCGGGCTGGAGGTCAATGCCGATTTATCGTCCGAAATGGCATCGTATTTTGAAAATAATAGTGAATACGCCGGGCAGAATCCAACTAAGTAGGCGTGTTACCGTGTACTCTAAGTTTTTACTGTACAGAGAGTATTAATCATGTTTGTTGCAAATGAGAAGTGCCGATCATGATATTATGACCGTCTCCTGCGTATTTAGCGGACCTGCACAGAATGTACCAAGGCCAGTACTGTATG", "method": "ctrl_dna"}
|
End/training_log.jsonl
ADDED
|
@@ -0,0 +1,180 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"step": 210, "loss": -6.803605079650879, "reward_mean": 2.5237785195031393e-09, "constraint_violation_mean": 0.08789872378110886, "lambda_max": 0.027152376249432564, "lambda_mean": 0.01243597548455, "elapsed_s": 4.2}
|
| 2 |
+
{"step": 220, "loss": -20.214061737060547, "reward_mean": 2.2421304396447184e-11, "constraint_violation_mean": 0.1294976770877838, "lambda_max": 0.0578017495572567, "lambda_mean": 0.022672340273857117, "elapsed_s": 7.8}
|
| 3 |
+
{"step": 230, "loss": -17.58917236328125, "reward_mean": 1.7285428555169347e-07, "constraint_violation_mean": 0.07959817349910736, "lambda_max": 0.08538927137851715, "lambda_mean": 0.03307678550481796, "elapsed_s": 11.2}
|
| 4 |
+
{"step": 240, "loss": -42.44947052001953, "reward_mean": 1.2867820259998553e-05, "constraint_violation_mean": 0.11399000138044357, "lambda_max": 0.111966073513031, "lambda_mean": 0.04417301341891289, "elapsed_s": 14.6}
|
| 5 |
+
{"step": 250, "loss": -40.92548370361328, "reward_mean": 8.669378827015975e-14, "constraint_violation_mean": 0.10620911419391632, "lambda_max": 0.14071394503116608, "lambda_mean": 0.05556107684969902, "elapsed_s": 18.0}
|
| 6 |
+
{"step": 260, "loss": -81.43885803222656, "reward_mean": 1.6648712573494318e-12, "constraint_violation_mean": 0.14122562110424042, "lambda_max": 0.17003010213375092, "lambda_mean": 0.06540089845657349, "elapsed_s": 21.3}
|
| 7 |
+
{"step": 270, "loss": -80.45692443847656, "reward_mean": 2.7546503272857237e-11, "constraint_violation_mean": 0.15970110893249512, "lambda_max": 0.19774502515792847, "lambda_mean": 0.07777422666549683, "elapsed_s": 24.6}
|
| 8 |
+
{"step": 280, "loss": -64.34968566894531, "reward_mean": 6.1012492835743615e-09, "constraint_violation_mean": 0.09789367020130157, "lambda_max": 0.22570474445819855, "lambda_mean": 0.08960194885730743, "elapsed_s": 28.0}
|
| 9 |
+
{"step": 290, "loss": -112.43321990966797, "reward_mean": 5.391519522501831e-11, "constraint_violation_mean": 0.15338389575481415, "lambda_max": 0.25134512782096863, "lambda_mean": 0.10010568797588348, "elapsed_s": 31.3}
|
| 10 |
+
{"step": 300, "loss": -18.15877914428711, "reward_mean": 3.50610847021926e-08, "constraint_violation_mean": 0.04685216397047043, "lambda_max": 0.2782500684261322, "lambda_mean": 0.11100783199071884, "elapsed_s": 34.7}
|
| 11 |
+
{"step": 310, "loss": -141.55941772460938, "reward_mean": 3.8473849106601676e-11, "constraint_violation_mean": 0.1598697155714035, "lambda_max": 0.30998772382736206, "lambda_mean": 0.12315098941326141, "elapsed_s": 38.1}
|
| 12 |
+
{"step": 320, "loss": -142.8109130859375, "reward_mean": 6.346043632723123e-18, "constraint_violation_mean": 0.14695021510124207, "lambda_max": 0.3409140110015869, "lambda_mean": 0.13524474203586578, "elapsed_s": 41.2}
|
| 13 |
+
{"step": 330, "loss": -154.26437377929688, "reward_mean": 2.2685207878847535e-11, "constraint_violation_mean": 0.13940617442131042, "lambda_max": 0.3733397424221039, "lambda_mean": 0.14833223819732666, "elapsed_s": 44.8}
|
| 14 |
+
{"step": 340, "loss": -174.94473266601562, "reward_mean": 5.784026382849028e-11, "constraint_violation_mean": 0.10057266801595688, "lambda_max": 0.4061281681060791, "lambda_mean": 0.16026926040649414, "elapsed_s": 48.2}
|
| 15 |
+
{"step": 350, "loss": -121.40702819824219, "reward_mean": 2.3235238386098978e-11, "constraint_violation_mean": 0.06918831914663315, "lambda_max": 0.43777498602867126, "lambda_mean": 0.1707931011915207, "elapsed_s": 51.5}
|
| 16 |
+
{"step": 360, "loss": -160.8416290283203, "reward_mean": 8.868243028814504e-09, "constraint_violation_mean": 0.12645894289016724, "lambda_max": 0.46941354870796204, "lambda_mean": 0.18371973931789398, "elapsed_s": 54.8}
|
| 17 |
+
{"step": 370, "loss": -140.99371337890625, "reward_mean": 3.333745432487767e-11, "constraint_violation_mean": 0.1256415843963623, "lambda_max": 0.5005723834037781, "lambda_mean": 0.19631293416023254, "elapsed_s": 58.0}
|
| 18 |
+
{"step": 380, "loss": -89.35969543457031, "reward_mean": 8.120952369773671e-13, "constraint_violation_mean": 0.05497562885284424, "lambda_max": 0.5244759321212769, "lambda_mean": 0.20695459842681885, "elapsed_s": 61.0}
|
| 19 |
+
{"step": 390, "loss": -116.25349426269531, "reward_mean": 2.7837804977837166e-11, "constraint_violation_mean": 0.10645049810409546, "lambda_max": 0.548609733581543, "lambda_mean": 0.21701931953430176, "elapsed_s": 64.3}
|
| 20 |
+
{"step": 400, "loss": -249.977783203125, "reward_mean": 3.020740558731805e-12, "constraint_violation_mean": 0.12385521829128265, "lambda_max": 0.57942134141922, "lambda_mean": 0.22699376940727234, "elapsed_s": 67.7}
|
| 21 |
+
{"step": 410, "loss": -232.5559539794922, "reward_mean": 6.045535708328054e-13, "constraint_violation_mean": 0.08275444805622101, "lambda_max": 0.6040882468223572, "lambda_mean": 0.2369886040687561, "elapsed_s": 218.6}
|
| 22 |
+
{"step": 420, "loss": -174.62229919433594, "reward_mean": 1.699561721579812e-06, "constraint_violation_mean": 0.08009766787290573, "lambda_max": 0.628704309463501, "lambda_mean": 0.25006914138793945, "elapsed_s": 221.9}
|
| 23 |
+
{"step": 430, "loss": -287.8897705078125, "reward_mean": 5.3411400600727674e-14, "constraint_violation_mean": 0.12596538662910461, "lambda_max": 0.6561376452445984, "lambda_mean": 0.26183781027793884, "elapsed_s": 225.1}
|
| 24 |
+
{"step": 440, "loss": -142.12191772460938, "reward_mean": 3.8019096876805436e-13, "constraint_violation_mean": 0.07665540277957916, "lambda_max": 0.6800236701965332, "lambda_mean": 0.2743549346923828, "elapsed_s": 228.0}
|
| 25 |
+
{"step": 450, "loss": -250.51437377929688, "reward_mean": 3.6807668024607665e-10, "constraint_violation_mean": 0.1098831295967102, "lambda_max": 0.7080340385437012, "lambda_mean": 0.2862370014190674, "elapsed_s": 230.7}
|
| 26 |
+
{"step": 460, "loss": -318.71539306640625, "reward_mean": 1.7259348464304658e-11, "constraint_violation_mean": 0.14946305751800537, "lambda_max": 0.7378559112548828, "lambda_mean": 0.29866352677345276, "elapsed_s": 233.8}
|
| 27 |
+
{"step": 470, "loss": -163.3381805419922, "reward_mean": 8.696816621522885e-06, "constraint_violation_mean": 0.1005927175283432, "lambda_max": 0.7690935730934143, "lambda_mean": 0.3119140863418579, "elapsed_s": 237.0}
|
| 28 |
+
{"step": 480, "loss": -345.9730224609375, "reward_mean": 7.674296398363367e-08, "constraint_violation_mean": 0.1381004899740219, "lambda_max": 0.7908297181129456, "lambda_mean": 0.32331228256225586, "elapsed_s": 240.3}
|
| 29 |
+
{"step": 490, "loss": -490.2429504394531, "reward_mean": 2.372203128375716e-11, "constraint_violation_mean": 0.21621549129486084, "lambda_max": 0.8222156167030334, "lambda_mean": 0.3352982997894287, "elapsed_s": 243.5}
|
| 30 |
+
{"step": 500, "loss": -119.57923889160156, "reward_mean": 2.5151988825022897e-10, "constraint_violation_mean": 0.040674012154340744, "lambda_max": 0.8493193984031677, "lambda_mean": 0.345989465713501, "elapsed_s": 246.8}
|
| 31 |
+
{"step": 510, "loss": -153.92276000976562, "reward_mean": 1.2818310527059305e-15, "constraint_violation_mean": 0.07287738472223282, "lambda_max": 0.8746545910835266, "lambda_mean": 0.3555666208267212, "elapsed_s": 249.8}
|
| 32 |
+
{"step": 520, "loss": -385.69091796875, "reward_mean": 5.313526840744487e-10, "constraint_violation_mean": 0.15582320094108582, "lambda_max": 0.9103834629058838, "lambda_mean": 0.36925387382507324, "elapsed_s": 252.9}
|
| 33 |
+
{"step": 530, "loss": -399.2806091308594, "reward_mean": 2.7405820126301383e-13, "constraint_violation_mean": 0.10538478940725327, "lambda_max": 0.9423209428787231, "lambda_mean": 0.3810267448425293, "elapsed_s": 256.0}
|
| 34 |
+
{"step": 540, "loss": -287.2272033691406, "reward_mean": 5.389716721971444e-14, "constraint_violation_mean": 0.10938362777233124, "lambda_max": 0.9649616479873657, "lambda_mean": 0.39205169677734375, "elapsed_s": 259.2}
|
| 35 |
+
{"step": 550, "loss": -170.23019409179688, "reward_mean": 0.04558390751481056, "constraint_violation_mean": 0.05193847417831421, "lambda_max": 0.9931566715240479, "lambda_mean": 0.4019101560115814, "elapsed_s": 262.0}
|
| 36 |
+
{"step": 560, "loss": -411.80841064453125, "reward_mean": 2.174298657786622e-10, "constraint_violation_mean": 0.13442376255989075, "lambda_max": 1.0161807537078857, "lambda_mean": 0.4134907126426697, "elapsed_s": 265.1}
|
| 37 |
+
{"step": 570, "loss": -312.2442321777344, "reward_mean": 1.308673031052976e-10, "constraint_violation_mean": 0.11371009051799774, "lambda_max": 1.044277310371399, "lambda_mean": 0.4258267283439636, "elapsed_s": 268.1}
|
| 38 |
+
{"step": 580, "loss": -353.93084716796875, "reward_mean": 1.2007316030349102e-08, "constraint_violation_mean": 0.15830621123313904, "lambda_max": 1.0707252025604248, "lambda_mean": 0.437071293592453, "elapsed_s": 271.4}
|
| 39 |
+
{"step": 590, "loss": -310.0133361816406, "reward_mean": 7.21456117069863e-10, "constraint_violation_mean": 0.09388871490955353, "lambda_max": 1.095701813697815, "lambda_mean": 0.4486144185066223, "elapsed_s": 274.7}
|
| 40 |
+
{"step": 600, "loss": -315.81890869140625, "reward_mean": 2.4161096012748724e-15, "constraint_violation_mean": 0.1342371702194214, "lambda_max": 1.1199798583984375, "lambda_mean": 0.4602850377559662, "elapsed_s": 278.0}
|
| 41 |
+
{"step": 610, "loss": -178.56443786621094, "reward_mean": 6.089688198152032e-10, "constraint_violation_mean": 0.09984682500362396, "lambda_max": 1.1420848369598389, "lambda_mean": 0.4726646840572357, "elapsed_s": 418.4}
|
| 42 |
+
{"step": 620, "loss": -437.6501159667969, "reward_mean": 4.346538240440623e-09, "constraint_violation_mean": 0.12148343771696091, "lambda_max": 1.1751704216003418, "lambda_mean": 0.4862566888332367, "elapsed_s": 421.8}
|
| 43 |
+
{"step": 630, "loss": -536.6179809570312, "reward_mean": 8.234871118339981e-12, "constraint_violation_mean": 0.15415434539318085, "lambda_max": 1.1990463733673096, "lambda_mean": 0.4958803653717041, "elapsed_s": 424.9}
|
| 44 |
+
{"step": 640, "loss": -535.210693359375, "reward_mean": 2.565893055361812e-06, "constraint_violation_mean": 0.13945046067237854, "lambda_max": 1.225074052810669, "lambda_mean": 0.5075831413269043, "elapsed_s": 428.2}
|
| 45 |
+
{"step": 650, "loss": -608.8473510742188, "reward_mean": 1.9205885254565402e-13, "constraint_violation_mean": 0.17566519975662231, "lambda_max": 1.2453216314315796, "lambda_mean": 0.518431544303894, "elapsed_s": 431.2}
|
| 46 |
+
{"step": 660, "loss": -406.51727294921875, "reward_mean": 1.7145432209403344e-12, "constraint_violation_mean": 0.09681005775928497, "lambda_max": 1.2671582698822021, "lambda_mean": 0.528598427772522, "elapsed_s": 434.2}
|
| 47 |
+
{"step": 670, "loss": -209.65536499023438, "reward_mean": 1.4533043822193004e-12, "constraint_violation_mean": 0.08848826587200165, "lambda_max": 1.2929140329360962, "lambda_mean": 0.5390443205833435, "elapsed_s": 437.4}
|
| 48 |
+
{"step": 680, "loss": -359.44293212890625, "reward_mean": 6.4880219252660964e-12, "constraint_violation_mean": 0.12362842261791229, "lambda_max": 1.310187578201294, "lambda_mean": 0.5508188605308533, "elapsed_s": 440.7}
|
| 49 |
+
{"step": 690, "loss": -156.92440795898438, "reward_mean": 1.397628540678042e-10, "constraint_violation_mean": 0.07365983724594116, "lambda_max": 1.3292229175567627, "lambda_mean": 0.5602132081985474, "elapsed_s": 443.9}
|
| 50 |
+
{"step": 700, "loss": -502.2099304199219, "reward_mean": 2.6988402169081382e-05, "constraint_violation_mean": 0.11422161757946014, "lambda_max": 1.356230616569519, "lambda_mean": 0.5719088315963745, "elapsed_s": 447.3}
|
| 51 |
+
{"step": 710, "loss": -382.5708312988281, "reward_mean": 2.555198348914989e-13, "constraint_violation_mean": 0.070553719997406, "lambda_max": 1.3887044191360474, "lambda_mean": 0.5823031663894653, "elapsed_s": 450.4}
|
| 52 |
+
{"step": 720, "loss": -205.07656860351562, "reward_mean": 1.0991323953421506e-12, "constraint_violation_mean": 0.06797889620065689, "lambda_max": 1.416759967803955, "lambda_mean": 0.5920443534851074, "elapsed_s": 453.7}
|
| 53 |
+
{"step": 730, "loss": -360.97149658203125, "reward_mean": 3.448162241848074e-11, "constraint_violation_mean": 0.05898651108145714, "lambda_max": 1.4461088180541992, "lambda_mean": 0.602625846862793, "elapsed_s": 457.0}
|
| 54 |
+
{"step": 740, "loss": -383.61767578125, "reward_mean": 3.739421966519885e-11, "constraint_violation_mean": 0.09100526571273804, "lambda_max": 1.4765838384628296, "lambda_mean": 0.615478515625, "elapsed_s": 460.2}
|
| 55 |
+
{"step": 750, "loss": -391.7230529785156, "reward_mean": 5.214070286641004e-10, "constraint_violation_mean": 0.09655235707759857, "lambda_max": 1.502418041229248, "lambda_mean": 0.6271685361862183, "elapsed_s": 463.5}
|
| 56 |
+
{"step": 760, "loss": -780.7938232421875, "reward_mean": 2.9370113979743095e-11, "constraint_violation_mean": 0.18244126439094543, "lambda_max": 1.5306668281555176, "lambda_mean": 0.6422508955001831, "elapsed_s": 466.8}
|
| 57 |
+
{"step": 770, "loss": -678.1998901367188, "reward_mean": 7.829059622821433e-10, "constraint_violation_mean": 0.11150050163269043, "lambda_max": 1.5521154403686523, "lambda_mean": 0.6534627676010132, "elapsed_s": 469.5}
|
| 58 |
+
{"step": 780, "loss": -147.27584838867188, "reward_mean": 8.606261481247657e-09, "constraint_violation_mean": 0.034388989210128784, "lambda_max": 1.586533784866333, "lambda_mean": 0.6638021469116211, "elapsed_s": 472.3}
|
| 59 |
+
{"step": 790, "loss": -449.87445068359375, "reward_mean": 7.987734822537118e-14, "constraint_violation_mean": 0.10421612113714218, "lambda_max": 1.6134614944458008, "lambda_mean": 0.674646258354187, "elapsed_s": 474.9}
|
| 60 |
+
{"step": 800, "loss": -472.2376708984375, "reward_mean": 0.09784897416830063, "constraint_violation_mean": 0.11815496534109116, "lambda_max": 1.6353259086608887, "lambda_mean": 0.6853525638580322, "elapsed_s": 478.2}
|
| 61 |
+
{"step": 810, "loss": -336.36865234375, "reward_mean": 3.5327734071444183e-09, "constraint_violation_mean": 0.09055863320827484, "lambda_max": 1.6585700511932373, "lambda_mean": 0.696265459060669, "elapsed_s": 708.9}
|
| 62 |
+
{"step": 820, "loss": -578.5718994140625, "reward_mean": 7.68183124532848e-14, "constraint_violation_mean": 0.11688487976789474, "lambda_max": 1.6877639293670654, "lambda_mean": 0.7094736099243164, "elapsed_s": 711.6}
|
| 63 |
+
{"step": 830, "loss": -193.50135803222656, "reward_mean": 0.006728829350322485, "constraint_violation_mean": 0.06731199473142624, "lambda_max": 1.712869644165039, "lambda_mean": 0.7203512191772461, "elapsed_s": 714.3}
|
| 64 |
+
{"step": 840, "loss": -836.5765380859375, "reward_mean": 6.2294431835141495e-09, "constraint_violation_mean": 0.13842958211898804, "lambda_max": 1.7379618883132935, "lambda_mean": 0.7334021925926208, "elapsed_s": 717.0}
|
| 65 |
+
{"step": 850, "loss": -491.30133056640625, "reward_mean": 0.1249823123216629, "constraint_violation_mean": 0.15151181817054749, "lambda_max": 1.7635022401809692, "lambda_mean": 0.7455862760543823, "elapsed_s": 719.6}
|
| 66 |
+
{"step": 860, "loss": -774.4931640625, "reward_mean": 8.241488169370085e-16, "constraint_violation_mean": 0.13262253999710083, "lambda_max": 1.7876185178756714, "lambda_mean": 0.7567979097366333, "elapsed_s": 722.3}
|
| 67 |
+
{"step": 870, "loss": -569.1170043945312, "reward_mean": 4.4781711494579213e-07, "constraint_violation_mean": 0.1295332908630371, "lambda_max": 1.8052188158035278, "lambda_mean": 0.7679927349090576, "elapsed_s": 724.9}
|
| 68 |
+
{"step": 880, "loss": -403.94305419921875, "reward_mean": 1.1078669448841283e-12, "constraint_violation_mean": 0.075931116938591, "lambda_max": 1.8239853382110596, "lambda_mean": 0.7784981727600098, "elapsed_s": 727.5}
|
| 69 |
+
{"step": 890, "loss": -1143.8203125, "reward_mean": 1.5732015721248025e-17, "constraint_violation_mean": 0.21010106801986694, "lambda_max": 1.8476165533065796, "lambda_mean": 0.7920818328857422, "elapsed_s": 730.9}
|
| 70 |
+
{"step": 900, "loss": -471.05126953125, "reward_mean": 1.125445153737914e-10, "constraint_violation_mean": 0.0751153752207756, "lambda_max": 1.8720862865447998, "lambda_mean": 0.8019577264785767, "elapsed_s": 734.2}
|
| 71 |
+
{"step": 910, "loss": -1196.1881103515625, "reward_mean": 6.212076186784543e-08, "constraint_violation_mean": 0.24717456102371216, "lambda_max": 1.892478585243225, "lambda_mean": 0.8135787844657898, "elapsed_s": 737.6}
|
| 72 |
+
{"step": 920, "loss": -804.6708984375, "reward_mean": 4.898858541046991e-10, "constraint_violation_mean": 0.14931821823120117, "lambda_max": 1.918107032775879, "lambda_mean": 0.8239424228668213, "elapsed_s": 741.0}
|
| 73 |
+
{"step": 930, "loss": -682.041015625, "reward_mean": 0.1232384443283081, "constraint_violation_mean": 0.18264582753181458, "lambda_max": 1.9468750953674316, "lambda_mean": 0.8364986181259155, "elapsed_s": 744.3}
|
| 74 |
+
{"step": 940, "loss": -657.9686279296875, "reward_mean": 1.3514002417114312e-10, "constraint_violation_mean": 0.08924013376235962, "lambda_max": 1.9693989753723145, "lambda_mean": 0.8479880094528198, "elapsed_s": 747.7}
|
| 75 |
+
{"step": 950, "loss": -448.9511413574219, "reward_mean": 5.234138811260891e-08, "constraint_violation_mean": 0.1122078001499176, "lambda_max": 1.989314079284668, "lambda_mean": 0.8596831560134888, "elapsed_s": 750.5}
|
| 76 |
+
{"step": 960, "loss": -469.4653625488281, "reward_mean": 3.1507002518083027e-07, "constraint_violation_mean": 0.05195019394159317, "lambda_max": 2.011960983276367, "lambda_mean": 0.8711148500442505, "elapsed_s": 753.1}
|
| 77 |
+
{"step": 970, "loss": -577.2286376953125, "reward_mean": 9.175428203889169e-06, "constraint_violation_mean": 0.10114765167236328, "lambda_max": 2.032465934753418, "lambda_mean": 0.8801901340484619, "elapsed_s": 755.7}
|
| 78 |
+
{"step": 980, "loss": -832.7515869140625, "reward_mean": 7.750018404806269e-10, "constraint_violation_mean": 0.1257840394973755, "lambda_max": 2.0541844367980957, "lambda_mean": 0.8904428482055664, "elapsed_s": 758.3}
|
| 79 |
+
{"step": 990, "loss": -445.540283203125, "reward_mean": 5.958788150406402e-12, "constraint_violation_mean": 0.06589829921722412, "lambda_max": 2.0785064697265625, "lambda_mean": 0.9011830687522888, "elapsed_s": 761.7}
|
| 80 |
+
{"step": 1000, "loss": -679.4256591796875, "reward_mean": 2.728685610797754e-10, "constraint_violation_mean": 0.10769476741552353, "lambda_max": 2.1045939922332764, "lambda_mean": 0.9125909209251404, "elapsed_s": 765.1}
|
| 81 |
+
{"step": 1010, "loss": -748.7239990234375, "reward_mean": 1.5694379129627123e-09, "constraint_violation_mean": 0.09691372513771057, "lambda_max": 2.130706548690796, "lambda_mean": 0.9240624308586121, "elapsed_s": 966.7}
|
| 82 |
+
{"step": 1020, "loss": -189.17242431640625, "reward_mean": 1.360770784247789e-11, "constraint_violation_mean": 0.031627342104911804, "lambda_max": 2.147185802459717, "lambda_mean": 0.9335185885429382, "elapsed_s": 970.1}
|
| 83 |
+
{"step": 1030, "loss": -879.5863037109375, "reward_mean": 0.013673011213541031, "constraint_violation_mean": 0.1546563357114792, "lambda_max": 2.173182249069214, "lambda_mean": 0.944797694683075, "elapsed_s": 973.5}
|
| 84 |
+
{"step": 1040, "loss": -615.3397827148438, "reward_mean": 2.750456529199141e-09, "constraint_violation_mean": 0.08309333026409149, "lambda_max": 2.1936023235321045, "lambda_mean": 0.9531964063644409, "elapsed_s": 976.9}
|
| 85 |
+
{"step": 1050, "loss": -757.6480712890625, "reward_mean": 4.129085073856231e-09, "constraint_violation_mean": 0.10263031721115112, "lambda_max": 2.217536211013794, "lambda_mean": 0.9637060165405273, "elapsed_s": 980.3}
|
| 86 |
+
{"step": 1060, "loss": -565.9698486328125, "reward_mean": 3.0333631440004893e-11, "constraint_violation_mean": 0.07805752754211426, "lambda_max": 2.2454867362976074, "lambda_mean": 0.9757548570632935, "elapsed_s": 983.6}
|
| 87 |
+
{"step": 1070, "loss": -624.9345703125, "reward_mean": 8.388940653247801e-10, "constraint_violation_mean": 0.080145925283432, "lambda_max": 2.2686054706573486, "lambda_mean": 0.9868566393852234, "elapsed_s": 986.9}
|
| 88 |
+
{"step": 1080, "loss": -594.3355712890625, "reward_mean": 1.4791093683186318e-08, "constraint_violation_mean": 0.07220903784036636, "lambda_max": 2.2942378520965576, "lambda_mean": 0.9986485242843628, "elapsed_s": 989.9}
|
| 89 |
+
{"step": 1090, "loss": -611.1687622070312, "reward_mean": 0.013712241314351559, "constraint_violation_mean": 0.07877185940742493, "lambda_max": 2.3106753826141357, "lambda_mean": 1.0103178024291992, "elapsed_s": 993.1}
|
| 90 |
+
{"step": 1100, "loss": -657.3683471679688, "reward_mean": 1.1622771972294443e-12, "constraint_violation_mean": 0.07140660285949707, "lambda_max": 2.327791213989258, "lambda_mean": 1.0198427438735962, "elapsed_s": 996.3}
|
| 91 |
+
{"step": 1110, "loss": -298.27337646484375, "reward_mean": 2.5349766730187184e-09, "constraint_violation_mean": 0.06823728233575821, "lambda_max": 2.3514041900634766, "lambda_mean": 1.030524730682373, "elapsed_s": 999.4}
|
| 92 |
+
{"step": 1120, "loss": -928.7243041992188, "reward_mean": 7.148139957280364e-06, "constraint_violation_mean": 0.11812381446361542, "lambda_max": 2.374821662902832, "lambda_mean": 1.0421104431152344, "elapsed_s": 1002.7}
|
| 93 |
+
{"step": 1130, "loss": -525.7805786132812, "reward_mean": 3.0505296422234096e-07, "constraint_violation_mean": 0.11954991519451141, "lambda_max": 2.389842987060547, "lambda_mean": 1.0523346662521362, "elapsed_s": 1006.1}
|
| 94 |
+
{"step": 1140, "loss": -303.3318176269531, "reward_mean": 4.9669515028716305e-11, "constraint_violation_mean": 0.033877864480018616, "lambda_max": 2.410935163497925, "lambda_mean": 1.064663290977478, "elapsed_s": 1009.4}
|
| 95 |
+
{"step": 1150, "loss": -940.8038940429688, "reward_mean": 9.751278895464566e-09, "constraint_violation_mean": 0.1410166621208191, "lambda_max": 2.4287214279174805, "lambda_mean": 1.0749715566635132, "elapsed_s": 1012.7}
|
| 96 |
+
{"step": 1160, "loss": -590.750244140625, "reward_mean": 0.12493524700403214, "constraint_violation_mean": 0.08876951783895493, "lambda_max": 2.4554808139801025, "lambda_mean": 1.0863689184188843, "elapsed_s": 1015.5}
|
| 97 |
+
{"step": 1170, "loss": -696.2979125976562, "reward_mean": 3.60814419249518e-14, "constraint_violation_mean": 0.14144782721996307, "lambda_max": 2.4743435382843018, "lambda_mean": 1.0986058712005615, "elapsed_s": 1018.1}
|
| 98 |
+
{"step": 1180, "loss": -748.59033203125, "reward_mean": 1.2664011549493037e-12, "constraint_violation_mean": 0.11567403376102448, "lambda_max": 2.495777130126953, "lambda_mean": 1.111944556236267, "elapsed_s": 1020.7}
|
| 99 |
+
{"step": 1190, "loss": -367.92230224609375, "reward_mean": 1.35906225295912e-06, "constraint_violation_mean": 0.037501316517591476, "lambda_max": 2.5165703296661377, "lambda_mean": 1.123268961906433, "elapsed_s": 1023.3}
|
| 100 |
+
{"step": 1200, "loss": -999.433837890625, "reward_mean": 4.073209765920183e-06, "constraint_violation_mean": 0.13901802897453308, "lambda_max": 2.538875102996826, "lambda_mean": 1.1358410120010376, "elapsed_s": 1026.5}
|
| 101 |
+
{"step": 1210, "loss": -251.78244018554688, "reward_mean": 1.3045352287559958e-13, "constraint_violation_mean": 0.04331047460436821, "lambda_max": 2.5544190406799316, "lambda_mean": 1.145188331604004, "elapsed_s": 1121.2}
|
| 102 |
+
{"step": 1220, "loss": -1073.5760498046875, "reward_mean": 0.025457844138145447, "constraint_violation_mean": 0.1253824234008789, "lambda_max": 2.5732882022857666, "lambda_mean": 1.154678463935852, "elapsed_s": 1124.3}
|
| 103 |
+
{"step": 1230, "loss": -1066.29931640625, "reward_mean": 0.00033940267167054117, "constraint_violation_mean": 0.14014071226119995, "lambda_max": 2.5976576805114746, "lambda_mean": 1.1656421422958374, "elapsed_s": 1127.5}
|
| 104 |
+
{"step": 1240, "loss": -1319.098876953125, "reward_mean": 1.3591450453986909e-07, "constraint_violation_mean": 0.1455865204334259, "lambda_max": 2.6300418376922607, "lambda_mean": 1.1778455972671509, "elapsed_s": 1130.2}
|
| 105 |
+
{"step": 1250, "loss": -921.452880859375, "reward_mean": 6.606456963709206e-07, "constraint_violation_mean": 0.15214475989341736, "lambda_max": 2.6424121856689453, "lambda_mean": 1.187497615814209, "elapsed_s": 1132.9}
|
| 106 |
+
{"step": 1260, "loss": -1086.949462890625, "reward_mean": 1.959347822877433e-10, "constraint_violation_mean": 0.12599818408489227, "lambda_max": 2.6730782985687256, "lambda_mean": 1.201758623123169, "elapsed_s": 1136.2}
|
| 107 |
+
{"step": 1270, "loss": -764.9900512695312, "reward_mean": 8.320009178136578e-13, "constraint_violation_mean": 0.10087066143751144, "lambda_max": 2.69328236579895, "lambda_mean": 1.2115541696548462, "elapsed_s": 1139.2}
|
| 108 |
+
{"step": 1280, "loss": -737.00537109375, "reward_mean": 1.7025712395479786e-08, "constraint_violation_mean": 0.0743594840168953, "lambda_max": 2.712693452835083, "lambda_mean": 1.2220226526260376, "elapsed_s": 1142.4}
|
| 109 |
+
{"step": 1290, "loss": -1046.569580078125, "reward_mean": 1.0877137385234548e-10, "constraint_violation_mean": 0.11239627003669739, "lambda_max": 2.733851194381714, "lambda_mean": 1.232653021812439, "elapsed_s": 1145.8}
|
| 110 |
+
{"step": 1300, "loss": -950.2705078125, "reward_mean": 8.157254711115003e-13, "constraint_violation_mean": 0.11947708576917648, "lambda_max": 2.767972230911255, "lambda_mean": 1.2451558113098145, "elapsed_s": 1149.1}
|
| 111 |
+
{"step": 1310, "loss": -826.94775390625, "reward_mean": 9.760752102405679e-12, "constraint_violation_mean": 0.08449637144804001, "lambda_max": 2.7929553985595703, "lambda_mean": 1.2549866437911987, "elapsed_s": 1152.4}
|
| 112 |
+
{"step": 1320, "loss": -705.3320922851562, "reward_mean": 7.391439339698991e-06, "constraint_violation_mean": 0.09206140041351318, "lambda_max": 2.8095810413360596, "lambda_mean": 1.265347957611084, "elapsed_s": 1155.8}
|
| 113 |
+
{"step": 1330, "loss": -1035.551025390625, "reward_mean": 1.4829024510068511e-12, "constraint_violation_mean": 0.1120070070028305, "lambda_max": 2.829533815383911, "lambda_mean": 1.2764739990234375, "elapsed_s": 1159.1}
|
| 114 |
+
{"step": 1340, "loss": -344.35198974609375, "reward_mean": 1.2877126920329829e-08, "constraint_violation_mean": 0.04767785593867302, "lambda_max": 2.845280647277832, "lambda_mean": 1.286178469657898, "elapsed_s": 1162.3}
|
| 115 |
+
{"step": 1350, "loss": -1026.15966796875, "reward_mean": 3.424812516916731e-13, "constraint_violation_mean": 0.09471770375967026, "lambda_max": 2.867499351501465, "lambda_mean": 1.295980453491211, "elapsed_s": 1165.5}
|
| 116 |
+
{"step": 1360, "loss": -1227.88671875, "reward_mean": 2.1970617325450803e-08, "constraint_violation_mean": 0.13564004004001617, "lambda_max": 2.883455991744995, "lambda_mean": 1.3056892156600952, "elapsed_s": 1168.8}
|
| 117 |
+
{"step": 1370, "loss": -1139.19970703125, "reward_mean": 9.619668256410918e-11, "constraint_violation_mean": 0.19496068358421326, "lambda_max": 2.897369146347046, "lambda_mean": 1.3161816596984863, "elapsed_s": 1172.2}
|
| 118 |
+
{"step": 1380, "loss": -572.0555419921875, "reward_mean": 0.030847972258925438, "constraint_violation_mean": 0.0871463418006897, "lambda_max": 2.919273614883423, "lambda_mean": 1.3271875381469727, "elapsed_s": 1175.5}
|
| 119 |
+
{"step": 1390, "loss": -741.3326416015625, "reward_mean": 7.819690450716621e-10, "constraint_violation_mean": 0.11090999841690063, "lambda_max": 2.933269739151001, "lambda_mean": 1.3380826711654663, "elapsed_s": 1178.8}
|
| 120 |
+
{"step": 1400, "loss": -502.83673095703125, "reward_mean": 2.865700992060738e-07, "constraint_violation_mean": 0.06406419724225998, "lambda_max": 2.9546899795532227, "lambda_mean": 1.3491439819335938, "elapsed_s": 1182.8}
|
| 121 |
+
{"step": 1410, "loss": -433.6265869140625, "reward_mean": 1.8794013012524147e-09, "constraint_violation_mean": 0.05982227250933647, "lambda_max": 2.972155809402466, "lambda_mean": 1.3592952489852905, "elapsed_s": 1409.6}
|
| 122 |
+
{"step": 1420, "loss": -990.8087158203125, "reward_mean": 2.5525564870338205e-14, "constraint_violation_mean": 0.11477306485176086, "lambda_max": 2.9908080101013184, "lambda_mean": 1.372103214263916, "elapsed_s": 1412.9}
|
| 123 |
+
{"step": 1430, "loss": -657.2960205078125, "reward_mean": 4.947058821619388e-12, "constraint_violation_mean": 0.0848337933421135, "lambda_max": 3.01674222946167, "lambda_mean": 1.3832124471664429, "elapsed_s": 1416.2}
|
| 124 |
+
{"step": 1440, "loss": -919.0247802734375, "reward_mean": 3.2597403509110334e-12, "constraint_violation_mean": 0.09733588993549347, "lambda_max": 3.037419557571411, "lambda_mean": 1.3934944868087769, "elapsed_s": 1419.4}
|
| 125 |
+
{"step": 1450, "loss": -1625.439453125, "reward_mean": 2.2973298996475933e-07, "constraint_violation_mean": 0.18345403671264648, "lambda_max": 3.0648105144500732, "lambda_mean": 1.4054464101791382, "elapsed_s": 1422.7}
|
| 126 |
+
{"step": 1460, "loss": -759.10205078125, "reward_mean": 7.486437685055858e-13, "constraint_violation_mean": 0.13155385851860046, "lambda_max": 3.0862345695495605, "lambda_mean": 1.4177039861679077, "elapsed_s": 1425.9}
|
| 127 |
+
{"step": 1470, "loss": -860.6380615234375, "reward_mean": 3.3827141088238477e-09, "constraint_violation_mean": 0.11509847640991211, "lambda_max": 3.1095192432403564, "lambda_mean": 1.4299304485321045, "elapsed_s": 1429.1}
|
| 128 |
+
{"step": 1480, "loss": -1047.580078125, "reward_mean": 0.12489315867424011, "constraint_violation_mean": 0.12761375308036804, "lambda_max": 3.138260841369629, "lambda_mean": 1.4428315162658691, "elapsed_s": 1432.4}
|
| 129 |
+
{"step": 1490, "loss": -1515.4437255859375, "reward_mean": 1.8246428812318527e-09, "constraint_violation_mean": 0.15665152668952942, "lambda_max": 3.159379482269287, "lambda_mean": 1.4566901922225952, "elapsed_s": 1435.8}
|
| 130 |
+
{"step": 1500, "loss": -636.359619140625, "reward_mean": 1.7894558989976772e-13, "constraint_violation_mean": 0.06906628608703613, "lambda_max": 3.176093101501465, "lambda_mean": 1.4651163816452026, "elapsed_s": 1439.0}
|
| 131 |
+
{"step": 1510, "loss": -1274.0025634765625, "reward_mean": 5.445290746086684e-11, "constraint_violation_mean": 0.1445518434047699, "lambda_max": 3.2004928588867188, "lambda_mean": 1.47459077835083, "elapsed_s": 1442.3}
|
| 132 |
+
{"step": 1520, "loss": -1589.024169921875, "reward_mean": 2.527332014778949e-07, "constraint_violation_mean": 0.12342586368322372, "lambda_max": 3.229367971420288, "lambda_mean": 1.486457109451294, "elapsed_s": 1445.5}
|
| 133 |
+
{"step": 1530, "loss": -1474.05419921875, "reward_mean": 1.0397159799779843e-09, "constraint_violation_mean": 0.1359887570142746, "lambda_max": 3.2512166500091553, "lambda_mean": 1.498425006866455, "elapsed_s": 1448.8}
|
| 134 |
+
{"step": 1540, "loss": -916.7867431640625, "reward_mean": 2.0083798312571163e-14, "constraint_violation_mean": 0.07127413153648376, "lambda_max": 3.27703595161438, "lambda_mean": 1.5108530521392822, "elapsed_s": 1452.2}
|
| 135 |
+
{"step": 1550, "loss": -1072.1109619140625, "reward_mean": 1.2302135310449103e-08, "constraint_violation_mean": 0.11453455686569214, "lambda_max": 3.2999844551086426, "lambda_mean": 1.5224299430847168, "elapsed_s": 1455.4}
|
| 136 |
+
{"step": 1560, "loss": -1725.2310791015625, "reward_mean": 1.9356833302029697e-13, "constraint_violation_mean": 0.15460263192653656, "lambda_max": 3.325895309448242, "lambda_mean": 1.5333627462387085, "elapsed_s": 1458.8}
|
| 137 |
+
{"step": 1570, "loss": -776.5079956054688, "reward_mean": 4.328237992012873e-06, "constraint_violation_mean": 0.06686457991600037, "lambda_max": 3.3514065742492676, "lambda_mean": 1.5444011688232422, "elapsed_s": 1462.1}
|
| 138 |
+
{"step": 1580, "loss": -1489.03564453125, "reward_mean": 5.657696099808929e-12, "constraint_violation_mean": 0.1747525930404663, "lambda_max": 3.377420663833618, "lambda_mean": 1.557408094406128, "elapsed_s": 1465.5}
|
| 139 |
+
{"step": 1590, "loss": -1379.7257080078125, "reward_mean": 3.6641256428993074e-06, "constraint_violation_mean": 0.12811002135276794, "lambda_max": 3.4021873474121094, "lambda_mean": 1.5687469244003296, "elapsed_s": 1468.8}
|
| 140 |
+
{"step": 1600, "loss": -498.1435852050781, "reward_mean": 5.769439179875713e-12, "constraint_violation_mean": 0.06424528360366821, "lambda_max": 3.4205455780029297, "lambda_mean": 1.5799192190170288, "elapsed_s": 1472.2}
|
| 141 |
+
{"step": 1610, "loss": -1290.5062255859375, "reward_mean": 7.986759864575532e-11, "constraint_violation_mean": 0.1245315670967102, "lambda_max": 3.437410831451416, "lambda_mean": 1.5911539793014526, "elapsed_s": 1736.5}
|
| 142 |
+
{"step": 1620, "loss": -1098.822265625, "reward_mean": 1.42952039094979e-09, "constraint_violation_mean": 0.10207158327102661, "lambda_max": 3.4617350101470947, "lambda_mean": 1.6025108098983765, "elapsed_s": 1739.8}
|
| 143 |
+
{"step": 1630, "loss": -1509.23095703125, "reward_mean": 3.430265138604227e-08, "constraint_violation_mean": 0.144949272274971, "lambda_max": 3.4823336601257324, "lambda_mean": 1.6131675243377686, "elapsed_s": 1743.1}
|
| 144 |
+
{"step": 1640, "loss": -1030.864501953125, "reward_mean": 1.233560822933022e-11, "constraint_violation_mean": 0.10692930221557617, "lambda_max": 3.5041158199310303, "lambda_mean": 1.6234992742538452, "elapsed_s": 1746.5}
|
| 145 |
+
{"step": 1650, "loss": -636.0986328125, "reward_mean": 1.3402893017655515e-08, "constraint_violation_mean": 0.07555742561817169, "lambda_max": 3.5268895626068115, "lambda_mean": 1.6332167387008667, "elapsed_s": 1749.8}
|
| 146 |
+
{"step": 1660, "loss": -1680.2799072265625, "reward_mean": 1.2499210000349592e-10, "constraint_violation_mean": 0.15157851576805115, "lambda_max": 3.550114393234253, "lambda_mean": 1.6468799114227295, "elapsed_s": 1753.1}
|
| 147 |
+
{"step": 1670, "loss": -604.7614135742188, "reward_mean": 2.6542537612250783e-10, "constraint_violation_mean": 0.07352348417043686, "lambda_max": 3.573518753051758, "lambda_mean": 1.6587445735931396, "elapsed_s": 1756.5}
|
| 148 |
+
{"step": 1680, "loss": -1409.385986328125, "reward_mean": 5.105787754394742e-13, "constraint_violation_mean": 0.10544653981924057, "lambda_max": 3.5889229774475098, "lambda_mean": 1.670180082321167, "elapsed_s": 1759.6}
|
| 149 |
+
{"step": 1690, "loss": -623.7445068359375, "reward_mean": 2.415198174787747e-08, "constraint_violation_mean": 0.04780641943216324, "lambda_max": 3.6114447116851807, "lambda_mean": 1.6811654567718506, "elapsed_s": 1762.4}
|
| 150 |
+
{"step": 1700, "loss": -1393.709228515625, "reward_mean": 7.04211266123328e-13, "constraint_violation_mean": 0.110160693526268, "lambda_max": 3.6297719478607178, "lambda_mean": 1.6905829906463623, "elapsed_s": 1765.0}
|
| 151 |
+
{"step": 1710, "loss": -1486.693115234375, "reward_mean": 1.8158382886213076e-07, "constraint_violation_mean": 0.1563185453414917, "lambda_max": 3.6507656574249268, "lambda_mean": 1.7017390727996826, "elapsed_s": 1767.7}
|
| 152 |
+
{"step": 1720, "loss": -1199.7052001953125, "reward_mean": 0.00025249828468076885, "constraint_violation_mean": 0.15504486858844757, "lambda_max": 3.6718876361846924, "lambda_mean": 1.7138731479644775, "elapsed_s": 1770.9}
|
| 153 |
+
{"step": 1730, "loss": -835.701904296875, "reward_mean": 0.12476291507482529, "constraint_violation_mean": 0.0890720933675766, "lambda_max": 3.6929080486297607, "lambda_mean": 1.7263034582138062, "elapsed_s": 1773.5}
|
| 154 |
+
{"step": 1740, "loss": -649.4739990234375, "reward_mean": 1.1156989643268389e-07, "constraint_violation_mean": 0.06621959060430527, "lambda_max": 3.7130277156829834, "lambda_mean": 1.734049677848816, "elapsed_s": 1776.1}
|
| 155 |
+
{"step": 1750, "loss": -1362.96484375, "reward_mean": 2.6145624554274605e-10, "constraint_violation_mean": 0.1110282838344574, "lambda_max": 3.7285261154174805, "lambda_mean": 1.7436192035675049, "elapsed_s": 1778.8}
|
| 156 |
+
{"step": 1760, "loss": -1163.280517578125, "reward_mean": 1.1582678392796364e-11, "constraint_violation_mean": 0.08018606156110764, "lambda_max": 3.7545766830444336, "lambda_mean": 1.7536487579345703, "elapsed_s": 1781.5}
|
| 157 |
+
{"step": 1770, "loss": -931.8322143554688, "reward_mean": 4.666204644898642e-10, "constraint_violation_mean": 0.07392780482769012, "lambda_max": 3.7771337032318115, "lambda_mean": 1.76291024684906, "elapsed_s": 1784.1}
|
| 158 |
+
{"step": 1780, "loss": -1720.5101318359375, "reward_mean": 2.7622466092225295e-08, "constraint_violation_mean": 0.14792701601982117, "lambda_max": 3.795832395553589, "lambda_mean": 1.7720979452133179, "elapsed_s": 1786.9}
|
| 159 |
+
{"step": 1790, "loss": -1944.69384765625, "reward_mean": 8.58717597355084e-15, "constraint_violation_mean": 0.1556803435087204, "lambda_max": 3.8164281845092773, "lambda_mean": 1.7838106155395508, "elapsed_s": 1789.5}
|
| 160 |
+
{"step": 1800, "loss": -1895.1673583984375, "reward_mean": 2.3177580743549697e-08, "constraint_violation_mean": 0.14108863472938538, "lambda_max": 3.837563991546631, "lambda_mean": 1.7950271368026733, "elapsed_s": 1792.2}
|
| 161 |
+
{"step": 1810, "loss": -1444.379638671875, "reward_mean": 1.6604341235293418e-09, "constraint_violation_mean": 0.10253278911113739, "lambda_max": 3.858182907104492, "lambda_mean": 1.8028862476348877, "elapsed_s": 2087.4}
|
| 162 |
+
{"step": 1820, "loss": -1647.06103515625, "reward_mean": 6.51175724453168e-10, "constraint_violation_mean": 0.10492543876171112, "lambda_max": 3.8804848194122314, "lambda_mean": 1.8129751682281494, "elapsed_s": 2090.8}
|
| 163 |
+
{"step": 1830, "loss": -796.64306640625, "reward_mean": 3.3039711411220196e-07, "constraint_violation_mean": 0.08399933576583862, "lambda_max": 3.901885509490967, "lambda_mean": 1.8239095211029053, "elapsed_s": 2094.1}
|
| 164 |
+
{"step": 1840, "loss": -877.9857788085938, "reward_mean": 1.8620738046593033e-05, "constraint_violation_mean": 0.06687844544649124, "lambda_max": 3.9205102920532227, "lambda_mean": 1.8332831859588623, "elapsed_s": 2097.4}
|
| 165 |
+
{"step": 1850, "loss": -1021.7208251953125, "reward_mean": 3.0317700350224186e-08, "constraint_violation_mean": 0.09338899701833725, "lambda_max": 3.937086820602417, "lambda_mean": 1.843685507774353, "elapsed_s": 2100.7}
|
| 166 |
+
{"step": 1860, "loss": -711.0803833007812, "reward_mean": 0.1236138641834259, "constraint_violation_mean": 0.07165390998125076, "lambda_max": 3.9550936222076416, "lambda_mean": 1.8530410528182983, "elapsed_s": 2104.1}
|
| 167 |
+
{"step": 1870, "loss": -530.4205322265625, "reward_mean": 1.2107610747325026e-10, "constraint_violation_mean": 0.09322904050350189, "lambda_max": 3.97721004486084, "lambda_mean": 1.8632934093475342, "elapsed_s": 2107.3}
|
| 168 |
+
{"step": 1880, "loss": -1477.1507568359375, "reward_mean": 4.0342045394936576e-05, "constraint_violation_mean": 0.10636069625616074, "lambda_max": 4.002201080322266, "lambda_mean": 1.8732523918151855, "elapsed_s": 2110.6}
|
| 169 |
+
{"step": 1890, "loss": -1426.7967529296875, "reward_mean": 0.1224176362156868, "constraint_violation_mean": 0.10586085170507431, "lambda_max": 4.022808074951172, "lambda_mean": 1.8822802305221558, "elapsed_s": 2113.9}
|
| 170 |
+
{"step": 1900, "loss": -916.9181518554688, "reward_mean": 4.287336544811504e-14, "constraint_violation_mean": 0.07933859527111053, "lambda_max": 4.043393135070801, "lambda_mean": 1.8935909271240234, "elapsed_s": 2117.2}
|
| 171 |
+
{"step": 1910, "loss": -2130.16650390625, "reward_mean": 0.10022740811109543, "constraint_violation_mean": 0.18508630990982056, "lambda_max": 4.06650972366333, "lambda_mean": 1.9053863286972046, "elapsed_s": 2120.4}
|
| 172 |
+
{"step": 1920, "loss": -1051.52685546875, "reward_mean": 2.71834971199425e-10, "constraint_violation_mean": 0.06154986470937729, "lambda_max": 4.093917369842529, "lambda_mean": 1.9187811613082886, "elapsed_s": 2123.8}
|
| 173 |
+
{"step": 1930, "loss": -1472.03076171875, "reward_mean": 4.042541856819071e-09, "constraint_violation_mean": 0.16420376300811768, "lambda_max": 4.11497163772583, "lambda_mean": 1.931470274925232, "elapsed_s": 2127.1}
|
| 174 |
+
{"step": 1940, "loss": -1139.87109375, "reward_mean": 1.3797268449272648e-12, "constraint_violation_mean": 0.09401164948940277, "lambda_max": 4.136598110198975, "lambda_mean": 1.9428668022155762, "elapsed_s": 2130.4}
|
| 175 |
+
{"step": 1950, "loss": -2451.777587890625, "reward_mean": 4.962912893147209e-12, "constraint_violation_mean": 0.1846628040075302, "lambda_max": 4.1567792892456055, "lambda_mean": 1.9546403884887695, "elapsed_s": 2133.5}
|
| 176 |
+
{"step": 1960, "loss": -709.3709716796875, "reward_mean": 7.558188797052168e-11, "constraint_violation_mean": 0.05898616462945938, "lambda_max": 4.174631595611572, "lambda_mean": 1.9637912511825562, "elapsed_s": 2137.0}
|
| 177 |
+
{"step": 1970, "loss": -973.7225952148438, "reward_mean": 1.5927786867209193e-11, "constraint_violation_mean": 0.11773844808340073, "lambda_max": 4.1917901039123535, "lambda_mean": 1.9743585586547852, "elapsed_s": 2140.1}
|
| 178 |
+
{"step": 1980, "loss": -1458.61962890625, "reward_mean": 3.974268847638284e-15, "constraint_violation_mean": 0.10420586913824081, "lambda_max": 4.2147536277771, "lambda_mean": 1.9852466583251953, "elapsed_s": 2143.3}
|
| 179 |
+
{"step": 1990, "loss": -1842.839599609375, "reward_mean": 1.563869728160583e-10, "constraint_violation_mean": 0.1339161992073059, "lambda_max": 4.233070373535156, "lambda_mean": 1.998300313949585, "elapsed_s": 2146.4}
|
| 180 |
+
{"step": 2000, "loss": -1674.562255859375, "reward_mean": 3.8295628002060766e-08, "constraint_violation_mean": 0.12205423414707184, "lambda_max": 4.256043434143066, "lambda_mean": 2.010295867919922, "elapsed_s": 2149.8}
|
Ex/best.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:54523a04957b275645ae45af8d0fc5d2fa0711eb96f95b69f20911ee205d9786
|
| 3 |
+
size 1317628493
|
Ex/metrics.json
ADDED
|
@@ -0,0 +1,170 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"basic_overall": {
|
| 3 |
+
"n": 64,
|
| 4 |
+
"parse_rate": 1.0,
|
| 5 |
+
"mean_pred_len": 600.0,
|
| 6 |
+
"mean_pred_gc": 0.5275260416666667,
|
| 7 |
+
"mean_gold_len": 500.0,
|
| 8 |
+
"mean_gold_gc": 0.64634375,
|
| 9 |
+
"mean_gc_abs_err": 0.12838020833333336,
|
| 10 |
+
"mean_length_ratio": 1.2
|
| 11 |
+
},
|
| 12 |
+
"basic_per_celltype": {
|
| 13 |
+
"Ex": {
|
| 14 |
+
"n": 64,
|
| 15 |
+
"parse_rate": 1.0,
|
| 16 |
+
"mean_pred_len": 600.0,
|
| 17 |
+
"mean_pred_gc": 0.5275260416666667
|
| 18 |
+
}
|
| 19 |
+
},
|
| 20 |
+
"sequence_validity": {
|
| 21 |
+
"mean_length": 600.0,
|
| 22 |
+
"max_length": 600.0,
|
| 23 |
+
"min_length": 600.0,
|
| 24 |
+
"mean_fraction_canonical": 0.9991927083333333,
|
| 25 |
+
"max_fraction_canonical": 1.0,
|
| 26 |
+
"min_fraction_canonical": 0.9966666666666667,
|
| 27 |
+
"mean_gc": 0.5275260416666667,
|
| 28 |
+
"max_gc": 0.5733333333333334,
|
| 29 |
+
"min_gc": 0.4816666666666667,
|
| 30 |
+
"mean_entropy_bits": 1.9945088395133403,
|
| 31 |
+
"max_entropy_bits": 1.9998226923024118,
|
| 32 |
+
"min_entropy_bits": 1.9824988328325786,
|
| 33 |
+
"mean_longest_homopolymer": 5.375,
|
| 34 |
+
"max_longest_homopolymer": 8.0,
|
| 35 |
+
"min_longest_homopolymer": 4.0,
|
| 36 |
+
"mean_tandem_repeat_fraction": 0.019973958333333333,
|
| 37 |
+
"max_tandem_repeat_fraction": 0.055,
|
| 38 |
+
"min_tandem_repeat_fraction": 0.0
|
| 39 |
+
},
|
| 40 |
+
"sequence_validity_gold_reference": {
|
| 41 |
+
"mean_length": 500.0,
|
| 42 |
+
"max_length": 500.0,
|
| 43 |
+
"min_length": 500.0,
|
| 44 |
+
"mean_fraction_canonical": 1.0,
|
| 45 |
+
"max_fraction_canonical": 1.0,
|
| 46 |
+
"min_fraction_canonical": 1.0,
|
| 47 |
+
"mean_gc": 0.5223668571428571,
|
| 48 |
+
"max_gc": 0.896,
|
| 49 |
+
"min_gc": 0.276,
|
| 50 |
+
"mean_entropy_bits": 1.954767692123513,
|
| 51 |
+
"max_entropy_bits": 1.9999769166331194,
|
| 52 |
+
"min_entropy_bits": 1.4728614433169502,
|
| 53 |
+
"mean_longest_homopolymer": 7.143714285714286,
|
| 54 |
+
"max_longest_homopolymer": 42.0,
|
| 55 |
+
"min_longest_homopolymer": 3.0,
|
| 56 |
+
"mean_tandem_repeat_fraction": 0.04596485714285715,
|
| 57 |
+
"max_tandem_repeat_fraction": 0.512,
|
| 58 |
+
"min_tandem_repeat_fraction": 0.0
|
| 59 |
+
},
|
| 60 |
+
"fimo_leonine_js": {
|
| 61 |
+
"scanner": "fimo",
|
| 62 |
+
"motif_universe_size": 774,
|
| 63 |
+
"pvalue": 0.0001,
|
| 64 |
+
"heatmap": [
|
| 65 |
+
[
|
| 66 |
+
0.1332686975226796
|
| 67 |
+
]
|
| 68 |
+
],
|
| 69 |
+
"cell_types": [
|
| 70 |
+
"Ex"
|
| 71 |
+
],
|
| 72 |
+
"summary": {
|
| 73 |
+
"diag_mean": 0.1332686975226796,
|
| 74 |
+
"offdiag_mean": 0.0,
|
| 75 |
+
"specificity_ratio": 0.0,
|
| 76 |
+
"n_cell_types": 1
|
| 77 |
+
},
|
| 78 |
+
"frobenius_diff_vs_obs_self": Infinity
|
| 79 |
+
},
|
| 80 |
+
"fimo_ctrldna_motif_corr": {
|
| 81 |
+
"scanner": "fimo",
|
| 82 |
+
"per_cell": {
|
| 83 |
+
"Ex": {
|
| 84 |
+
"pearson_r": 0.6057644261259962,
|
| 85 |
+
"r_squared": 0.36695053995975757,
|
| 86 |
+
"slope": 1.588207772222102,
|
| 87 |
+
"intercept": -0.0007599583620440593,
|
| 88 |
+
"n_motifs": 774
|
| 89 |
+
}
|
| 90 |
+
},
|
| 91 |
+
"summary": {
|
| 92 |
+
"mean_r_squared": 0.36695053995975757,
|
| 93 |
+
"min_r_squared": 0.36695053995975757,
|
| 94 |
+
"max_r_squared": 0.36695053995975757,
|
| 95 |
+
"n_cells": 1
|
| 96 |
+
}
|
| 97 |
+
},
|
| 98 |
+
"fimo_tf_program_specificity": {
|
| 99 |
+
"scanner": "fimo",
|
| 100 |
+
"per_cell_program_fraction": {
|
| 101 |
+
"Ex": 0.014089121887287025
|
| 102 |
+
},
|
| 103 |
+
"mean_program_fraction": 0.014089121887287025,
|
| 104 |
+
"random_baseline": 0.143,
|
| 105 |
+
"interpretation": "fraction of motif hits in each cell-type's generated enhancers that come from THAT cell type's known TF program (NEUROD/MEF2 for Ex, SPI1/IRF for Mic, etc.). 1/7 = random; higher = better cell-specificity."
|
| 106 |
+
},
|
| 107 |
+
"moods_leonine_js": {
|
| 108 |
+
"scanner": "moods",
|
| 109 |
+
"motif_universe_size": 720,
|
| 110 |
+
"pvalue": 0.0001,
|
| 111 |
+
"heatmap": [
|
| 112 |
+
[
|
| 113 |
+
0.16584415302943006
|
| 114 |
+
]
|
| 115 |
+
],
|
| 116 |
+
"cell_types": [
|
| 117 |
+
"Ex"
|
| 118 |
+
],
|
| 119 |
+
"summary": {
|
| 120 |
+
"diag_mean": 0.16584415302943006,
|
| 121 |
+
"offdiag_mean": 0.0,
|
| 122 |
+
"specificity_ratio": 0.0,
|
| 123 |
+
"n_cell_types": 1
|
| 124 |
+
},
|
| 125 |
+
"frobenius_diff_vs_obs_self": Infinity
|
| 126 |
+
},
|
| 127 |
+
"moods_ctrldna_motif_corr": {
|
| 128 |
+
"scanner": "moods",
|
| 129 |
+
"per_cell": {
|
| 130 |
+
"Ex": {
|
| 131 |
+
"pearson_r": 0.26010812520727317,
|
| 132 |
+
"r_squared": 0.0676562367988425,
|
| 133 |
+
"slope": 0.5999127377805213,
|
| 134 |
+
"intercept": 0.0005556767530826093,
|
| 135 |
+
"n_motifs": 720
|
| 136 |
+
}
|
| 137 |
+
},
|
| 138 |
+
"summary": {
|
| 139 |
+
"mean_r_squared": 0.0676562367988425,
|
| 140 |
+
"min_r_squared": 0.0676562367988425,
|
| 141 |
+
"max_r_squared": 0.0676562367988425,
|
| 142 |
+
"n_cells": 1
|
| 143 |
+
}
|
| 144 |
+
},
|
| 145 |
+
"moods_tf_program_specificity": {
|
| 146 |
+
"scanner": "moods",
|
| 147 |
+
"per_cell_program_fraction": {
|
| 148 |
+
"Ex": 0.019625658731600944
|
| 149 |
+
},
|
| 150 |
+
"mean_program_fraction": 0.019625658731600944,
|
| 151 |
+
"random_baseline": 0.143,
|
| 152 |
+
"interpretation": "fraction of motif hits in each cell-type's generated enhancers that come from THAT cell type's known TF program (NEUROD/MEF2 for Ex, SPI1/IRF for Mic, etc.). 1/7 = random; higher = better cell-specificity."
|
| 153 |
+
},
|
| 154 |
+
"oracle": {
|
| 155 |
+
"oracle_type": "SeparateBinaryOracle",
|
| 156 |
+
"n_scored": 64,
|
| 157 |
+
"n_aligned_for_fid": 64,
|
| 158 |
+
"gen_argmax_accuracy": 0.609375,
|
| 159 |
+
"gen_on_target": 0.025743820588104427,
|
| 160 |
+
"gen_off_target": -21.278003826737404,
|
| 161 |
+
"gen_specificity": 21.30374764732551,
|
| 162 |
+
"gold_argmax_accuracy": 0.96875,
|
| 163 |
+
"gold_specificity": 23.660603476688266,
|
| 164 |
+
"n_gold": 64.0,
|
| 165 |
+
"fid": 28.729417768780934,
|
| 166 |
+
"fid_per_cell": {
|
| 167 |
+
"Ex": 28.729417768780934
|
| 168 |
+
}
|
| 169 |
+
}
|
| 170 |
+
}
|
Ex/samples_generated.jsonl
ADDED
|
@@ -0,0 +1,64 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"id": "ctrldna_Ex_0", "cell_type": "Ex", "candidate_enhancer": "CGGAAGATGAAATAAACATGTGGCAGGGCGTCACTCATAAATGGATGGTCCCCCATAAGATGGTTGCCGGCTCGGGGCAGGAGGCAGGTTTGAGTTTCGGAAACCTGTGTTAAGTTAGGAAATGACACTATGGCCTTGGATTTTTACTAAGAGAAGTACCGGTGGAGATCTCGGACGAGCCTAGCCCGAGTTTTATTTCGCGTGAAGACAGGTTGCCAACTCGCAACCATCCCAACAGAGAATCGACGATGGGAAAACTGGCATAGTGCACCTGCCAAGCGTGACTTAGGCTGTAAGACAGGCAGACGACTCATCAGCTCGGTGACATCACGGCACGGACATTACCAATTCCCTTCGCAACAGGGCGGCTCTACGAACTATGCTGTTAGGGTTAGGTAAACCATGGTTTGGACCACGGTGGAATCAGCTGCCCCCTGAGTAGGTTCCTAACTTCCATACTTTGCCCGTGCGAACTGAGGAGAGTTCGATTCAGATGCCGTACCCTTAACATCTTGTCTGATGCACAAGGTGGACGAACCATCGTTATGCTACATCATAGCTCATGACTTTGGTTGTGAACCACCTAGTCGACTAAAGCAC", "method": "ctrl_dna"}
|
| 2 |
+
{"id": "ctrldna_Ex_1", "cell_type": "Ex", "candidate_enhancer": "TTATCGGACGTTGCCTTTTCCGTGATGCTAGCTTCTAAGACATGATTCTCAAATCGTAGGGGCCACCGGCAACGTTCATCGGCTCGGGACGTACGATCGCAACAGGCCTAGAACTCAGGATCCCTGTAGAGCCTATTCACTTGACTGGGTGGCTCGGCTGGGCAGGCCCTAGTCTGGTACCGCAAGCCATTTGGAAGAAAACCCCTCAGGGCTCCCCGCACGGGGTGTGAGGTGACTGGCGGACTAGAAAGGGTCGGGCCCACACCTTGGTGTATTGCCCCGTGATGCTCCGGAGCGCAGGATTGAAATTCCACGGGTTCAAGCAAGCCAAGAAGCCATATCTGAATACATGCCTTCGTCGCGGGATTAAGCCGTCAGCAAACATGTTAACGTGCCTCTCGAGGCAAGCCAACCTTGGGCGAGCCTAATCGTTAATTTGTTAAAAGCCTACACCCGGCACATATTTTCCCCACTTATTTGCCTTCTGGTCCATGAATTGAGTAGTGGCAAAATTGACGGAGTCAGAAGGAAGGTTGTGCACGGCAGTCGTCTTCGAGCGACGTTCATCAGACGTGCCACGCTAAGTCAATGCGAGTGACG", "method": "ctrl_dna"}
|
| 3 |
+
{"id": "ctrldna_Ex_2", "cell_type": "Ex", "candidate_enhancer": "GATNCTAAAAACGTCGGGCTCGATGGAATAGAGCTATATGGCCCTGTAACTGAGGTTTAAACAACTTTGCAACGCTATTGGACTCGGTCGGGGAATCTTGGCCAACACCATGAGACTAATTCAATATGTGTCAACGCATTAGAGCGGCCTAACAAGCTTTACTAGTACGTGGACGGCCCCTCCAGGTGTAGGCTATAGCGTCCTCTTATACTGGAGCCGCCCGTACCGACAAAGGTAGCAAGCGACACTCATTGTGTTCTGGGTGCTGTGCTAGTCGGCGGGGGCCTGACGGAAATCGTCCCTCTAATGACTCATGTATCGACTGCGATGTTGCAACCCGCAGTGGGGCTCAACCATCGGTCACGCACCTCGGCAGGAATGTGATCACACGCTGCCTTAGAACTGACTCACAGTTCGCCCCGGGACTGACGTTGACTGTATGACGTGATCGTCGTCGTATTCACGTATGCCGGAAGTAAGGGCTTGAAGCGCCTATCATTTGGTTCATGCCGCGGTGTAGTGGCTCCTAGTTCCAAGCATTCGCCCGTAGACCGGTCGAAACCATCGGGGGTACTATGACATCCTCAGCTGTTACAAACC", "method": "ctrl_dna"}
|
| 4 |
+
{"id": "ctrldna_Ex_3", "cell_type": "Ex", "candidate_enhancer": "AATNACGTGCAGAAGAATTCATGGTCTTACACCAAGAAACCTGTAGGTACTTAAGATTTCTACTTTACAGCTCCGTACGCTACGCGCGGCCTTACGACGAAAACCAAAGTGCCGGGGGGATACGGGGAAGTTGAACTCAACGTAACGTTACAAAACCGGTCAAATCAGGGCGCTCTTTTAATGCTCCCGTCCGGGGGCTGACGTATCATCCCGTGTGATGGTAATATGTTGTTAAAGATCGGGACGAGGGAGACTGATGGTCAGGTCGCATACTCTTCGCAGCAGCGCCCCACCTTTTCGTAGCCTGACTCTTCCGGAATCGGCTCATTGCCTGTCTCGATCGCGCGCGCACGTCAGAACTCGTTGACCACCGATTCTGAGACTGCGCCACGAGCAATTATTTGCCGGCCACATGTTATTCAGCGAGCCGGCATCGGCATTAATGCATGGTGGCCGACGACATCAGAGAAAAAGTCCGTACGCAGCGAATAAGAGGGTTATAATCTGCTATATTGATACCTGGCGTTCAACGCTATCTCCACAATACTAAACTGAGTTCGGGTTATTGTCTTGAATTACACTGAGACTCGAACGTTACTG", "method": "ctrl_dna"}
|
| 5 |
+
{"id": "ctrldna_Ex_4", "cell_type": "Ex", "candidate_enhancer": "GAGTGGCACCTGCCGGTATGACTGAACTGCGAGCTCCATCCTGTAGATGGCTTCCTAGGTCACACCGGATGCCGCGTATATGTGGCGCTCCGCGCTACCCGACGGCCAAGCGACGGGTCGAGCACGCGGCGTGTCGTACTTCGAACAGCACTCCATCATGCAATACAGCCCGGTCTTATGTCCTATTAGTGTCCCCATAGGACTGTAGTGGCAGAGGTCTCCTTGACCTACCATGATAACTTGCCACTATGTGACTTAGCAGATTTTGGGCGAAACCGCATGACCCACGGCTTATCAAGGACTCGCGCACATAAGGCGGCAAGTGTGTACACTTGAAAGCCCGAATTGTGCGCATCACCTTCGAGTGTCCGTCTGAAATACTATGGGGAAGTCCTATGTCTAGGCGTCTCACGTAAACCTACAGTTGCGTGTGTCCACTATGTGCAGGCCAGACTGTTTGCTTCGCCCTGCTAAGCACGCTGTTGTGGAGCCAGACCCGCGGCACGACACCCGGACTATGGTTTCTTTGAGGATGTTTAGCTAATAAATCTGACCCATGGCGAGGAATATAGAGCCTTAATGGTACCCCCAGACATGGAC", "method": "ctrl_dna"}
|
| 6 |
+
{"id": "ctrldna_Ex_5", "cell_type": "Ex", "candidate_enhancer": "AGTNTTGAAGTACGATGATAAACATGCTTCAGACCACTTCGAATTCGATACCCCCTTACGGCTTATTCGACCCACTACATACATGAACTGGCCTTGATTAGAAGCTCCTGTAGGCGATGGGAAATTAGACACGAACATTGAAGGTACTGCAGCACGGATTGTTAACTCAAATGGACCGTTCTTCACCGTCGAGAGGGCACTGCCGGGCTCTAAGAGGAGGTGAGACCACTCCCGAGTCATTCGTAATAATATATGTAACCCAGAACCACATTTGGGCTGTTTCTCTCCGAATATACCAATGCAGACGCCTGTGAGCCATTGGGGGCGTCCACCTCTCAGACACTGGGGCCACCGACGATGCACTAATACCAGCCTCCTCGTGTACGGACACGAGAGGTGGCCGCAAGTACTGAACGACTAACCGAGGCGGAATGTCGGTTTCTATGAGATGCCCGTACAATGGCCATAGGGGAAACGCTTTACTCCGTAGAACTCACCGAGTGCACTTCAATGTGACTTCTAAAGCTATGTCATGATCACGAGTTACCGACTCTAAATAGGCAGTTGACCGGGGGGGTCGTAAAGACCGAGAGGGCTACG", "method": "ctrl_dna"}
|
| 7 |
+
{"id": "ctrldna_Ex_6", "cell_type": "Ex", "candidate_enhancer": "TTNAATCTTTTGGTCAGACATAGATTCTAGGGTGGTCCATGGCAGGGCTCCTGATACGCTAGCATACGGGGAAGTATCATAGGCTGGAGCCAGGAGGGACGTGGCAAGATTGAGCCAGATGCCATTCACGACTCCGCAGAGGCAGATACGTTGCCGGGCTCAGCCTTACGTCGGCGGCGACTCATAGTCCGACACAACCCATCTGCCAGGAGCCCTCAGCTGCAGTAGCCACCGCGCGGTGCCATTCGTCCGACTTACGGTTTGTGCCAACGGTGGAAGGCCACTCTTAGGTGGCAAGTCCCTGTCACTACTATTTACAGTAAACGCGGTCGGATACACTGCCGGCATTTCGTCAAGTAGGTAGGTACGAGACGATGTGTCCTAGTATAGTTTTTTCTGAGGTATCAAATCTTTCCCGACTCAAGCAAATAGGTCCCCATTATGGCACGTCGGCTTGGCAAAAAGGTTGTCCCCGGACTCTAACACGCGATCCCTTCGGAAGGACCAAAAGTCACACGAGACGTTTCCCGGCTTGCATGCGTCAACACCGGACAGCGTGTCCGATACCGCTCGTCCTTTACGTCCTCGCAATGACTCCAT", "method": "ctrl_dna"}
|
| 8 |
+
{"id": "ctrldna_Ex_7", "cell_type": "Ex", "candidate_enhancer": "ATNGGCTGGCTGAAACACCACGCATTCTATCGGTAACCCCCCCCAACATTTGCAAGGAGAGCTCAACTCACTTAGGATCTGGGTCTGAGTTTCATGGAGTGGTAGCCGGGGGCCAGTGGCCGGGCCAGTTTCCGAATCCCAATAACCGCGCCGTCTCGCGGCGTCGCCGTTGCATCGGGCGGCGGGCCGGACCCAAGCGTCTCGTACCCAGGATCAGACGAGGGCGTCACTGTTTGTTGGGTTGCCCCATGCCGTGGCAGAGAAGATCAGCAGCAGTCTTGTATTTGGAGCGTCTCGGTGTATACGAACTCGTCTCGAATGACTTAGCCAACAGAACACAGCTCGTGAGCGCCCTTTCGTCCACTCCGCGTCAACGACCCAGTCGGCGTCCAGGGGCTCTGAACTTAACTACACATACCCATAAATCATATTGCGGACCGCAGCCTTTCGGTGGTTCTTGACTTAACTCCGCTCGGTAGAAGAATTTGCCCGTTTTGCCTATTCGAGTCTGAGGCACGGTCGCCCCTTCTGGACCTGAGAATTAGCTTAACGCAGCTTGAGGCGAAACCCGAATAAAGGAGTGCCACAATACACGCATCC", "method": "ctrl_dna"}
|
| 9 |
+
{"id": "ctrldna_Ex_8", "cell_type": "Ex", "candidate_enhancer": "ACCGCTATTGAGTTAGTACCGTCTTCGTATGGAGGAAGGTATAGAAACTTGTCGGATACTCGCACTGGTCGTCGCCGCTGCAGTAGCATGGAGATTCCAGGCTTATGTCTTGAGGCCCACCGCCAGTCCCGGATCTTGTCGACCAGGCGTTCCCGAATTGCTATGTCATACAGGGTATGTGTACACTTGGCATACGAACCAAGAGTCCCCACGATCCAAATTAATCTATGATTGAGAGAGCGAGAATCGACCGGCTTTGCGGTGGTTTAAATGTCGCGCACTGTAAAGACGGAGAAGCGATTCACTATACCCATGCCGACAGAGATCACGCCCGTAGCATACTGCAATCTACTGGTGTGCCTCTTAAACTGCAGGTAGAATGGCACAGCAACGCATGCCCGAAGACTCAATCGCTTCTGCGCTGAGTCAACAGGATTTGGCAGTACCCTCCACCTACGTGCAAAGTCTCTCGGATCCTGTTAGTCCCGCACACTGTTGTGGTGTTGACCCGGGGTGAAGCTATCGTCGGGTGAGCGGACAAGCAATATCTGGTAGATGCGACACTTCACTCGATACTTTTAAAATTTGAGCTTATTAGCG", "method": "ctrl_dna"}
|
| 10 |
+
{"id": "ctrldna_Ex_9", "cell_type": "Ex", "candidate_enhancer": "AGCTGACCTAACGGATCCTGGCGGATCCTTGGTGCCGCCTGTCCTATAGCTGCAAAACAGTGCCTACACTCTTTGTCTGAATGTGGTATCCCGAGGGTCTCCAACCAGGAGTCTGCAGGATGTCTAAAAATGAAACGGTGGGCGGGCTCAACGCCTTCAGCTTATATGGCGCACCTGTGGACTTACCCTGCTAAGCACCCACGCTTGCGTAGCATGGTCAGCTCTTGGAGGCATGTCTCAGTCTCTTGCTTGTCTACATCTTAAGAGGTTCTGAAGACTGCTGAATCGGCAGCCCGCCGGTGGTGCTAAACAACGGCTAGAAGTTTAACCAGTACTTAGCCAGAAATCATCTGTCCCTGCGGCGTCGCTCCTGGACCTAGTCATAGTAATTAGGGCGGCCCGCCGCATACTTAAGCCGTGCTGTTCTGAGACCGAGGAAATACGGTACACGACAACTATTATGAGGGCCAAACTAAGATTCCTTTATTCGGTGCGCTGGGTAGTCCGGGAACCAAGACCACTGTGGGCCCGATCCAGGCCTGCCCCGTACCATTGAATAAAAATTACTATCAACTGAAGTCGGTATCAGTGCAACCAATC", "method": "ctrl_dna"}
|
| 11 |
+
{"id": "ctrldna_Ex_10", "cell_type": "Ex", "candidate_enhancer": "TAAGGGTAAGATTATCGCGACGTTGCTCGGCTAAAGCATTCTGGTCGTAAGATTCCTAGGGTTGTGGCTCTGAAACATACAGGTAAGTAAGGAAGTGTGTTACCTGTGCTACGCCTGTCCATGCAGATGGGGATGGAACCAATCCGTTCCCCCACATGCTGGATTACGATCTAGGGATTGCGTTCATTCGAGCTTCACGAGCTGCGGGCAGCGACGACTAAGTAATTCGAAAACTTTAGTCGATGCCGCCGGAGCCGCGTCGATCCGCGAGGCAGAAGGGCAAACAGAGTCTTCAACGAGACTACCCGTCACCAAATAATTGATGAGACGCTATCAGACGAAGTGTTTAGATACTGGCACACACTGCAGACGCTTGGCACGAGACCTGAGTAAAATTCCGCGTCTTCGCCTAGATCGTCATCATACCCTCACGCTTTATACCTTCTGGCCGTCGACGTACTACATTCTGCGGGTGTTCCGTGGTGTTGTCAATGGTTGAGGTTCCTAGCGTGCCACCTTACAAATCGTATCTACCCGTCGAATTATGGTTCTCGCTAGTCATGCGGTCATCACTCCGATCTCTAATAACAACATCACGGG", "method": "ctrl_dna"}
|
| 12 |
+
{"id": "ctrldna_Ex_11", "cell_type": "Ex", "candidate_enhancer": "GAGTGGCACTAGCGCTATGTCGCAGTGTCCATTAAACAAGTATGCGTAGGTGAAGGCCAAATGTAATTTCTCAGAGGGGACACTGAAGTGATAGCATTTTACTCCCGGGGCAAGTAGGGAAGCCGCTCTCCCGAGTAGCTGGCCTACAACTGACGGAGTCCGGCACATTAAGCGTGCAACATCAGGGAAGCCATTCACCCGTACCTTGGCATTGTCCCTCTGTGAAAACACAGGTAACCCTAGTCCCGGTGCCGCATGAAATGACATCAGCGATTTGCGTGAAAACGTTGCGACCGTCGTTCGCTAGAAATTAGTGGGATTCCGGGCAAACACTGTAGCTGCTCCAACCTGGTGGTCCCGCGCTGGCTGTTTCGAGCAGAAGGGCTCGTGACAAGCCCAATTACGGGGCGGCGCTAAGAACTAGGCTGCTGTACGTACAAATCGCAACTAGCTATTCCTCCCGACGCTCTATGATAAAGACACAGTTCCTCGGTGACGTCGACGCTATGCGCAACCCTCACCGTCCTCTACATCCTAAGGCCGTCGGCATCGCGGCTTGTATACGCTTAGCACCATTAGACCTTCCAGCCTAGCAAACAA", "method": "ctrl_dna"}
|
| 13 |
+
{"id": "ctrldna_Ex_12", "cell_type": "Ex", "candidate_enhancer": "GCCTCTTTGCCGTACTGTCGTTAATCGATTTAGCGGTTTTGGAAGGGAGCGGGGACCCCAACTAGCCCAGATAGAGAAAAGCAACACAGAGTTCCGCGAAATGTGGACTCAAAGAAGCGCACCGTTAGCAACTCTCTATTTTATTCCACGTATCAATATCAGAAGTCTATCGGGACTTGATGGGCTGCTTCGGCAGGACCGTTACCCTATTGCGCGTGAACTATACGTGTCGTTCCACCGCGCTCCAACATTGTGCAGAACGCTAGGGGCCGGTGCCCGTGCGTGGACATGCGGGGATTGTCTGGGACACATCTCGTTCGGTAGTGGCTGTGGAACGTCCTTCTGCAAATAGCCTTTCGGGATCTGCTTGGTCCATCGAGGACGAGTTACAGTTGCGGAGGTACCGCGTGATATGTCGTGCAGTGATCTTATTTTGACTCAACTAGCAGTTCACTTTAACCGATTCATCTCTGCGAAACGTCCGGGACGAGTGATTTCTAGGCATGCCAAAGTTTGCGTGAGCCGGCTGGTAGAGTAGAGCTATTGTACGCCGTTCTCGATGTCCTAACTTGAGTATACCCGTGGAGGAGAGCCCTTCAT", "method": "ctrl_dna"}
|
| 14 |
+
{"id": "ctrldna_Ex_13", "cell_type": "Ex", "candidate_enhancer": "ANACTAGAACTTGTAACTATATGTTTAATACCTACCTATGCACTTAGCCATTTGTTCAGGCTCGATTGTGCTAAGCAAAGGGTAGCGCGTCACTATGAGATATAGCTTGGGTTGGACGAAATGACTAAATTCGCGCACAGGTTTATCGCCCGTGATAAAGACGCAGAAGGGCAGACAAAGCCGCCCCTATGTAGAGATCGTGATCCGACCATCCCCGGAGATTCTCTCCACCAACGTCCCCTTAAACGGCCGGGCCCAATCGTCTTCTTCGAGTATCCCGGCGTTCCAGCCCCGGTCCTCTTCCCCGACTGAACCGTGCACAGTGCTACCCGTCGAGTGGGGTTCGTGCCATTCGCTATGGCGTCTTAGTCTTGCTGTACGGCAGCGGCCTCGATCCGAACCTCCAAGTTTGCGTGAACCGAATCAAACCTGTGGACGTTCCTAACTTATTCGGTCAGCACATAGTACGTGCAGCATATTTGCTATAGAATCCGGGGACGTTCAAGCGCATGATCCATTTGACTACCCATACACCTTATCGCTATTCCGTTGCGACCGTGCAATAATGGGCTTCTAAACAATTCTAACACGTGCGTCACT", "method": "ctrl_dna"}
|
| 15 |
+
{"id": "ctrldna_Ex_14", "cell_type": "Ex", "candidate_enhancer": "CTNTTCTTTTAAAGTTTAAGTATTTAACGGGGCACCTGAATTGCTGCCCTTTCTGCGCTCTATCGCCCGGTGTGACAAGTGCCGTTAAGTACCGAGTCTCCCAGAAGCCTCCATACAACCATAGTAGGCTTCCTGCCGAGTAAAACAGGAGAGCTGAGGCGGCTCCTCTCTTTACAAAGCTCCGTCCTTGTATCTCCCGATATAGATCATCTGGTGCGAAACACGGAGAGTGTGGTGCCGATCCGCATTATGGCAAGGCGGAGTGTCGATTATCCAGGTTGAGGGATTTGCGTTGATGCTAGTTACGATTGTTAGGAATGTCCCATTAAGCTACCCCGGACAAGGTTGTGCACTATGTGTCGGTGGAGAGCCCAGAGTCGCACGGTGGGCGCGGGAGCCTCTCGCCTTATTCGGGTACCTACCGCAAGCCCCGGGATATGACGGAGTGAAATGAGACTACCGCGCAATTACAGAGAGCTAGGCAGGCCGTGGATTCTCAACATTGGCAGCATTTCCCTGGTAGACATCATCGCAATACCAACCTACACCGAAACGTCTGATCCCCAGTGCAGAGGAAGGATAGAGCCCCTAATAGTGCGA", "method": "ctrl_dna"}
|
| 16 |
+
{"id": "ctrldna_Ex_15", "cell_type": "Ex", "candidate_enhancer": "TTGTGTTTGAGCCTCAGAAAATCGCCAACGCTAATGACTTGCCCCGCACCTGGTGCGATCTTACTAGGACGGAGTTACCGCGGGAACAACACGGCGTCTTCATAGATCGGCCCCTGCTAATACACTTGTTACCCCGGTAACTGGGTGAAATTGCGCCTTGTCCCCCAACTAGTTGGCCGCATACGGGGTCTCTTGCACGCGCTCTGACGGGAGCCGTGAAAGAAGAGGGAAACCCCGACTAGCACAAAACAGGCAACGAATTTGGGTAGGGGCATCGCCCCTATAGCCTCGTAACCTTAGGGTAGACTGTAAGCTGTGATAAGCCCCGCTTAGATTCCACTTACGGTGCCGTGCAGAAGTCGGACTGAGAACGAGCTAAAGGGCGGAAACGTCAACAGTGGACTCGCCGACAAGGTAGGTGGGATAAACTTGGGCAGCCTTACGCCTCCGCATTATTACTTTCTGCGGAGATATGGCGTTGGGACCCTCTTCCTGGTTCCAGTTTGTTGTGAGAAATTAAAACGATGATTGGCGCTCCGATGCACCGCCCGCGATCACATCACGCGCTTCCAAAAATTTTTACCTGTAACGGATACGCTA", "method": "ctrl_dna"}
|
| 17 |
+
{"id": "ctrldna_Ex_16", "cell_type": "Ex", "candidate_enhancer": "GGNGTTCAATTAACCGCGAGATGGATTTCTTTTTAATCGAGGAGTACGGGAAAGGAGCGTACTAGCACGGCAGCGTTCTTTTTTATGATGCGCGTGAACCGCTATTCCGCAGGACCTATGTTGTCCGGGGCTCAGCTCATATTGAGCTAGGACTTTCTGTGAATGCGATTTAATACTCTTCACGTAGTTGCGCATGGACACGATGAGACGCACCGGCGACGGTGTACGGGGGCGCTAGCCGCGTAAGAATATCTTATATCGATCTGGCGGCTTATCGCGGTGACCAGGAGCGCGGCCCACCGCCAGACCGGTTTGGGTGACGAGGAGCCGATTTTAGCCAGCACCCCAATCCGGTCTGAGTCTAGACTAACGTGGTATAGAGGCCCCTCTTTTGTGCTGCCCGGCGGACGACACGGGACTGGCCTGTAAGATAGTTAGGCATGCGGTACAGTCTGCGGCGCTATGTATGCTTCTCTGAGACACGCGCTGTTTAGTCCAGGCTATTAGGCTGGGTCGCACGATGCACGCCTGCGAGTTAAGGTTATGTCAACAGATCCGGGTCAGGCAATGAATTAGCCGTGTACATCTAGTGGCTTTATA", "method": "ctrl_dna"}
|
| 18 |
+
{"id": "ctrldna_Ex_17", "cell_type": "Ex", "candidate_enhancer": "CAGCTCCTTAAGATGAAACACGATAACCAACTCGATCTCCACTTCTTCTTCGATTGACTAAGACGGACTGTGGGGGTAGGGATTTGCCCCCTGCCAAGCCTGACAGTATCTTCGGTAATGATGTCGGACTGTGCTACCCTCCAGTTAACGGAGCCAGGCCAACCCCACAGAGGTAGTGGATGACCATATCTGACCGAATACTTAATCACAGTACTCGAGAAGTGACTGACCTTGGCGAGAGTTGTCGGTAAGAGGATAAGCCAACTAGGCGTCTTTTTGCACCCCATCCTGGAATTGGTAAAACACTAACTCTTTGCTCGCTGGGGCAAGACCCCGTGAGCGCTCACGTTCGTGGGCGATGTTAGCGCGCTCCGTGCCAAGGCAACGCGGCGTTCCCAGTAATTTGCAGGATGCACGCTGGTTATGGTGCCGCGACCATCACGTGTGTGCGACCGGGTGCGAACATTTACGCAGCTCTCTACGAGGTCATATGAAGTATGCCACATAAATTATGCTGACGCAACCAGCACGGGTTAAGACATACTGGCGAGCTCCGTCAGTAGTGTTGGGGACCCCTGGCCCACGCCTTGGATATATTTT", "method": "ctrl_dna"}
|
| 19 |
+
{"id": "ctrldna_Ex_18", "cell_type": "Ex", "candidate_enhancer": "GGTAAGGTTTAGTCATAGTCACCAGCGGCAGTGTATGCCAAAGCCTCGGGCTACCCAGACCTTTCCCGAGCGGGAACTGTATTCCAACCACTGGAGATTTGCGGCGGTCTACTGACCAACGGACCAGCGCCAGAATGGGACTTAACCGAACGCTCAGGCAATACTGTCTGGCCCGAAATATGCGGGGCCTTGCTCACACGAGCGTACGCGAAAAAACCTGCGCCATGTAGTGGCGGGTTCCGCTGACGTAGTAGTGGGACCCGCTAGGGTCAAGTAATGTCCGAACGTCTTGCGGGGCATGGTTCTCCATTTTGATTCCCGATACAAACATGCACAAGTTATAGTGCATTAAAGCACTCATATACTTAGGTGCACTTGATCCCTGCTGCACCGCGCGTGTTCCCCTTTTCGGCAGTCCGCGCCCATACGTCTTACGCGACGAATGCCGAGCTGGGAAACCGCACGACGTTACGTCGACCTGTACACCTCAACGCCGAATCATCTACGCTCTGGTCGATATTGTCGAAATCTGTGTGGGAAGCGACCTGGATAGACGCCCCCGTTACTATCTATCAAATATGCATCCACCTGTAGGTCTGT", "method": "ctrl_dna"}
|
| 20 |
+
{"id": "ctrldna_Ex_19", "cell_type": "Ex", "candidate_enhancer": "TGNNGTCATTGAGGAATATACAAGTGGGCTTCAAGAGACTTTTTATCATAGGGAATAGGAACCAGGACCCATCTACTCCGCTCACCATTAGCCATACTACCGACCCGTCGGACACAAACAAACGGTTACGTCACAGGATGGATATAGCAAGAATCGACGTCAACAATCGATGAACTGCGGCATGCAACTAGCGTAGTTGACACCCCGTGAATTGTACCGTGAAATCCGAAATTCGGCTCTGCTCACCGTCTTCTACGAAAGGTTGGCTATCATACAGCCCTTCGGCAAACGGTCGCTTACTCGCCGTTGTGCTGATCGATCCCTCACAGACAACTGTTTGTGCCGAGGACGGAGAGTAGAGACCACGGGGTATCACATACCCTACATAGACCCTTATCACGGGCGAGGGTTCAACCTTTACATCGGAACCACCCTTCAAGAGTGGCTGATCGGCGTCGGCCTACCACTCAAACCCTGTCATGACGACACGTAGTACCTAAAGGGCTCCTCGGGGGTTGACGTTAGCCGTGTTAGACCCACTAGAAAGGTGGTTTGCTTATCATTCTTAGGGTTCTGTGCTCGGGCTGGAATCATTTCGTC", "method": "ctrl_dna"}
|
| 21 |
+
{"id": "ctrldna_Ex_20", "cell_type": "Ex", "candidate_enhancer": "CGGAACGCACTTTGGAATCGAGGTGAGTATGACTTATCTTACAACTGTCGGTCCCCCGAATATGGACAGTATCGATAACGCCTGTCGAGCAGAACGTCTGCTCGCCAATTGACGGTCTACGGAACGCCCGGTACTATTTATTTTGGTGTGGAGTGCACATGCCGCGTCCGGTATGCGCGATCCGGACCAACAAGTTACCAGGTGGAATTGGGGGGCATGTTTGTCTGGGGCCCAAGAACATCCGAATAGAAGGCCGGCTAGGATGGTCCAATACCGGCCTGAGGCTAGCGTTCACGGTGGAGTTCTCCGCCAGTCGGGGGAGAGGCTTGAGCACTTCTTTCGATTATGTACTGTCCAGCTTCATACACACGCGTCATCATATATTAGCTCAATGAGAGGACGGCAAAGATTGCCCATTTCTTAGAACTGTCGGCTGTGCTTATTCTTAAAGGCCCAGGAACCGCGCTAGGTTCATGATCAACCGTACCATTCCGTGCGGCTGAAGTGCCTCTCGTCTGCGGTGAGGTGCCTTTCCTGCCCTTTCCTCCGAGCGTTACTGGCCTATCTTCGACTGTGAAGTTGCAAAATAAACCTTCGCTT", "method": "ctrl_dna"}
|
| 22 |
+
{"id": "ctrldna_Ex_21", "cell_type": "Ex", "candidate_enhancer": "TGAAGGACTGGTACAATAATATTTACACCACGGTGGTCAAGGGATACATATGCACAAGAGTTGAGCCTCCACATATCTCCGGTGTGACTCCGCATGGTTCGATAGTACACGGTTGCGCAGGGTATTTTGCAATTCCACTGCAGGATGAGTTTAAACCGCCCCGAAGGACCAACTAGGGTCGGGCTCGCTATAAAATGGTGCTGGAGTGGTGTCCCGGTCTATGTCTTGACTATATAAGAGTAAGGTAGCCTGCTCTTTACCAATCCACCCGACATGAACGAAGGGACAACGCCAGGACACCATAGCGACTTAAACTGGCCGCTCGCAGCAAGCCTACACGGCTCGGTCAGTTTTCTGGCGGAAAAAAAATGTCTGAGTTAAGGGCAGAATAGTGCAAATGTACTCCCAATCAGTGCGACCGTGGACGATCCTCCCTGTGGCCACGCTGCATATAGTACTCCGGTCCGTTCCTTAGATATGTCTGAGGGGCACGGGGATAGCTGCAAGCGGACGCGGAGAGTTTAGTGGGACTCACCACTGGACGTCGCGCCGAGATTAGTGCGCTGCATAGGTCTCTGAGGCTACGGAATAAGCCGAATT", "method": "ctrl_dna"}
|
| 23 |
+
{"id": "ctrldna_Ex_22", "cell_type": "Ex", "candidate_enhancer": "TTTTCTGGACAGGCACTATCCACCTCAAGACCTAACATGGGAAATGTAATGCGTCAATCGAGGTACTGAAGACGCTCGTCTGGTCATGCGCCAATCAGCGCTGATCCACTGTCCTTAATATCTTGGCTAGTTCCCCGTGTGCAACGGCACACCATAACAATGTCCTACCCGCCGCCTGCGAGGGCTCCGCTCGCAGACCGTCGCGTTAGTCCAGCTCTATTTACAGTTCCATAATAATACTCAATGGCTCCTGTTTCGGAAGGCACAAAGCGTCCGGATTGACCTGATGAATGCACATACATGAGTCCTCGTACGGTGTGTAGGCTCTTCCGAATGTGCGTAAATCGAAGAAAAGCCAAATGGCCCATATGGATAGCATGAGATGTGGTTTGAGGAAGGTAAAGCGCCGATCTTTGTATACAATGAGTTACACGCCGACTTCGTGGAGTACTGGCTATTATGATCCCCGCGATATGCGCTCTGCCTGCACCCTAGACATGTCTCTCTGGGCAATGCCCGAGTGAGCGAGCAGTCACACCGTCAACACAATGCAGGATCCCTATTGTCGGCGAGTCTGGGGAGGCAGCGGTTTTGAGTTCA", "method": "ctrl_dna"}
|
| 24 |
+
{"id": "ctrldna_Ex_23", "cell_type": "Ex", "candidate_enhancer": "AGTCATTAACAACGTCTGGATAGAATTCCTGTACGGTGATGAGCAGGTAAGCGATTGGGCTTCGTCTCTTAGCTACTAAGAGCGAGCGGACTCGGACTCGCGCCTTCTTGGAACAGGCTCAAATACCGCGCCCACGATGGTATTTTCGAAAGTTTCGGCTCATCCCCTGTCACATATCGCAAGATGGGACGAGAATTCAAATAAGGCCAAGCGGATCGGCCCAGGCTTCAAGTTCCTACTTTGGACTTGAGGACGTTGTCAAGCTAGAGAGAGTCTTCCGGGGGCCATTTTTACTTGAATATGAGAACCCCACGCTACCCCGACCATACACCAAGTCTCACAAAGAGACAGGCGGAGGGATGCTGGGCGCATAGCCCTAACTGAGCATAAGCTGCACTAGCGGACACGGAAACCGTGCGCAATCTGCGGACGAGATAACGTTCAACCATAGCATCCCCCTCAGTCAGTTTAGTTCCTTCCCTGGCTCCTCTGGTGCCCGGGGCGCGACTCAAAGCGTTGAGGCCGACCTCTTGGTGCATCCTAACGATACTGAGTGGCTTTTCTTGGGCATGAGAAATTTTGGGGATCCGTAGACGATTG", "method": "ctrl_dna"}
|
| 25 |
+
{"id": "ctrldna_Ex_24", "cell_type": "Ex", "candidate_enhancer": "TACAGCATTTCGAGCCATCGATAGTCCCACTGTTTTCATGGCGCACGGAGCGTGACGGTACCAGGGTCTCAGACTCCGCGCGGTTCACTTTATTTCCTAGCGGCGATAGACGCCTGGTCACACAACAAACGGTGGTAACTTGAACAATACTGATGCCGCGAGGGATGTCGTAGTATTTAATTCCGTTTGGGTCGAAAACCCCGCTGTCACTTTGAGGCCATTCTAAACCGATACTTGAGTAGAATGGCGACGTGTTAGCAGCCTGCCAGAGCGCCTTACCTGAAGGCCCCACATCTATCAAAGTTCGACCAGTGGTTGCTCAGACCGGCTGATGCGGGCTGGTATTCATAGGGCGTACAGACGAAGTCGCAAAAAGATTTCTCGGCCCACGGAGTGAATGGCCCGAAGTCGATCAGTGCACACGGTATGTTATCCTAGTAGGGTACACCATTACTATGCTGGGACGAACTATTCTCAGATGGTTGAACGAAGCACTGTTTTTAGTCTGGACCATGTAAAATATAGTAGCGTGCTATCAAATAGGGTAATGTTAGTTTTCAGCACAGTCATTGTAAATATGCATAGTTATACCTTTCTAAT", "method": "ctrl_dna"}
|
| 26 |
+
{"id": "ctrldna_Ex_25", "cell_type": "Ex", "candidate_enhancer": "CTAGACCTGTCTATTATTAATAGTACTAGCTGGAGCTAATGCGTGCCGCTACCTCACACCGAGAACCTCTCCCGTCCACCTCATCCAACGAGACGTCCTATGACGGCATGTTCTAAAACTCCAATAGATGAGCGGTGTTCCTGTTCGCTTGATGCCATATGGGGCCGCGCCTACCTTAATCGCTGGATCGCTCCTGCGGCAGCCTTTAAGCCCTCGTGCACTATCATCAATTTAGTGACTTGCTGCGAAACTGAAGTGAGTTCGTCCGACGAGCCGTCGGCTCCGTAGCGTACCTTGGGTACCCCTCGGAACCCCTACGCTACATCGCGCTAAAACAAGACGGCAGGCGATTACCCCATACCGTCATTGGGAAGTCGACCAATTTGCAACAGGTGACGGTAATGATAGCAATTTGTTTCTGAGGCAATCTCTGGAGCCAGCGGGTGGCTAAGTCCCCCTGCTCAATTTGCAATAACCCTCCTCCCAGCGCAGGACGTTTTCGGCCTTTCTCCCGGTCAATGGCAATGGCCACCGGAGGGTTAAAACCAAAGGGTTGTAATATTATGCGTAATCCAGCTCCTCTCAAGCTCGGGGATATGT", "method": "ctrl_dna"}
|
| 27 |
+
{"id": "ctrldna_Ex_26", "cell_type": "Ex", "candidate_enhancer": "ATNGTCTAGTAGTCTATTGGTAGCAATGCCAAGTAGAACGCACCCACCGATAATTTAGTTATTATACAATCGATGGAGAGTCAAACCACCTGCACTCGGGGTTGCAATCAACATCGCTAGGAACATCTAGAAACCATTGCCCCTGAAGTGAATCTAGGAGACCCCTCAGCGGGTACTGGCACTCCCACAGTAGCCGTAGGCATCGGGACGATGCCACATGGGCGACTGATCGAGGCAGACCCAGAGTTGCCGACGCAGACAGTCATGGACTGTATCAAGGAGCCCTTTTCATGTCGGAGCGTACTCGCACCCCGGGCATCAATTAACCGATCTTCACGCTGCGTGGAACGTCAGTTCAGCGCTATAGTATGTCTGGATCAGTTGATGATGTAAGCGGGGAGCGGAGGAGCTTGGAACGTGATCTGCGCCACGCGCATCGGAGGGCGGCAAACCAGCTCCCGGACCCACAAAGGATCTTCGTAGTTAAGCTGCTGCTGGAATGTTTTAACACTCAACAGGTGTTAAGCCATGCCATAGCAACAGCCATCCGAATAGTCATATATGGGTTGAAAAAGAGACGCTGGGCCGAGGAACGATTGC", "method": "ctrl_dna"}
|
| 28 |
+
{"id": "ctrldna_Ex_27", "cell_type": "Ex", "candidate_enhancer": "GANCCAAAACATAGTTTGTGGACGTACGTTGTACCACGCACGACGAACATGGACGACCCTGTCGGACTCTTCGGACACGTCCTTGGAGCAAATCTGTTGGTGAGCGAACTTCTGACTTCTTGAATCACTTCAAAGTGTTCTTGAAGTCGTACACACCGGCTAAACCTAAGACGAGACGCCAAACACCACCGTACGCGAGACCGGAGGTATGTAGTTCACGAGCCAAACTATTAATTAAATTCAGCAACGAATCCAGACCAGGCCGTTGGCATCTGAGCCGTGAGAAGATCTAGTGATATATTCTATTACCATCTACCGGCACCGCAGGCGGGGGGTCAGGAGGATTGGTTCTCTCCTTGGGAGCAACCACCACTCTCGCACTTTAGTTTCGTTTTGGAGAGCTGCTGACATGCTCTGAGATAGTACATTGTTTCGGCGTTTCCGAGCGGCAGATCTATGACCGCGAGACCGCTGGTTAATGAACAGCATTACTCCGAGGGGTAGTATCTATGGTGTGAAATTGAAGTGATGTGTCTCAAGTAAATGCCATGGAAGCGAGGTGGTGACATAAGCCGCAGTGAGTACCAAGTGTTCACATGA", "method": "ctrl_dna"}
|
| 29 |
+
{"id": "ctrldna_Ex_28", "cell_type": "Ex", "candidate_enhancer": "TTANGGAGTGCGACGCGTATTTTCAGAATGCCGGATGAAGCTACCCCAGACCAGCGAACTTAAACACAATCGAACCGAGCTGTCGCTGACTTAGCTACTCTATTCTCGATATCAGACCGACTAGTTTACACGCCGACGAATTCAGTCGCACAAGAACCTCCGACATCGGTATCCGCTCACAGCCAAGATTCCGGTGGCGTGGAGACTGGAGGCAGGTGGAAGCTCCGACCGCCCTTATTGGACGTGGAATTCGCCGGATTCTAAGTCGGCTGACGACGGCACGCGGCATCAACTACTGAGATCGTATACCAGGCTTTATATGTCCGCACTTACATGTATACAATGAGGCTTGTCCATTGCTGAAGGCGCTGACTTATCGTACCTTGAAGTGCTAATAACTGCAGATTTGCAGGGCTCATGCATGCTGTATAGCAACCAGTCCGTGCGTCATGTCATTCAATAGCAGGAACCGCTGGGTCCACGACAGCTAGATCCTCGGCATCGACGAGTAACCTGCCCCTACAATAAAGCTTGCATCCTGATGCCGTCCATCTTGATCTCTACGGGCGCGCCAGGTCGAGAAGGGCCTTACTCGTTTAA", "method": "ctrl_dna"}
|
| 30 |
+
{"id": "ctrldna_Ex_29", "cell_type": "Ex", "candidate_enhancer": "TGNTGTCTCGGTGGCCTACCACGTAAATTTATTTAACGATTCCTATTTGGAAGCGATGACCCAGAAGAGCTTTGGGGTGCAGGATCTATGGATTCTTGGTAAGAGCTGATTCGCCTTCTAGGCTGCGTATTGGTAACAACGATACATAGCGAACCATCTTAACCCCCGGCCGAACGGGTCCATCTATCTTGACTGGTTCGTGTACAATCACGAAGCGTAATAGACGATGTGAATTAATGTGTTTCACTGGCCAGACTCACAAGACGCCAGCGACCTACTTCCGAGAGTCGAAAGGGCCAATGGGTGACAAGACTATTCGTGCCGTGCCTCTTCGCCGATTATTCGGCATAACTTGTACTCACAGTGATGGTGCGGGGGAGGCACTTCAACTGGAACTAAGGAACTAATGTCCGTGGTTGGGGAACTCACACGCAGCCCCGCTCATTCCCCCCCGAATCTGCGATAAGACTGGTTAATGGCGGCGACAGCTCAACCCAGTCACCCGGCGTAATCTAAGAGATGCGCAAGGGTTTTGAGCGCGTTGTGGCGATCACCATCCCTGGTCAACCTGTTGAGTGAAGATTTTTATACCTTAGGCCC", "method": "ctrl_dna"}
|
| 31 |
+
{"id": "ctrldna_Ex_30", "cell_type": "Ex", "candidate_enhancer": "ATANAGTCTTTAGAATCGGTTACGAGGTATCCCTTAGAACAGAAGATCTGTGTCCATGACAGTTGAGCCCGGGGATGTAAGGCTTCTTCTTTCTCGAGTGCTACGCGATGCAAATAAGGAGGAATTTGGCTCGATCCTTACAAGATGACACGAAGGTTACTCTGTCTGTTAACGCGTGCGCACCAGCGCCCGTTTTTACATGAAAAGATAGACTCACGACCGGGTTAGGTGCATCAACGGGAGCACACGAGCGCTCGAAAATCACGGTTATGGTCAGCTCCTGAGGTATTTGTCGTGGGCATTCTAGTACAGCTCTCTTTCGCTGATAGAACACAACGGCAGTCTAACCACGGCAAACATACAGATGATTACCCTCCCCGTTTAAATCGAGTCGTAGGCGGTTGGACATCCTCTTTAAGATCCCAAGTGAGTCAAGGTAACCGGGACGCGACCGTAGGATCTGACAGCATTGTACGGAGTTATGAGGTGGGTCGTAGCGCATTTAGCCCACCCGGGAACGTCGGTTTTAGGGATGCCTGTACGAAGACTACGCGCACATTGGCATCTGCGTCTAGCAAGCTTTCAGTAGTTTTGGATCAT", "method": "ctrl_dna"}
|
| 32 |
+
{"id": "ctrldna_Ex_31", "cell_type": "Ex", "candidate_enhancer": "TTNAAATTCCGAAGGAATAATCTCATTCATGACAGTGTCGGAGGGGTCCACGTTTCAGGTACAGGGGACACATACCAACACGTAACTGAGCAGAGTCCGACGAGTAGGTGTACCGGGGGCGTCCAGACCTAGGCTTGCACTTTCGCTCCCCCTAAATGAGATCGTCCGACAGGCCAGATTAGGATCTACTTCGTCACAACATCGTACACGGACTCACGACATTCCTGGGCGGGCCGTTACTTGAGCTTGGAAATTACCGTTCCATCCGTGGCCAGTTATCATTCAAGGGGAACATCCTTGGGCATTCGAGATTCGGCCACATCTTCCAGGGCAACTATGTCAGTTTGCGTACAAAAGAGACGTGGAAGTAGCCGTGCATTTAAACGTGCTCGCAGCCTAATGAAGAGGTTTCAGAACGTATCGCAGTGTGAAGCCTCGTTTCTTGATGTAAAACTCAGCGTTCAGCGTTTAGGGGAATCAATTGCTGGTGGGCGCATTACCAATACTGGCATCGCACTAGAGCAATATAAAGGGCTTATGCGCTGAACAGGTATCCGTCGGACCGACAGGGAGGATTCCGTACCATACAGCCTAGTTGAG", "method": "ctrl_dna"}
|
| 33 |
+
{"id": "ctrldna_Ex_32", "cell_type": "Ex", "candidate_enhancer": "AAGNTCGTAAATAGCTAATTGCCTACTATACTGCCTGGCAGCTGGGTTTCATAACACCCCCGTACGCAGTCACCCCAAGCCCATACGCGTTTGGTCCTTCGACGGACCGGCCACGGCATAAACCTCGTGAGGTGGAGTGCACTAAAATCCAGGCGGTAGCGATCGAATTCATAGTCGTCGAATGACGGGTTAGCTACTTGTGGATTCTCAAGATTCGTATGCGCTCCCACCCTTCAACCTTGCAATGCCCTTGGGACTACCATGCCCCGAGGACGTTGCTTGACAGTCTTTCAGTAGACAGCGTTCCAGGAACGAACTGAAGGCTCAGTCGCGAAAATCACAGGGGGTGCGCAGCCCTCACCGCTCTAAAGCGTGGCAACGGAAGCCCATCGAACTCTCACAGATTTAAGTAGTAAAATCAACCCCTGCCTCCATCATGTAAATTTCGGTGATCCCGGTCAAGGGTCTGGTGACCCAAGTGGGTGAAACCAATAATGCTGATTGAGGCCGCCCACCGCATAGAGATAGCGGCAGAGCGCCGCTGACCGGGGCACGGTAGGCAGGAATGTTGTGTTGGTGTCACCAGTTATAACGTGAAAG", "method": "ctrl_dna"}
|
| 34 |
+
{"id": "ctrldna_Ex_33", "cell_type": "Ex", "candidate_enhancer": "ATNAAGTATTCCAAGATGTATACAAATTGGTATCCGTTGCCGTCCGTGCGATCCGGGAAGGCAAAACGACACGTGTGTCGCATTAATGCAGGGTATATGCTCTCAGGACAAAGCGTGCGCGACAAATGCGTGATCCAGAAAGCCACTGGTGGAACCTCAGCAAGCTTCGTGTAACCAACCACCTCCTACGAGAACCGTGGCTTACGCGCGCGGCTTAAGGATGATATCGGTCACTGAGCTCACGTGGATCGCATCAGTAATACAAGTAGGAAGACCCACGTAGGCCGTTTCGTTCTACGTGTCATACAGGATCAGTCTAGCTACAAGTTTAAGTGCGGAGAGGAGGCCTGAGCATCTCGTCCTCAATAGTTTATATCGGATTCTATCGATCGTAGGGAGCCGTCGACACGCCCGCAAGTAGAGGAGAGGTGATTATGATGAAGATCTTTAATCCCCCCCCTATGTGCGCTTTCAGTCAACGGGACGCCTAGCGTTCTGACTACCTTTCCTAAGCCGATACCCGGCCCTCGCGGCGTGAGGGGAATAGGGGCTAACAAAAGTAATGATTTGATGTCATATTTTACACCCTGTTTCAGTTAC", "method": "ctrl_dna"}
|
| 35 |
+
{"id": "ctrldna_Ex_34", "cell_type": "Ex", "candidate_enhancer": "TATGACTTTGGGCAATTCCAGACAGCCCCGCAGCGAACCGAGTCGAAAGTCCAAATATACAATCAGATGATGGTCTTCCAGCTGTGTTAGCCAGGCCGATGAGTGTAACGGTACTGCAGATCTGAGTCTTAGAATTGGGGTGAAGTTTTGCCAGCCCAAATGTACTACCGCCCCTCAGGCTGGGAAGCCTCCGACGGTAGGATGACAAGCTCGTGTCGGGGGTGGCTTGCGAAAGGACTTTATCGCCGCGATATCTATAGGTGTGTGGAAGGGCTGGATTAGCGGTGGAACGCCGCGGGCCGTTCACGTTGAAGCCTTGCAATGGTCATCGACAGAATGTGTCGCTAGAACGGGGACATATCCGTAACAAGTCTTATAGAGCTGCATACCTCACTTGCACCCCTCTCTGATGCGCAAGTTTATCCCCACCACCGGCGAATTCCGGTTTTCAGATCTAGCTTATGCAGTCGCGTCAAAAGCGGCAATAGCTCTAATGGTCAAAATGGGGAGTGTACACCCGCACTTCCGTCACCGCGTACACACGGGTACGCGCGACGATGAAAGGGCAGATCGGTCGTACTGCGTCATAAATAGCCATCT", "method": "ctrl_dna"}
|
| 36 |
+
{"id": "ctrldna_Ex_35", "cell_type": "Ex", "candidate_enhancer": "AAGTCTCCAAGGCGCAAAGCCGAATCAAAGATCTCTTTAGCTGCGCCTAACCGAATGCTATAGTAATAATTGCTTGAACAGCTTGTGGGACCGCCGGTAGCCCTATTACGCAGGTCCAGGCTGACATTTACCAGAGCGCTTTGACCCCGCGGGTCATTGACAACCTACACTCCACCGTCCTGGGCAAGTTTTCATGCCCTTAGCATCGGCATTGCTGATCAGGGGTGACGACGTAGAGGCACTAACTGGTGACCGGTGACTGATAGATCACCCACCAGTCTGTGCCCTCTTCGATAACGATGTCTGCTCCAATGCTCCTCACTGACCCTACTCGTAGGGCCATAGTTGCCTGAACGCAAAAAGGTTTATCCCATCCGACGCTGCGGCCAGTCGGGCCTGAGTTTAGCTCTGGGGGCTCTCACAGGTGGCGATGGCGGCTGGCATTGCGCGCCATAAGAGTGAGTTGCCAGCCTGGCCCTCTAGGTTACGGCCTCCCTCTCCACGTTCATGGCGGGTGCCTGTCACACAACCGCTGACTGGTACCTCTTTCTTGGGCTTAAACAGTGAGATGAAGAGAATGACCCTCGGCTCTCCGGTGGT", "method": "ctrl_dna"}
|
| 37 |
+
{"id": "ctrldna_Ex_36", "cell_type": "Ex", "candidate_enhancer": "CTNAGCAATACTCTTTGAACACAGCTCCCTCCACTGGACTGTATTAACTGCAAATTCGAAGCGGTACTGCGTTCGCGAGTTGCGCTTGAATCACTAGGTATACCACATCGTAAACCCCATGAAAGCAGGAAGCTAGAATCTTGGCCGGAAGGCACACATATGCACTCCGTCTGTAACGCCACAACCCTCGCGAGTTGTCGCCAGATCCTTTCGCACCACGTAGCGAATCGGCTTCCGGAATGCTCGGCGACACGACATCAACTCGCCGCAGTTCCCAATGGTTGGAGCTGTACCTGCATATAGGATGAGTCAAAAAGGCGGATTACAGCGGGCCGAAGCGATAAATTATTAAAATTATTAGGTCTTCCAGTTACCGGCCCCTGACTAATAATCTCAGGACAGACAAAGCTCCATATCGCCTAGTATCTGAGACCGCCGGCTCTGGAGCAGACGGTTAAGAAGAATAAAAGAGCCCGCGTGGTTACCCCACACGCGTGACGGAGACACCTGTGAGGGCTGTATCGTAAATTGGGGGGCGTTTCCGGAGCCCACACGTCTAGCAAGGGGTTAAACGGCTCTAGAAGATCAGAGGACGGTCAA", "method": "ctrl_dna"}
|
| 38 |
+
{"id": "ctrldna_Ex_37", "cell_type": "Ex", "candidate_enhancer": "GACCACCTTATAGACAATAGGACATGTAAAAATACGGTCGCCCATCTACTCGTATCTTCACCGTGCCTGCGGAGCCTAGCTCGGAGTGACCGCTGATCTAATCCATTCAGATTCAACATCTGCACCCTCGCGGACTTGCCACATTGGGGGGTTCCACCGTGCAGATATAGCCCGACAGCCAAGGGCCATCAACCTGCGCTCCGACTAGTTTGCGGAGTAAGCATTACCCGGCTTACTAAGGTCAGTCAGCGCGCAGCTTGTCGAGCCCCCACGTTCACTAGGGCATGACGCCTTACGATTTTGCGCGCGGGACTGTACTACTGCGAACAGGCGCGGACCCAGTGCGGAGGTTACCAGGGTAATCACGTTACGTTGGGCATGACCTAGTACACGCCAAATCGCTGCGGGGCAATACTCCGAGCGCAAATTCACTACAGCGTTCGTTGGACAATAGACAACTAACCTAACGAAAGTACGCTAAGTCACCACGCGTACCCTATAGTCACCCCTGTTCCGAGGCTGCACAATAGGTGTGCCAAATGGCGAGTCCGGTAGGGTGGGCTACTTTAAGCCCAGTCGCGATAGCAAAGCACCTGTGGT", "method": "ctrl_dna"}
|
| 39 |
+
{"id": "ctrldna_Ex_38", "cell_type": "Ex", "candidate_enhancer": "TTAACGGAACACCAGTTTATTCAGCCTCTGTAAACCAATGTTCAATACATGTATTCCGGAATCCAGTGCTAGTCCCTTTGGCTGTCACGATTATGGCGATAGGAGCACGACAATGTGGAAGTAATGTATCGACAGCTGTGTTATGCCCGGTACAGGGAGCAGGGCAACCGAGCGTCTAAGCGCGAGATGCTGTCGGAGGACGTCTGCACGTACACATTGAGACTGGCCTCAATGAAGAGCCTAAGTGATGGGCAACCTCTTTACAAACGCACGTACCAACCCATCATGGAAACTCGGGCCCTGATGGCAAAATGTCAGAAAATTCCTAACCGTGGGCGTCCAGATCGTGAGAACGCTACATAAGCACCCAGTCGAGTCCTTGTACCTGGACGTGTACCTGGAGAACACAGGACTTGTTGCCGGGGCTGGGTGTCGGGCCAGTAATAGAATTGTAGCGCTCTACCCCATGGTTCTGGAGATCACTTCCTAGGCTCCAAAGGAGTGATCGTCGTGAGCCCGATTGGCATTCCCCAAACGGGGAGACGACATATGGTTTTTATATAAAGTAGACCACCCAAAGGTCATTTACGACCGTGGTAA", "method": "ctrl_dna"}
|
| 40 |
+
{"id": "ctrldna_Ex_39", "cell_type": "Ex", "candidate_enhancer": "TGTNTCTGCGAGCCATAAGTACTAACGTATTGGGACAACGACGGACGTACAAGTTGTCGGAACTAGCGCCCACGCTCTCTAGCGCTCGTATTCGACCGTCCGCACCATATTAGACGCCCGCTTGCAGAGGATAGGCCGTAACGCCCTCATTTACTGGGCAAGTCACGTGCCCCCGGCACTACAGCATCATGCTTACTAAGGAGGGAAGTGGACTGGGCGCCTATACGATGCGCTTCACGCCGCCTCTGGCTTGGAACAACGACCGGATCACATCGGGTCGCTTATGGGCCCATCGGAATTTCTGGAAGCCCGCCTGGTGAAGTAAGCAAGGTTGGCACGTAATTAAGAGGTACTGACCTAAACGGTTCACACTGACCCGAAATCGAAAAAGGCCCAGTACTTCTAGCACGCTAGCCGCAAAGAGAGACATGGTTCGTCCCCTGCCATCGGCCCTCAAATACTTCAAGCTGCAGCGTCATGTTCGCGGAAAGGTCGTGAATATACCACCGCGTATACGGAAAGTTTTTCTAAGTTTAAGTGTTCCCAACTCTCGAGTTGGCAGGCTCTGAGGTATCATAACTATAATGGGTATTACCTCAT", "method": "ctrl_dna"}
|
| 41 |
+
{"id": "ctrldna_Ex_40", "cell_type": "Ex", "candidate_enhancer": "TGGCCATGGGTGTAACGTACGGCTGAATGCTAGTCCCGGAGTGACGCACAGGACCGCTATTGACTCATTTCGTTGTGCTCGTCAACCGGAATGCACCTTTAAACATAGGGAACTTTTGTGAATCAAGCGTACCTGCGAGGTACGCATGGGAGGAGCGACGATTAGATAGCGCGATCCTCGCGCTCTGCGGCCCCGCCCTTGTGATAGGAGCGGGCTTGTCCGAGTGCGCGATCACGAGATCTGCAGATCAGTCTATAGCGCAATCTAGAAGTACAAAGATATGCCCAGGGCCAGCCACCGCGAGGACAGGGGGCCAAACATTGCACCCTCAAAAGCTAGGCCCGTCTAGCTTGTCAGGTCGACTACGCTACGGTTAGCCTCAAGTGCGTAATTCTAGTACTCGGGCGCATGATCAATTCTTCCCTCAGCGCCAATAGCGGGTAGCTGCGCTTAAGGCATTGTACTTGGTGTGATGATATCTAATCGAATTTTCCCCACCTTGCGTAGATGTATCGCCGGCCGTACTACGTGGATAAGGCGGCTCAAACTATGGCCTAAGCGCATCAGCTGGAAAGAGGATCGCATTCGGATACCAAAATG", "method": "ctrl_dna"}
|
| 42 |
+
{"id": "ctrldna_Ex_41", "cell_type": "Ex", "candidate_enhancer": "ACNATCCGACATTGAGGATAGCTAGTCGGCACTCGGCGTAAAGTTGGTCTACCGATAAAGTGGGTAGTCAGGTAGTACGCGGTATCATCATATGGTGGCTAGACCCTCTAGTAACAGAAATGAGTAATATTCCTGCCACACGGGGATCACCGTATGACGCCCCCCAAACGACTCCGCATAGCATACGACCTCATTCACCGGCATTCTCCAAGTGCGTATCGATACCTGGGCGATACTTGCGCGTAAATGGTGCCGAGGCGACAGCGGCCGCCAGAGACACCTTTTAGCGTTCAGCGTTTGCGACGGATTGGGATGATGACTCCAGCGCTACACTGTAGATAGCAAAGTCTGGTTAACGGAGGCGACAGTCGTTGCGAAGGATCCCTCAAGATTCGGAACAACTTAGTAACCGGAAAGATGGTCGATCATTGCCGACTTCAGCCCAAAGAAGAGTGCAAACGAAGCGGGCCACTGCGCCGCGCAACTCAACGGCTATCCCTGTAGCAGTTCGTATCCTTCACGTGGTCCTGGCTATCTTAATGGATGTGAAATCCACCGGAAGGAACGGCAGTTCAGCACAATAGAGCGCGGCTCTCGTTG", "method": "ctrl_dna"}
|
| 43 |
+
{"id": "ctrldna_Ex_42", "cell_type": "Ex", "candidate_enhancer": "TANAACATTAAAATCTAAAAGACGCAAGAGTTCCCCCCCTGCACTATAGTAAGCCCGAGCGGGCACGTCCCAGCTCTCCACCTAGTTGGGTCCCTCCCGGTGCTAGCACTCGTAGGGTGCGAAATCTTGAATACCAACATTGGACGTCAGTGCGCCCCCGCCAGCTGTCCGGCCTCTGCTTGTGATTCGCATTACCGTGGTCCGCAGTCCACAGGACGAGAACTATGGCAGACGGCGGATGGATGGCCCATCAACGTGCGTGCGGCCCAGCAGCAGTACTCCGGGTTGCGCCCCATTTGACCGACGCAAACGACTGAGGCCAGCCCCGGCGCGGTTCAGCGAAGTCGCACTGCTTCGGTAATAAGTTCCCCAGAAAATATGAGGGAACTAGGTAACCAGCGATGCGCTCAAACTGTTGTGCTTGGCTGCTCACTAACAACCGATCTGCCATCAATGTGTCATATACAATGCGATCCCTCCAAGGATAAGAGCGAGGTCTTCGAAGAAAGTGAGCCACCCCCACAGTCGACTGGTTGTGGCCGTCCGGGTGAGGTTAGGCATAAACCGACTACGGTCTGCTCTATACAGAATAGACCTGAG", "method": "ctrl_dna"}
|
| 44 |
+
{"id": "ctrldna_Ex_43", "cell_type": "Ex", "candidate_enhancer": "GGGTTGATATTGCTTGTGCCCAATCTGTGTAACCGCAGTACGGCAAATGTATTCGAAGACACCTCTATGCCAATAATAGGATCGCAACGCGAGAGGGTCCTAACTAGAGCATGGAGATCCAGCATCACATAAGCACCTACGAACCCCTTCAGAATACGACAGAGCGTCTGGGCAGAGCATACTTTCAGTCGGGTAGAAGACGTGATGCGTGAACCCCGGGAATTGCGAGGTCGCGTGTTAGAGGCACACCATAGCCGCGGCCGATGGTCCACTTTATGCGAGCCTGAGGCGGCAAAGGCAATCGCTACCGTCGACTGCCTTCCCGGGTGCTAATAGCAGACCAGTCCATCGCACCGGTCCCCCATAATGATAGATAACTGCCGGCACCTTCACTCGCGGCGCCGACGGTGACTAGTTTAGGAGGCCTTGGCCACAGAATGTGGACAAGGGTTCAGCCGATACCGGTCAAAAAACGCCACGGTCCAAGCTGTCCAGGCACCCTAGAGGGAGCCGGAGTTCTTCATATAGGACTATGCTCTGGCATCAGACGCGGGGCTCTGTTCACCGATCTGTGGGGACGACACGTAGTGGATGCACATT", "method": "ctrl_dna"}
|
| 45 |
+
{"id": "ctrldna_Ex_44", "cell_type": "Ex", "candidate_enhancer": "CCAATGGTGATTTTCTCCTCAACCTCGGCTATTAGCCTTTAAGTATACGAGGCTGTCTTACTGCGTTCCATAGTGACGTGCGAGATTGGGAGACCGCTGGAGATCGTGGGAACCGGTTGAGTCTCAACGGACTGGATAGCTTAACTCGCAGCCTACACCCACCACAACCGCTCCTCGCGCGACTGGGAAGCAAGCCGTCCTAACATCCGAAACAGCCGCCGCGGAATAGAATGGCGACGCGCCTGTAGCATTATATATCGCCTCAGCCACACGCAAGCATGCCGACAGCCCCACCCGAGACCGGGTTCACGGGCTCAGAGGAGGGACCGATCCGCCGACCAGGTTAAATAGGGGAGTGAATACCAAACACTGGTCGTCAAGCCAACTGGCGGCATGCCGCGGCGGACGAATCGACCGGTCTCAAATCATATCCCTTGTTTCACAGCCGAACCTGGTAATCAGAATAGTAACAGGCTTGGGAGGATACCGGCATTATGCCGTAGAGACCCGATCTCTGGCAACTTGCCGACTCAGGACGTTTGACATGCGTCAGATAATGGTCGTATCCAGTACGAATTAGACATAGGGTTAAAAGCACGT", "method": "ctrl_dna"}
|
| 46 |
+
{"id": "ctrldna_Ex_45", "cell_type": "Ex", "candidate_enhancer": "AANTGAGGGGACGGTTATCTCCGATACTTCACTTACTTTGTGAGGTCATTTTCTAAAATAGTAGCTGAAGGCGTGTTCGCCTGCCACTCCAGTTCGTATTGCAGTCAGTTACTAACACGGTGACCCTAGTCCATCATTATCCTAACGTCCCAACGAGCGCCCTCTCCGTAAACGTACATACCACAACGCCACACTGGTACGGCTCGACTGACAGGTAATTGGCGGTCTATTGCGTTGCCAGGAACGCATCGTTTGGAGCCGGGAGGGTAAACAGGGAAATCCTGTCTTATTTTTGCCTACAGTTGCGGGATACACGCGACCCCCTCGCATCGAGCTAGATGCCTACGCGTCTAGCGCCTCAGAACGTTCAGTTCACCCTCGTTTCCAAGCCCCTTTACATACCGCCGGAGCGACACCCTGCTAACTAACCGCATGCGAGCGTGGACGGAGCCGCAGATAGTGACACACAGGTGGTGTTGGTTGCGTGAGTTATGGGTAGGGCATGGGTCTCCCAAGGCAAAGGCCGGCTTCGGGAAAACGGCCTTTTGACGTCAGCGGCAGCCCAAGCGGATTCACAGACCGTAAGATGAAGGTATCGAA", "method": "ctrl_dna"}
|
| 47 |
+
{"id": "ctrldna_Ex_46", "cell_type": "Ex", "candidate_enhancer": "TCACATCTACTACACAAAAAGCTACTCTATGGATTTTGGACCACAATGTCGCCTCATTCTGAATCCGCGGACCTCTACGTACGGTCTGCATCCACGCGGGGAGGGGCTACGGGGACGTGCTCCTCGAGTGCCATACTCGGTGCAGGGCAAGCGTCCAAGATAGGACACACGACGCATGCCGACTGACCCACCGCTTTAACTTGCACGGTTGGTGTACACGACCGAGACACGCTACGTCCCATATGTTGGGAGGTAGCACGAATAAAGCGCGGGCATTCAGTAGCACGTTGTTCGGCCCGCCTCTGTTGCCCAACGCTCTTCCATTAATGGAGCGATGGTGGTGACTGCGGTAGCAGGCCTAAGAATAGCCCGCCGCCCGATTGACAAGTTACGACACCAAAAAATAGAAGCTTCTGGCGCGTGCGAGTCTTAATAGTTAACGAGGGGGAGAGCTCTGGTCGCTAGACCTGCAGAGCTGGGCCCGCCTTTTTCCGATTCTACGGTGCGCCTGGTTGGACGTGGTAAATCACCTGAGGGCAGCTAATTTGAGAGAGGCCATAGCACGGGAACTTTCAGTCACCAAAAAGTTACCTGGTGCAC", "method": "ctrl_dna"}
|
| 48 |
+
{"id": "ctrldna_Ex_47", "cell_type": "Ex", "candidate_enhancer": "CCCAAAGGGTTATCAAATTAGCACGAAGACGGCACCGCTTAACCTCTAGCGACCTTAGACGTATCCCGACGGTCGCGCAGAAGAAGATTCAGGGGTCTAGCATGATTAAACTCGTACTCTTCTCTGACTCGGCCGGGGCGGTGTCCACGAGATTCTCGCCCGTAGGCTCGCGTGGGCGCGCTGCACTGGTGGGGCGGCGGTTGAAGTGCACGTGGGCGCCAGTGGTCCCACAGTATTATGCTATTATGCGCGTATTGGCGTCTGGGGCCGTCCCCAGCAGATGTATAGCCACATTCTTAACATAGCTTAGTGGGTCCGGATTCTCAGGCAGCGAAGTACTCCTAGAAACAGGGTTGACCGGAAGCGTGGCGCGAACATAAACCTTCCACGCAGGTGGGTACTACAGAATTTCAGGGTAACCTGATTCTTATGGCAAAGACTCACGGTATCGTGGCTAAAGACACGAAGCCCAGGAACTCGAAGAGTAATGTTTCGTTGAAAGTGGACCACGCCATCAGTCGCAATTGGGCGAAAACACGTGGGCTTCTGTCTGCGTTGTCTCATAAGTATCCACCGGAGATATGAAAAATAACCGGAAGC", "method": "ctrl_dna"}
|
| 49 |
+
{"id": "ctrldna_Ex_48", "cell_type": "Ex", "candidate_enhancer": "CCANCTTATCCCTATTCACTAAAGGTTGTATGAGGACTGTATGATTAGTTGACCGGCCGCCAGGGCGAATACCAAAAGGGAAGCTGGGGTTCAAATAAAACGCCGGCGCCAAGCGGTAAGGAGGCTGCGTGCTGCTATGTAAATTATTACGGCGGGAAGATGTGAGAATGCTCACTATTCCCGCCATCAGATGGCATAGCCAAACTATCCCGGCCTCGTAGCTCCGCGGGACCCAAGGGGTGGGCGCATGCGCCAGAAGGGGTCTTACAAAAACTGATCAACAGTTGTTAGCCTTATAGATCACGCATCCCCCTGGGGTTGGCGAGTAAGCGAGGGTGGTGCGCTTCCAGAGTGACATTTCTGAAGGTATCACCGGGCAACAGCGACGGTACTCGGCCCGGCCATAGCGGCGGCAAGTTGGACTCATAAGTTTTCTACTGCGCGAGCCATGAGGGACGGAGGTCTGATAAGGTCGTTTGGCTGCCTATATACGGGCCTCGTCCACAGCGACCTATGGTACGGGCGTCACGGGGTGTCGGCGTTTCTTTGAACCACGAATGAAGACCCATCAATAACTGGTTGATTACGTATTAGAATAAC", "method": "ctrl_dna"}
|
| 50 |
+
{"id": "ctrldna_Ex_49", "cell_type": "Ex", "candidate_enhancer": "ATACCCACTTCAATGCCGGTGACCTCTATATCGATCTATCAGCGGGCGCCCAGAGAGAGACGGACAGTGTGGATGGAGCCAGCGCTCGTGTCCGGCACGGGCCGCGAATGTTTATCATGCCGTGAAACCTGGGTCTAAGCAGGCGCGGTGAAAATCAGACAGAGCCTCGCAGCACAGGTTTTGCTTGAGGCAGAGTCGACACGGCTATGTAGGTTTACCTTGAAGATGGGTGTCTCACACCGGAGTGGTGGGTACTCGAGGAGAGGACGTAGGTAGCTTTCAGGCTTCCTTTCCTCCAACCGCGGGGGCTAGGAGCCCGCGGTAAGGCACCAGGGGAGTGCACTAAAAGCTTTATGTTCGCCAAGGTGTATTATCTAGACTATGCCGGGTGCCCAGTCCCGTCTACACGCCAGGCCATAGCGGGGTCCAACTAAGGGGATCTAACGTGTACGCGTTCTTGTGGAGAGGCGATGAGTTCGGAGTCCCCGTATAATAGTTAGGGCATAGCAAGGAGCAAACTATTATGAGACAAACCTGCGGTGCACTTTCACGCAGCCGAATAAATTGCTTTATACCATCCCTAGTTTGGCTCCGTATACC", "method": "ctrl_dna"}
|
| 51 |
+
{"id": "ctrldna_Ex_50", "cell_type": "Ex", "candidate_enhancer": "ACTNACGGGTCCGATCCGGGGAACGGCCGTTTGACGATACTCTGAGAGGATCTCGTTAAAAAACTGGGCCTATTTTTTATACTGACTTCACAAGCGCACGGAGCAGCTGACGCTGCACCCTGCGGGAGTTTAACCAGTGTTGCGTACCCTCATGTACTTCGTGGTCAGGGTAGGCTCGGCCAATACCCAGATGTTCTGCCCTCTTGGGTGGGTGGGCGTGATGTTGGAGGGTGGTACAGCTGTTCCGTGTTTCACACCGTGCTCATCCGGGTACTCGGCCGGGGTCGCCATATGCTCACGCCCGGGAGAGCTGCATTGCACGAGATGGAGTGCAACCGACTGTGTTCTAGTTGGCAGAGACGCCCTGTGGAGTCCCGGCGCATCTAGTTATAGAGTGGCGTCGACTATCCAGATGGCGCTGCAATAACGGCAAGTGCAGGTAGTTTCTGACGGTCGTCACGGAATTTTGCTTCTTGTGGGGCGCCATCTGCATATGTCCGATCAATAGTCCGCATATCTCCGTACCGTAGCCTTAAGTGCTAATTTAGAATCCGCATTTCGGGTTATACAGATAAGCGGAATTGGCCAGGGGGGCGTCTA", "method": "ctrl_dna"}
|
| 52 |
+
{"id": "ctrldna_Ex_51", "cell_type": "Ex", "candidate_enhancer": "AGCAGGAACCTCGCATGGCTTCTGAGCGCCGTTTAGTTAGCGGAACAATGCCTCGATTTCCCGCGCCAAACGGTTAGTTTATCGGCTATCAGCCTGCTCTAGGCTGCATCGACAACTTCTTTCAAGATAATTCGGCGTGCAAGACCCATTGAGTGTTTAAAATCTCGGCAAGCGTCAAACACCTCAACTTAGCCCGCGTCGACGGAAGCCAAAGGGGTGGTCAGCCCATTATATTATTCGAGAAAGCTGAGAAGTTATCGGTGCGCAAGTCCACCGGTCATGTTTTGTCCGGGACGTGAGACCAGCCCTATTGTGACTTCCAGTTTTCGGCGCTCTGGGCTCACCGCATCCCGGTAAATCCACAGGTCTGTTGCCTGGTGCCGAGCGGGAGCAATCTCAACACCCCGACCTTAGACGATGGTCCACTCCTCGCTTTGATGAGTGCCGGATACGGAGAGGAGAGGCTCTCTCAGATTTGAGTTGGGCATGTAAATGGTTTCAAACGCGTGGCTCGCTTTAACTTCCACAAAGATTCTCGCGCATTAGAAGTTTCCGCGGTGATGAGAACCCTGGCTGACGCTATACGATTCTGCGGGTAGG", "method": "ctrl_dna"}
|
| 53 |
+
{"id": "ctrldna_Ex_52", "cell_type": "Ex", "candidate_enhancer": "TANNGCGCTTCCTATATCAGAGCCAAGACCAGGTGGGCTAGGAAGAGCCCTGGGCGTCGTAAAAGGGCGGTACCCGCGGGATGACTTTGACGCCCACGCATGTAAAAGCTGGCTGAGCATTGTCGCCACACTCTAAAATATGACGTCTAATGTTGTCTTACCTTGGGTGCCTGGGTACTTGACGTGCGGGTCAGGTAGACGAGTCTAAATTACCCGTGGCTTGCTCTGGGAAACACTTTGAAGGCGGTCCCCCTGAAAGGTGCTGGAGGCGGAGTCCTGTGCTACCAGTGTGTTCTAGGTTAAAGACGGAATCTCAGGAGAAGTGACCAGTGACCGGTACCTCACAACCCCCCGTGAAGTGATGGACCAACCTGGAAGGGTTCCCAGCGGACAGGCGCCTTCCTAGGATAGGATGGGTTCTCCTCCTCCCTGAAGCGGCAGTCGAGATGGCGACGTTTGCCTCGTACTGGACCGAAAGTTCCGTCGCAGCTACGATATTTCCTTGTCGGGAAACCAGGGACTCTCTGTATTCAAGGATCGCGGACTTGACAATAGCCGAGATCAGAATGCTTGCATGTTTGGGTAATTTGGCCACTGTCG", "method": "ctrl_dna"}
|
| 54 |
+
{"id": "ctrldna_Ex_53", "cell_type": "Ex", "candidate_enhancer": "CTNATATTGCCCCAGCCCTGTGGCAGTCATCTTAGTGAGTCCATCGTCGCAATGGTAGATTCCCTTGCGTGAAACAGCCGTAGATTCACTCGAGCTGATACTAATTTTTCCAGTACGCCCAGCCAGGCATCCCTTTTCGTGCCCCAGCGGGATATTTCGATCCGACACAAGCTTCCACGGGAGTAAATTAGCTTAGCGTGTATATGGACCATCCTCTCTGTTCCCTGAGTCCTAAATCACCCATGGCTGTGGTATATCTTGGTCCGTACATTCCCGCGCGAGACGGTGCGCGGGTGTAAGGTTGGCATTGAATGAAGCAATAAATCTCGTTATACACTAGTATCTTCTAGTGCAAGGCGACCATACTTTAGGCGGCTGTGTGGGAATATGGTCAGCGAGCCCGAGCGGAGCGTTAACCATTGACCCGAATGTGAGATGCGGACTACTCTCTTGTGCCCCGACAGAGATAGACTACCCAGCAGGGGATTGCAGGGTGGAATGCATTGTGGTGCTGACTCTAGGCATCCGTCTTTGTGAACAGAGATTTTGAAACAGCCTGGGAGAGAGAAAAGAGCCTCAGACGCCCTCTCAATGTCGCAA", "method": "ctrl_dna"}
|
| 55 |
+
{"id": "ctrldna_Ex_54", "cell_type": "Ex", "candidate_enhancer": "CATNAAGGAGTCCATTTATAGTTTTAGCAGACGATGTAAATCGGGGTCCACACAGTGCACTGCGCTTCGCGCACGCTGGTACTATGTGCGGTGCGAATTGATGGACGCCAAGGTTAGGAGAAGATTTCGTCTATTTAATCCCGTTACACCCATGCATAATGGGCATTGCTTACGAATATCTTGCCGCCGCAAGGTATCGTCCCTAGCCTCAGGCGCGCGATCGCGGGACAATCCACGTGTATAAAAAAGAACCATAACAGCGTCCCATGGGCGTTACGGTCCCACGAAAGTGAGGTGGTTCCCTGCTCGTTGTGAACCGGGGTTTGAAACGGGCGTACCGCCCTCAAGGGGCCGCCATTGACCAGGCGAGACCGAACATGTGTCGATCAAACTAACTAGGGAGGTATCGACTGGCGCTTCTCCAGCCTAAAGACTTGCTGCTTTCATCTGTGACGGTGGCCCGACCCATAGCGGGGTGCGGAAGAGGGAATTAGAAGTAGACCGTGTGGCGGCTCATCGGCCGGGAACCGCTGGATTCTCTAACAGTGCGATTCGTGGCCATTCCCGTCGTACGCGGCGCGAGACAGTCCAGGCGAATAA", "method": "ctrl_dna"}
|
| 56 |
+
{"id": "ctrldna_Ex_55", "cell_type": "Ex", "candidate_enhancer": "GGGTTGAAACTACGCTTTGGGCGCTGTATCGGACATTGTGACAGCTCCCACGGGTTCTTACGGCCGGGGATGGCACTTACATGTAGGCGCCATCCCGTTGCTTCTCTAAGGAGCAACTGCCGCCCGACAAGGGACCGTGAGGGCCAAAGTCACGACCTCGTCCTTGTTTTCATGACTGGGTAACGCCTGTAGAGGGGGACTGCCAACCCGGTGCAATAGTGCCTGGTGGATCTGCCGATCATTTATACGCGGCCTTCGAGCAGATGCTCTCTACAAATACAGGGGCTACCACCCTTGTGGGGTTGTCCATGCGTGAGTGTTCGTACCCGCCCGCTGTAAGCCGATCAATGCTGAAGGTAATAGCGCTCAGCACTATCGAAGGTCAGATGAGCCAACAGTATAACCACCTCTAAATCCCGCAGCTACCCCCCGGTTGGCTGATTCGGTAGCAAACGGTGCCAGGATGTTCGGTAGAGTTCCAGAAGGGGCCGCTTCTGTGTGCCCTGGCCTCATTCATTACCGATTCTCCACCCTGAAAACTCGACACTGCGCGTTGGCGGATGTGCGCCAACGTGAACGTCCCTATGTGGTCACACGAGG", "method": "ctrl_dna"}
|
| 57 |
+
{"id": "ctrldna_Ex_56", "cell_type": "Ex", "candidate_enhancer": "GTAGCAATCCATCAAAGGAATAAATTTTAAGTTGTCATCCGCATCCGGTCTATCGCAATGGGTTTAGGTCACCGTCGGGACCTTCTAGATCTGAAACCACACCGAGTGCTGTCTGGTGACATGGCCCCCTGGTGTCCCTCTCCCCCTGAGCGGAATCGAAGCGTTATTAATGATGAAAGCGCAGGACTGGTCGGTCAGGTGTCCAGAGTCCCTAGTTTTCACAACCGGATAGCATCCTGATATTGCTTAAACGCGTGGGTAGACTTCGACCAGGGGTAGGACGTAACGTTAGCAGATCCGCACACTGCGGGGACAGGATGCGGGCCAACTGGAGGGGTCGTCGGCAAAAGATCAGAGAGTGGAAGGGGCAAGTTCGCAACAATAAAAGAGATCTGCTGCCGATCTGAAGTCCTTCTTCTACTTTGAGCTCGGAGGTGTTCCAGGTGAGGTATAAGCTTATATGCAAGTCGGACGATCACACTTGGCCTATTTAAGGGGATTAAGCCGTCGGATAATAACATATTGCTAGCGAGTCTTTAGCGGCTTGTTGCTTTGTACATCCCCAGTATTGAGGAAGTTTCGAATAATAAGCGAAACTGC", "method": "ctrl_dna"}
|
| 58 |
+
{"id": "ctrldna_Ex_57", "cell_type": "Ex", "candidate_enhancer": "CGGAATATTGTAGTATGTCCAATCATCGATGTACACACAAATGACATACTACAGACAGCTTAACTCACCCCGCACGGTGATCGCTCGACATACAGGAACGGCTCTTCGCGAAGCTGGGGAGGCACGCGGGGTGTCGAATTCTAAATCATAGAAAGTCATAGGTATCGCGGGTCAGTCGAGGATCAAGCATAGCTACCGCCTATACGATGACATGACATGTCTGTCGGCGAGTTCACTCGCGGAGGTAACGCGCCCAACGGGGTGAAGCGGCCCCTGCTACCCCCACTTTGTCAACTCGTTCACGGCTCTGGCTCCCACATCCGGCCAACTATCAGGCATCATTTCCGCCCTAGACTCGCCTACGCAACGGAGCCTATGCAGGCCGGCCACCTGTCACCGCACCTCTAAAGGTCCTGGATCGTTTCTAAGTATGAACGGCCACTTAGAGACGTGGCCCGCTGTGCTGGTTCTGAAGGACGAAAGAGAAAGACAAACAGGTTTTCTGTCCCCTCTCAGCTGTCTCTAGCTCGATTCATCTCTCATTCTGGTATGGTTAGGTATGACTGATCTTGTCGGTTCTTCCGGACTCAGACGACGCCG", "method": "ctrl_dna"}
|
| 59 |
+
{"id": "ctrldna_Ex_58", "cell_type": "Ex", "candidate_enhancer": "CTAATGCACAACTAATGAGAGGTCGCCCTTATTGCACTTCGATCTCTGGAAAGTTCCTAGCTTTTGACAGTGCGTTGATTCGAGAGACTACAATCCACCAATGGATCGACGGTTCTTGTGACATGGTGACTGAGATAGCAATACAGTCCCGCGCAGGCAACGCAGTAGTGATAAGGGCGTTCGAGCGTAGGACGATTTATGCGCTGAGAAATACGTCGCGCTCGGTCATGCAGCGGGCGTGGAAGAAAAAAAAGCCCGCCACTCAACACCTCCGGGAGCGATAGGAAGACACCCCGCGCTATACCCGTGACCGCGTTTCCCCTCGGTTGCGTATCGGCGCTTTCAGCGGTACCATTTGTCGTAGATGGGGGGAGGCGCACCAGCGGTCTCCCCGCAAGGGGATCTAGTTCAAACACTTCCCACGCGAGGGCGAGAGAGAGGAGCGGGATCTGGGAGGGTTGCAGGGCTTAGTCTCATTCCCGTATTAGCATGATGACTTACTCATTCCGGAACGCCTCAGCGCAGTTCTTGCGCTATCTAAATCCAGGTAACAGATTGTTAAGGAGGGGCCACGGTCCCAGCGGTCCTATGATCCAGCTG", "method": "ctrl_dna"}
|
| 60 |
+
{"id": "ctrldna_Ex_59", "cell_type": "Ex", "candidate_enhancer": "CTNGTATAAGTAGGGTTGCCATCAGTGGCTTTCCTCCACAGACCTCGTCTAAAACGGGTATTAGGAGGGAACACTGTGCGTATGAGCCCCATAAATGATAACTTCGAAGACTGTGCTGGCAGAGTGGCGGTCTGTATCGCTTCGTCGGCCCGAGCCGAGTCCCAAATTATTTAGGGTGGGAGCTCGACTATACGGTTTGGGCGCACCACATCCGTCTGAAATCTGGCTTAAACCAGCCCAAGGACGACGTGGCCTTCCTATGAATCCCTGTCAGACCTCTCTAATAACCTAACACTCCGGGAAACTCGGCCCTATAGAGATCACCCTTTACGACCAAGCCGATAGGGAACGGTTGGAACTCTCGCAATCTAATTGGCCCGCGAGCGGCATATATCTCGTTCGAATCCGCGCCATGGGAAGCGACGCGGGACTCAGACATCCCTAGAATAACTATAAGCGACCTGCAATTCAAAGTTCCCCAGTCGGGTATTTGATTATATGTCTTTGACGCCGGTTACGAAATTATATCAGAGCTCATCCGTTGGATTCATGAGCATAGAGGCGCTATCGTGGGCGTCTTGCTGTAAAAATGACACGGAA", "method": "ctrl_dna"}
|
| 61 |
+
{"id": "ctrldna_Ex_60", "cell_type": "Ex", "candidate_enhancer": "GTTTATGCATAGTAGAAGACTACTGAAATAAAAATACGAAAAACGAACATCCATGCTTGATCCTATTTGAGATCCACGAACCTCGGAAAGTAGAGATTCTACTGATAGTCCGAAGCGAGGGGTTGTGATGACGAAACAGTATGTATTGCTCTCTGGGCCCGCATGGCCTGCTGCCCTACATTGTAGCGAACACTCACTAACCAACATAGATGACAGAAGGGTAGTAGCCACCCGCACCGCTTCGCCTGGGACGGATGTGTTCACAAGTAGCAGTGTCAACGTCGCTGGATTATGTGACCTGGCTTATCGGGCTTCAGTAATTACCTAGAAGATATGCGTCTTCAGGCACTGTCTAGACATGGCACCTGTTCGCTCCTGCTATCTATCTCGCGAAAGGGTCACCGGCCCATGGAGCGAGTGGGAATCGCATTGCCGTCTCAGAGCGTACTATTGTTTCCCGCATAGTGTTTCTTCCCCCGATACCCGGGCACACTTTGTGAGACTAATGGCGACGGGAATACGGAAAACCGGCAAGGAATTTAACTCCTCAAGTTGTGTAAATCCGAACAGCGTGTCTCGAAGAGCGGCGTCCCTGTTTCA", "method": "ctrl_dna"}
|
| 62 |
+
{"id": "ctrldna_Ex_61", "cell_type": "Ex", "candidate_enhancer": "TCGATAGTCCTTGAAAACTCATAACATTGTGGTCGACCCATCCGTACGGTGAAAGAGATTGCGATGTCGCGAGGCAGGCTATGTAGTGGGCGTGTAAGATCTTGCAACCATCTAGCGGCCCACGACAGGAATCTTATTGCAAGAACCGAACATCCCGTGGGCGGGCCCTCCAATAACGGCAAACACTAGGCACGTACTCGGCTCGGATAAAATTCAGGCGGCCTAGCGCGCGGTCGGATCATCCCTAGCACTGGACAGACCGACCGCCGACCAGTCAAGATGCAGTTCACTATCCGCAAACTGACAGGGTATCGCGGCGAGCACCCGCAAAAATACGGCCCCTCCCAGCAAATACGACTGCAGACCCTTCGGGGTTGTTGACCCGGAACGTGCGACAATGATGGCCAAGTACCTTGGTAATCGGACCGTTAGTCGTTCACCATTGTTGACCCCGGTGAGCCTACAGCTCTCCACACAATGCTTCGATCGAGCGGCCATTGTGTCATGAAGAGTCAGCCCAAGGGTACGCTCACTACATTGCTTATTCGTGACAACTGGCTCGGAAGCGACGAGCGTCAAGGCAGTTCTCGCTTACCTCCT", "method": "ctrl_dna"}
|
| 63 |
+
{"id": "ctrldna_Ex_62", "cell_type": "Ex", "candidate_enhancer": "ATNGGTTAGGTTTTCTCGGGTAAGGGTTGGTTCCGCTTTCTCTACCCCGTCAGTCAACGGCAGCATGGTTGGTCTTAGCAAAATCGCAGAACGCTGTCCCCGCGTGTTCGAGATTTCACTACACTCTCTGTCTGAAGTGAATCGTAACCCCCCGAAGTCTGGGACACACCGGTAGCGCAAATGGCTATTCTCCGCTAGGCACTTCTCCGCGTGGAGTTGCTCCAGGGAATGATTCCATCCCGGATGGAATTAGCGCATCGCCAAATTGTCGGCGCGGCCGCGCCTATAGGCTACACAAAGCAGTTACAGGCGTGGTCTCACGGGTGAACAAACGACGCGTCCGTTGACGTCATGTAGGGAGTCCGAACGTGTCGCGGACCTGCATAGCGCCGTTTCTCCCGACCCGGAGAGTAGTCAGTATGAGGAGTCTTCTCGCACAACGCTCAGGTTGGGCGAGGGGGAGTGATAGCCTTTGGGGTAGCGCCGCGCGAAGGACCGACGGAGATACAGGGGTAATCGGATGCGAAACCCCAGGGGAGGCGGGCCGTGAGGACATTTATACGGCCAGCCCACAAGCCCTAGCACGAAGACCTAGACACA", "method": "ctrl_dna"}
|
| 64 |
+
{"id": "ctrldna_Ex_63", "cell_type": "Ex", "candidate_enhancer": "CCACAGCGCCACAAGTCCGCCAGGGGGAAGGCCTTACACGCATAGGGGTTGTCGCAAGCTGCCCAAGAAACCTGCACAAGTCCGGACTGTTCGCACCAGAGACCTCTATGAGAATGTCACAACGGGCGACTAGCCGCTGGTTTAGCCGGAATAATCTCGATCGCTTAGCGTAAAGCCACCGTCCGACGTTAGCATAGCGTGCGTTGGACCACTTCATTACGTATGCTCCAAAGCAAAGGAGCCTAGCGATGGACCCCCGTTAGCACCAGAAGAATCATTGCCGACCCGTGGTGATTATGGCCGTTCAATCCCGCTCGTGCTGGTTTGGTCGGAGCCCGAGTCTGTAACACAGTCGTATTACTGTAAGCGCTCCCTCAATCCGGGTCGGACTCCTTCGGCCGTACAAGTAATACTACCCTGAGCTTCGGCTCCGTTCCGAGCGTCTACTGTCTCAGCAGAGAGAAGAATGACCAGACGTGTCGACAGGACAGCCGGGTATTCTTAGGAGTTGAAGTTTACTCAAGCGCGACCAATCGGCTAAAGGTGTGCTTCCACCAAACATACGCCTGTACGTCTATAGACTCCTGGTGCACGCGTTGA", "method": "ctrl_dna"}
|
Ex/training_log.jsonl
ADDED
|
@@ -0,0 +1,201 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"step": 1, "loss": 0.24794769287109375, "reward_mean": 0.27006205916404724, "constraint_violation_mean": 0.04830610007047653, "lambda_max": 0.002041485160589218, "lambda_mean": 0.0004830610123462975, "elapsed_s": 1.3}
|
| 2 |
+
{"step": 10, "loss": -2.8757095336914062, "reward_mean": 0.3701326847076416, "constraint_violation_mean": 0.076565220952034, "lambda_max": 0.012706233188509941, "lambda_mean": 0.0065213581547141075, "elapsed_s": 4.3}
|
| 3 |
+
{"step": 20, "loss": -7.652336120605469, "reward_mean": 0.3143810033798218, "constraint_violation_mean": 0.09023082256317139, "lambda_max": 0.024892443791031837, "lambda_mean": 0.01293183397501707, "elapsed_s": 7.7}
|
| 4 |
+
{"step": 30, "loss": -1.3450927734375, "reward_mean": 0.5093165636062622, "constraint_violation_mean": 0.012521371245384216, "lambda_max": 0.03260946646332741, "lambda_mean": 0.017685338854789734, "elapsed_s": 11.1}
|
| 5 |
+
{"step": 40, "loss": -16.925424575805664, "reward_mean": 0.329586923122406, "constraint_violation_mean": 0.11337839066982269, "lambda_max": 0.044246792793273926, "lambda_mean": 0.02468956634402275, "elapsed_s": 14.5}
|
| 6 |
+
{"step": 50, "loss": -2.1041793823242188, "reward_mean": 0.35260075330734253, "constraint_violation_mean": 0.01804058626294136, "lambda_max": 0.05890292674303055, "lambda_mean": 0.030635615810751915, "elapsed_s": 17.9}
|
| 7 |
+
{"step": 60, "loss": -25.695411682128906, "reward_mean": 0.5372868776321411, "constraint_violation_mean": 0.08572083711624146, "lambda_max": 0.07425572723150253, "lambda_mean": 0.03690401837229729, "elapsed_s": 21.1}
|
| 8 |
+
{"step": 70, "loss": -38.95429992675781, "reward_mean": 0.45914116501808167, "constraint_violation_mean": 0.1108405590057373, "lambda_max": 0.08202986419200897, "lambda_mean": 0.04340721294283867, "elapsed_s": 24.4}
|
| 9 |
+
{"step": 80, "loss": -22.30725860595703, "reward_mean": 0.2327205389738083, "constraint_violation_mean": 0.0507512167096138, "lambda_max": 0.0911531075835228, "lambda_mean": 0.05009910464286804, "elapsed_s": 27.6}
|
| 10 |
+
{"step": 90, "loss": -33.26729202270508, "reward_mean": 0.6354966163635254, "constraint_violation_mean": 0.0760289654135704, "lambda_max": 0.09864582866430283, "lambda_mean": 0.056670695543289185, "elapsed_s": 30.9}
|
| 11 |
+
{"step": 100, "loss": -65.36480712890625, "reward_mean": 0.31480008363723755, "constraint_violation_mean": 0.1483173817396164, "lambda_max": 0.11714933067560196, "lambda_mean": 0.06516221165657043, "elapsed_s": 34.3}
|
| 12 |
+
{"step": 110, "loss": -41.890743255615234, "reward_mean": 0.33664822578430176, "constraint_violation_mean": 0.07412774860858917, "lambda_max": 0.1344311386346817, "lambda_mean": 0.0734013244509697, "elapsed_s": 37.7}
|
| 13 |
+
{"step": 120, "loss": -42.273536682128906, "reward_mean": 0.38894808292388916, "constraint_violation_mean": 0.06390219926834106, "lambda_max": 0.14561791718006134, "lambda_mean": 0.0791630744934082, "elapsed_s": 41.1}
|
| 14 |
+
{"step": 130, "loss": -68.55471801757812, "reward_mean": 0.4952884316444397, "constraint_violation_mean": 0.09457089751958847, "lambda_max": 0.15687385201454163, "lambda_mean": 0.08555688709020615, "elapsed_s": 44.5}
|
| 15 |
+
{"step": 140, "loss": -53.516170501708984, "reward_mean": 0.4818379282951355, "constraint_violation_mean": 0.08373211324214935, "lambda_max": 0.16367420554161072, "lambda_mean": 0.09269367158412933, "elapsed_s": 47.9}
|
| 16 |
+
{"step": 150, "loss": -24.532989501953125, "reward_mean": 0.49754244089126587, "constraint_violation_mean": 0.04093162715435028, "lambda_max": 0.17446210980415344, "lambda_mean": 0.09666341543197632, "elapsed_s": 51.3}
|
| 17 |
+
{"step": 160, "loss": -10.065132141113281, "reward_mean": 0.44118374586105347, "constraint_violation_mean": 0.027053672820329666, "lambda_max": 0.1904052346944809, "lambda_mean": 0.10464787483215332, "elapsed_s": 54.7}
|
| 18 |
+
{"step": 170, "loss": -92.47772216796875, "reward_mean": 0.021186308935284615, "constraint_violation_mean": 0.1189400777220726, "lambda_max": 0.2040296494960785, "lambda_mean": 0.11242979764938354, "elapsed_s": 58.1}
|
| 19 |
+
{"step": 180, "loss": -40.69435119628906, "reward_mean": 0.47576236724853516, "constraint_violation_mean": 0.05895491689443588, "lambda_max": 0.21676531434059143, "lambda_mean": 0.11844739317893982, "elapsed_s": 61.6}
|
| 20 |
+
{"step": 190, "loss": -85.32754516601562, "reward_mean": 0.3752131164073944, "constraint_violation_mean": 0.10106800496578217, "lambda_max": 0.22668959200382233, "lambda_mean": 0.12519685924053192, "elapsed_s": 65.0}
|
| 21 |
+
{"step": 200, "loss": -83.78536987304688, "reward_mean": 0.5472197532653809, "constraint_violation_mean": 0.08858993649482727, "lambda_max": 0.23712709546089172, "lambda_mean": 0.13071435689926147, "elapsed_s": 68.4}
|
| 22 |
+
{"step": 210, "loss": -19.132225036621094, "reward_mean": 0.3774385154247284, "constraint_violation_mean": 0.017919983714818954, "lambda_max": 0.2510806918144226, "lambda_mean": 0.13710960745811462, "elapsed_s": 216.9}
|
| 23 |
+
{"step": 220, "loss": -77.33728790283203, "reward_mean": 0.505193293094635, "constraint_violation_mean": 0.0629744604229927, "lambda_max": 0.26387515664100647, "lambda_mean": 0.14377793669700623, "elapsed_s": 220.2}
|
| 24 |
+
{"step": 230, "loss": -49.18581771850586, "reward_mean": 0.684645414352417, "constraint_violation_mean": 0.040162794291973114, "lambda_max": 0.2719772756099701, "lambda_mean": 0.14957553148269653, "elapsed_s": 223.5}
|
| 25 |
+
{"step": 240, "loss": -9.552566528320312, "reward_mean": 0.5560455322265625, "constraint_violation_mean": 0.024069806560873985, "lambda_max": 0.2810738980770111, "lambda_mean": 0.15558555722236633, "elapsed_s": 226.3}
|
| 26 |
+
{"step": 250, "loss": -62.071144104003906, "reward_mean": 0.33478817343711853, "constraint_violation_mean": 0.05944026634097099, "lambda_max": 0.2879045307636261, "lambda_mean": 0.16246819496154785, "elapsed_s": 229.7}
|
| 27 |
+
{"step": 260, "loss": -103.5375747680664, "reward_mean": 0.3695208728313446, "constraint_violation_mean": 0.08644150197505951, "lambda_max": 0.2973065972328186, "lambda_mean": 0.17007267475128174, "elapsed_s": 233.1}
|
| 28 |
+
{"step": 270, "loss": -100.17020416259766, "reward_mean": 0.35950320959091187, "constraint_violation_mean": 0.08476239442825317, "lambda_max": 0.3104584515094757, "lambda_mean": 0.1756913661956787, "elapsed_s": 236.4}
|
| 29 |
+
{"step": 280, "loss": -11.857742309570312, "reward_mean": 0.42735159397125244, "constraint_violation_mean": 0.00819361861795187, "lambda_max": 0.3202953040599823, "lambda_mean": 0.18087176978588104, "elapsed_s": 239.7}
|
| 30 |
+
{"step": 290, "loss": -168.39175415039062, "reward_mean": 0.43431735038757324, "constraint_violation_mean": 0.1507006734609604, "lambda_max": 0.3401353359222412, "lambda_mean": 0.18895117938518524, "elapsed_s": 243.2}
|
| 31 |
+
{"step": 300, "loss": -41.61063003540039, "reward_mean": 0.27566981315612793, "constraint_violation_mean": 0.024602841585874557, "lambda_max": 0.3501749038696289, "lambda_mean": 0.19426791369915009, "elapsed_s": 246.2}
|
| 32 |
+
{"step": 310, "loss": -76.93303680419922, "reward_mean": 0.27751925587654114, "constraint_violation_mean": 0.07407572865486145, "lambda_max": 0.36187028884887695, "lambda_mean": 0.20011067390441895, "elapsed_s": 249.7}
|
| 33 |
+
{"step": 320, "loss": -125.82682800292969, "reward_mean": 0.6647937297821045, "constraint_violation_mean": 0.08632062375545502, "lambda_max": 0.37033650279045105, "lambda_mean": 0.20625263452529907, "elapsed_s": 253.1}
|
| 34 |
+
{"step": 330, "loss": -104.01618194580078, "reward_mean": 0.4957972764968872, "constraint_violation_mean": 0.057793840765953064, "lambda_max": 0.3811240792274475, "lambda_mean": 0.21126091480255127, "elapsed_s": 256.4}
|
| 35 |
+
{"step": 340, "loss": -52.3150634765625, "reward_mean": 0.5249555110931396, "constraint_violation_mean": 0.04170437157154083, "lambda_max": 0.38840872049331665, "lambda_mean": 0.21646344661712646, "elapsed_s": 259.7}
|
| 36 |
+
{"step": 350, "loss": -36.904544830322266, "reward_mean": 0.2800444960594177, "constraint_violation_mean": 0.022285327315330505, "lambda_max": 0.3975030779838562, "lambda_mean": 0.2213525027036667, "elapsed_s": 263.1}
|
| 37 |
+
{"step": 360, "loss": -40.581199645996094, "reward_mean": 0.7167036533355713, "constraint_violation_mean": 0.029325641691684723, "lambda_max": 0.4109242558479309, "lambda_mean": 0.22849810123443604, "elapsed_s": 266.5}
|
| 38 |
+
{"step": 370, "loss": -102.2987060546875, "reward_mean": 0.43863484263420105, "constraint_violation_mean": 0.059618473052978516, "lambda_max": 0.4216618537902832, "lambda_mean": 0.2361718714237213, "elapsed_s": 269.9}
|
| 39 |
+
{"step": 380, "loss": -208.03794860839844, "reward_mean": 0.34231942892074585, "constraint_violation_mean": 0.10614307224750519, "lambda_max": 0.4386199414730072, "lambda_mean": 0.2419387400150299, "elapsed_s": 273.2}
|
| 40 |
+
{"step": 390, "loss": -58.665069580078125, "reward_mean": 0.6580582857131958, "constraint_violation_mean": 0.033514998853206635, "lambda_max": 0.45241254568099976, "lambda_mean": 0.2480553388595581, "elapsed_s": 277.1}
|
| 41 |
+
{"step": 400, "loss": -90.00860595703125, "reward_mean": 0.5770363211631775, "constraint_violation_mean": 0.04291378706693649, "lambda_max": 0.46633678674697876, "lambda_mean": 0.2549644708633423, "elapsed_s": 280.5}
|
| 42 |
+
{"step": 410, "loss": -49.18059539794922, "reward_mean": 0.3065662384033203, "constraint_violation_mean": 0.04300350695848465, "lambda_max": 0.48013341426849365, "lambda_mean": 0.261928528547287, "elapsed_s": 371.3}
|
| 43 |
+
{"step": 420, "loss": -149.69436645507812, "reward_mean": 0.4348115921020508, "constraint_violation_mean": 0.09184853732585907, "lambda_max": 0.4915541410446167, "lambda_mean": 0.26834648847579956, "elapsed_s": 375.1}
|
| 44 |
+
{"step": 430, "loss": -177.00424194335938, "reward_mean": 0.38202041387557983, "constraint_violation_mean": 0.09455135464668274, "lambda_max": 0.4983079731464386, "lambda_mean": 0.27381980419158936, "elapsed_s": 378.5}
|
| 45 |
+
{"step": 440, "loss": -66.11199951171875, "reward_mean": 0.5935720205307007, "constraint_violation_mean": 0.04717396944761276, "lambda_max": 0.5051833987236023, "lambda_mean": 0.28051385283470154, "elapsed_s": 381.9}
|
| 46 |
+
{"step": 450, "loss": -152.13922119140625, "reward_mean": 0.2740861177444458, "constraint_violation_mean": 0.09346890449523926, "lambda_max": 0.5158295035362244, "lambda_mean": 0.28705379366874695, "elapsed_s": 385.3}
|
| 47 |
+
{"step": 460, "loss": -158.86358642578125, "reward_mean": 0.6124151945114136, "constraint_violation_mean": 0.07992947101593018, "lambda_max": 0.5279878973960876, "lambda_mean": 0.2922879159450531, "elapsed_s": 388.6}
|
| 48 |
+
{"step": 470, "loss": -189.59442138671875, "reward_mean": 0.34618809819221497, "constraint_violation_mean": 0.12420289218425751, "lambda_max": 0.5374855399131775, "lambda_mean": 0.29800665378570557, "elapsed_s": 391.8}
|
| 49 |
+
{"step": 480, "loss": -250.6407012939453, "reward_mean": 0.406902015209198, "constraint_violation_mean": 0.11217574775218964, "lambda_max": 0.5552209615707397, "lambda_mean": 0.30533427000045776, "elapsed_s": 395.2}
|
| 50 |
+
{"step": 490, "loss": -36.393646240234375, "reward_mean": 0.23744307458400726, "constraint_violation_mean": 0.016188787296414375, "lambda_max": 0.5677230358123779, "lambda_mean": 0.3118972182273865, "elapsed_s": 398.6}
|
| 51 |
+
{"step": 500, "loss": -196.19667053222656, "reward_mean": 0.736851155757904, "constraint_violation_mean": 0.07980120182037354, "lambda_max": 0.5841019749641418, "lambda_mean": 0.3189956545829773, "elapsed_s": 402.0}
|
| 52 |
+
{"step": 510, "loss": -10.850284576416016, "reward_mean": 0.5182720422744751, "constraint_violation_mean": 0.00622330978512764, "lambda_max": 0.5939292907714844, "lambda_mean": 0.32419657707214355, "elapsed_s": 405.7}
|
| 53 |
+
{"step": 520, "loss": -137.37588500976562, "reward_mean": 0.3268512785434723, "constraint_violation_mean": 0.07785990834236145, "lambda_max": 0.6037294864654541, "lambda_mean": 0.33138149976730347, "elapsed_s": 408.5}
|
| 54 |
+
{"step": 530, "loss": -132.86532592773438, "reward_mean": 0.3142734169960022, "constraint_violation_mean": 0.0446714423596859, "lambda_max": 0.6145911812782288, "lambda_mean": 0.3376119136810303, "elapsed_s": 411.1}
|
| 55 |
+
{"step": 540, "loss": -182.83676147460938, "reward_mean": 0.4548054337501526, "constraint_violation_mean": 0.07469174265861511, "lambda_max": 0.6285629272460938, "lambda_mean": 0.3437705934047699, "elapsed_s": 414.3}
|
| 56 |
+
{"step": 550, "loss": -201.07427978515625, "reward_mean": 0.21825279295444489, "constraint_violation_mean": 0.08209802955389023, "lambda_max": 0.6407418251037598, "lambda_mean": 0.3501909375190735, "elapsed_s": 417.5}
|
| 57 |
+
{"step": 560, "loss": -95.23309326171875, "reward_mean": 0.16702184081077576, "constraint_violation_mean": 0.04397071525454521, "lambda_max": 0.6564949750900269, "lambda_mean": 0.35695648193359375, "elapsed_s": 420.2}
|
| 58 |
+
{"step": 570, "loss": -102.80926513671875, "reward_mean": 0.8215085864067078, "constraint_violation_mean": 0.03352990746498108, "lambda_max": 0.6675836443901062, "lambda_mean": 0.36196884512901306, "elapsed_s": 422.7}
|
| 59 |
+
{"step": 580, "loss": -81.51836395263672, "reward_mean": 0.5654953122138977, "constraint_violation_mean": 0.03648032248020172, "lambda_max": 0.6750600337982178, "lambda_mean": 0.3663341701030731, "elapsed_s": 425.3}
|
| 60 |
+
{"step": 590, "loss": -217.10125732421875, "reward_mean": 0.4039927124977112, "constraint_violation_mean": 0.11501018702983856, "lambda_max": 0.6911608576774597, "lambda_mean": 0.3739834725856781, "elapsed_s": 427.9}
|
| 61 |
+
{"step": 600, "loss": -288.2206115722656, "reward_mean": 0.11689482629299164, "constraint_violation_mean": 0.11535131931304932, "lambda_max": 0.7037642002105713, "lambda_mean": 0.3806113600730896, "elapsed_s": 431.2}
|
| 62 |
+
{"step": 610, "loss": -62.46197509765625, "reward_mean": 0.615935206413269, "constraint_violation_mean": 0.03659079596400261, "lambda_max": 0.7159854769706726, "lambda_mean": 0.38565537333488464, "elapsed_s": 534.3}
|
| 63 |
+
{"step": 620, "loss": -1.6492347717285156, "reward_mean": 0.5221259593963623, "constraint_violation_mean": 0.0005852651665918529, "lambda_max": 0.727481484413147, "lambda_mean": 0.39023083448410034, "elapsed_s": 537.6}
|
| 64 |
+
{"step": 630, "loss": -128.51296997070312, "reward_mean": 0.7240412831306458, "constraint_violation_mean": 0.03504420071840286, "lambda_max": 0.7428357601165771, "lambda_mean": 0.3970802426338196, "elapsed_s": 541.0}
|
| 65 |
+
{"step": 640, "loss": -155.9811248779297, "reward_mean": 0.7544289827346802, "constraint_violation_mean": 0.06154898926615715, "lambda_max": 0.7522864937782288, "lambda_mean": 0.40304622054100037, "elapsed_s": 544.1}
|
| 66 |
+
{"step": 650, "loss": -202.085205078125, "reward_mean": 0.3012855648994446, "constraint_violation_mean": 0.0963912233710289, "lambda_max": 0.7616667747497559, "lambda_mean": 0.4089815020561218, "elapsed_s": 547.1}
|
| 67 |
+
{"step": 660, "loss": -399.2281799316406, "reward_mean": 0.5149492621421814, "constraint_violation_mean": 0.11240151524543762, "lambda_max": 0.782588541507721, "lambda_mean": 0.41675442457199097, "elapsed_s": 549.8}
|
| 68 |
+
{"step": 670, "loss": -171.9033966064453, "reward_mean": 0.45566338300704956, "constraint_violation_mean": 0.050471484661102295, "lambda_max": 0.7978159189224243, "lambda_mean": 0.4240739047527313, "elapsed_s": 552.4}
|
| 69 |
+
{"step": 680, "loss": -203.29302978515625, "reward_mean": 0.6039609909057617, "constraint_violation_mean": 0.055610768496990204, "lambda_max": 0.81251460313797, "lambda_mean": 0.43028879165649414, "elapsed_s": 555.0}
|
| 70 |
+
{"step": 690, "loss": -191.98971557617188, "reward_mean": 0.48814335465431213, "constraint_violation_mean": 0.07658424228429794, "lambda_max": 0.8248973488807678, "lambda_mean": 0.437758207321167, "elapsed_s": 557.6}
|
| 71 |
+
{"step": 700, "loss": -164.2381591796875, "reward_mean": 0.3793560862541199, "constraint_violation_mean": 0.03956712409853935, "lambda_max": 0.8366343975067139, "lambda_mean": 0.4428478181362152, "elapsed_s": 561.0}
|
| 72 |
+
{"step": 710, "loss": -234.91786193847656, "reward_mean": 0.41533195972442627, "constraint_violation_mean": 0.06408732384443283, "lambda_max": 0.8557499647140503, "lambda_mean": 0.4501199722290039, "elapsed_s": 563.8}
|
| 73 |
+
{"step": 720, "loss": -67.88909149169922, "reward_mean": 0.7480630874633789, "constraint_violation_mean": 0.02153627574443817, "lambda_max": 0.8671112060546875, "lambda_mean": 0.4552325904369354, "elapsed_s": 566.7}
|
| 74 |
+
{"step": 730, "loss": -269.4311218261719, "reward_mean": 0.3595369756221771, "constraint_violation_mean": 0.11469654738903046, "lambda_max": 0.8788083791732788, "lambda_mean": 0.46126770973205566, "elapsed_s": 569.4}
|
| 75 |
+
{"step": 740, "loss": -219.43304443359375, "reward_mean": 0.36873528361320496, "constraint_violation_mean": 0.055491313338279724, "lambda_max": 0.8915373682975769, "lambda_mean": 0.4671275019645691, "elapsed_s": 572.0}
|
| 76 |
+
{"step": 750, "loss": -453.20257568359375, "reward_mean": 0.3670045733451843, "constraint_violation_mean": 0.11742251366376877, "lambda_max": 0.9096410870552063, "lambda_mean": 0.4739280939102173, "elapsed_s": 574.7}
|
| 77 |
+
{"step": 760, "loss": -277.39361572265625, "reward_mean": 0.6769859790802002, "constraint_violation_mean": 0.060541536659002304, "lambda_max": 0.9244002103805542, "lambda_mean": 0.4812847077846527, "elapsed_s": 577.3}
|
| 78 |
+
{"step": 770, "loss": -342.45928955078125, "reward_mean": 0.2466064840555191, "constraint_violation_mean": 0.08965249359607697, "lambda_max": 0.9383530616760254, "lambda_mean": 0.48920267820358276, "elapsed_s": 580.0}
|
| 79 |
+
{"step": 780, "loss": -179.633544921875, "reward_mean": 0.48129498958587646, "constraint_violation_mean": 0.06680405139923096, "lambda_max": 0.9501786231994629, "lambda_mean": 0.4943431317806244, "elapsed_s": 582.8}
|
| 80 |
+
{"step": 790, "loss": -277.81475830078125, "reward_mean": 0.4808496832847595, "constraint_violation_mean": 0.07769223302602768, "lambda_max": 0.9634154438972473, "lambda_mean": 0.49986812472343445, "elapsed_s": 585.5}
|
| 81 |
+
{"step": 800, "loss": -94.04902648925781, "reward_mean": 0.6306745409965515, "constraint_violation_mean": 0.02671569213271141, "lambda_max": 0.9814528822898865, "lambda_mean": 0.5064617991447449, "elapsed_s": 588.1}
|
| 82 |
+
{"step": 810, "loss": -116.53939056396484, "reward_mean": 0.24903956055641174, "constraint_violation_mean": 0.05235199257731438, "lambda_max": 0.9960634708404541, "lambda_mean": 0.5117349624633789, "elapsed_s": 683.1}
|
| 83 |
+
{"step": 820, "loss": -210.23533630371094, "reward_mean": 0.5050442218780518, "constraint_violation_mean": 0.06454167515039444, "lambda_max": 1.010741949081421, "lambda_mean": 0.519105851650238, "elapsed_s": 685.8}
|
| 84 |
+
{"step": 830, "loss": -212.95608520507812, "reward_mean": 0.4211106300354004, "constraint_violation_mean": 0.04770408198237419, "lambda_max": 1.0276283025741577, "lambda_mean": 0.5261679887771606, "elapsed_s": 688.4}
|
| 85 |
+
{"step": 840, "loss": -228.63983154296875, "reward_mean": 0.5998259782791138, "constraint_violation_mean": 0.0671929270029068, "lambda_max": 1.0364662408828735, "lambda_mean": 0.5318896174430847, "elapsed_s": 691.2}
|
| 86 |
+
{"step": 850, "loss": -340.5173645019531, "reward_mean": 0.5828965902328491, "constraint_violation_mean": 0.09111379086971283, "lambda_max": 1.0475767850875854, "lambda_mean": 0.5373302698135376, "elapsed_s": 693.9}
|
| 87 |
+
{"step": 860, "loss": -90.40229797363281, "reward_mean": 0.41174089908599854, "constraint_violation_mean": 0.023450903594493866, "lambda_max": 1.0641225576400757, "lambda_mean": 0.5433257818222046, "elapsed_s": 696.7}
|
| 88 |
+
{"step": 870, "loss": -310.7121887207031, "reward_mean": 0.5662317872047424, "constraint_violation_mean": 0.06715458631515503, "lambda_max": 1.07830011844635, "lambda_mean": 0.5489080548286438, "elapsed_s": 699.4}
|
| 89 |
+
{"step": 880, "loss": -189.5824432373047, "reward_mean": 0.38727378845214844, "constraint_violation_mean": 0.04074444994330406, "lambda_max": 1.0906903743743896, "lambda_mean": 0.5546167492866516, "elapsed_s": 702.1}
|
| 90 |
+
{"step": 890, "loss": -246.19357299804688, "reward_mean": 0.3602869510650635, "constraint_violation_mean": 0.04704132303595543, "lambda_max": 1.1004672050476074, "lambda_mean": 0.5610821843147278, "elapsed_s": 704.7}
|
| 91 |
+
{"step": 900, "loss": -165.2686309814453, "reward_mean": 0.6012798547744751, "constraint_violation_mean": 0.03352990001440048, "lambda_max": 1.1130857467651367, "lambda_mean": 0.5663192272186279, "elapsed_s": 707.4}
|
| 92 |
+
{"step": 910, "loss": -366.69183349609375, "reward_mean": 0.7812249064445496, "constraint_violation_mean": 0.0704381912946701, "lambda_max": 1.127785563468933, "lambda_mean": 0.5717710256576538, "elapsed_s": 710.2}
|
| 93 |
+
{"step": 920, "loss": -153.5116729736328, "reward_mean": 0.36871927976608276, "constraint_violation_mean": 0.04826962947845459, "lambda_max": 1.133890986442566, "lambda_mean": 0.5781428217887878, "elapsed_s": 713.2}
|
| 94 |
+
{"step": 930, "loss": -477.09649658203125, "reward_mean": 0.5826340913772583, "constraint_violation_mean": 0.10191091150045395, "lambda_max": 1.148484468460083, "lambda_mean": 0.5855488777160645, "elapsed_s": 716.6}
|
| 95 |
+
{"step": 940, "loss": -252.19781494140625, "reward_mean": 0.5021780729293823, "constraint_violation_mean": 0.059283941984176636, "lambda_max": 1.1637637615203857, "lambda_mean": 0.5926926136016846, "elapsed_s": 720.0}
|
| 96 |
+
{"step": 950, "loss": -130.4202880859375, "reward_mean": 0.6821350455284119, "constraint_violation_mean": 0.02301260083913803, "lambda_max": 1.1721793413162231, "lambda_mean": 0.598290205001831, "elapsed_s": 723.4}
|
| 97 |
+
{"step": 960, "loss": -158.49850463867188, "reward_mean": 0.5529122352600098, "constraint_violation_mean": 0.03416891023516655, "lambda_max": 1.188048005104065, "lambda_mean": 0.6047519445419312, "elapsed_s": 726.9}
|
| 98 |
+
{"step": 970, "loss": -210.0608367919922, "reward_mean": 0.550596296787262, "constraint_violation_mean": 0.04732827469706535, "lambda_max": 1.2002379894256592, "lambda_mean": 0.6120212078094482, "elapsed_s": 730.0}
|
| 99 |
+
{"step": 980, "loss": -260.0503234863281, "reward_mean": 0.4880618155002594, "constraint_violation_mean": 0.057640910148620605, "lambda_max": 1.217423439025879, "lambda_mean": 0.6175892949104309, "elapsed_s": 733.4}
|
| 100 |
+
{"step": 990, "loss": -348.13848876953125, "reward_mean": 0.4518709182739258, "constraint_violation_mean": 0.06413565576076508, "lambda_max": 1.2344156503677368, "lambda_mean": 0.6243975162506104, "elapsed_s": 736.7}
|
| 101 |
+
{"step": 1000, "loss": -400.9736633300781, "reward_mean": 0.5985181331634521, "constraint_violation_mean": 0.07713989913463593, "lambda_max": 1.2480754852294922, "lambda_mean": 0.6309733986854553, "elapsed_s": 740.0}
|
| 102 |
+
{"step": 1010, "loss": -407.37310791015625, "reward_mean": 0.4536951780319214, "constraint_violation_mean": 0.09115197509527206, "lambda_max": 1.2603797912597656, "lambda_mean": 0.6377859115600586, "elapsed_s": 834.7}
|
| 103 |
+
{"step": 1020, "loss": -244.06777954101562, "reward_mean": 0.6143797636032104, "constraint_violation_mean": 0.061045534908771515, "lambda_max": 1.2661305665969849, "lambda_mean": 0.6419308185577393, "elapsed_s": 838.1}
|
| 104 |
+
{"step": 1030, "loss": -250.05111694335938, "reward_mean": 0.5188689231872559, "constraint_violation_mean": 0.06725160777568817, "lambda_max": 1.2815873622894287, "lambda_mean": 0.6494575142860413, "elapsed_s": 841.5}
|
| 105 |
+
{"step": 1040, "loss": -263.751708984375, "reward_mean": 0.6746461391448975, "constraint_violation_mean": 0.06000300869345665, "lambda_max": 1.2915215492248535, "lambda_mean": 0.6552941799163818, "elapsed_s": 844.4}
|
| 106 |
+
{"step": 1050, "loss": -190.51467895507812, "reward_mean": 0.2811443507671356, "constraint_violation_mean": 0.04641776904463768, "lambda_max": 1.3031928539276123, "lambda_mean": 0.6616625785827637, "elapsed_s": 847.6}
|
| 107 |
+
{"step": 1060, "loss": -559.0684204101562, "reward_mean": 0.43110978603363037, "constraint_violation_mean": 0.11169575154781342, "lambda_max": 1.3170747756958008, "lambda_mean": 0.6682205200195312, "elapsed_s": 850.9}
|
| 108 |
+
{"step": 1070, "loss": -275.2864990234375, "reward_mean": 0.4504500925540924, "constraint_violation_mean": 0.060519855469465256, "lambda_max": 1.3277530670166016, "lambda_mean": 0.6738662719726562, "elapsed_s": 854.3}
|
| 109 |
+
{"step": 1080, "loss": -344.27142333984375, "reward_mean": 0.38544002175331116, "constraint_violation_mean": 0.07170358300209045, "lambda_max": 1.3413958549499512, "lambda_mean": 0.6810440421104431, "elapsed_s": 857.5}
|
| 110 |
+
{"step": 1090, "loss": -195.52291870117188, "reward_mean": 0.4661950469017029, "constraint_violation_mean": 0.03348778560757637, "lambda_max": 1.3503496646881104, "lambda_mean": 0.6868292689323425, "elapsed_s": 860.8}
|
| 111 |
+
{"step": 1100, "loss": -357.6825866699219, "reward_mean": 0.6306078433990479, "constraint_violation_mean": 0.10089965909719467, "lambda_max": 1.360866904258728, "lambda_mean": 0.692558765411377, "elapsed_s": 864.2}
|
| 112 |
+
{"step": 1110, "loss": -178.341796875, "reward_mean": 0.38860344886779785, "constraint_violation_mean": 0.042355045676231384, "lambda_max": 1.3772631883621216, "lambda_mean": 0.6994829177856445, "elapsed_s": 867.6}
|
| 113 |
+
{"step": 1120, "loss": -545.814453125, "reward_mean": 0.5416287183761597, "constraint_violation_mean": 0.09790586680173874, "lambda_max": 1.3892817497253418, "lambda_mean": 0.7052578330039978, "elapsed_s": 870.9}
|
| 114 |
+
{"step": 1130, "loss": -96.41793060302734, "reward_mean": 0.2483457624912262, "constraint_violation_mean": 0.019450515508651733, "lambda_max": 1.399012565612793, "lambda_mean": 0.7100104093551636, "elapsed_s": 874.2}
|
| 115 |
+
{"step": 1140, "loss": -288.423095703125, "reward_mean": 0.4797292947769165, "constraint_violation_mean": 0.04122738540172577, "lambda_max": 1.4126440286636353, "lambda_mean": 0.7152488231658936, "elapsed_s": 877.6}
|
| 116 |
+
{"step": 1150, "loss": -100.14712524414062, "reward_mean": 0.5502891540527344, "constraint_violation_mean": 0.019037604331970215, "lambda_max": 1.4262324571609497, "lambda_mean": 0.7211952209472656, "elapsed_s": 880.9}
|
| 117 |
+
{"step": 1160, "loss": -539.3794555664062, "reward_mean": 0.5874420404434204, "constraint_violation_mean": 0.10366453975439072, "lambda_max": 1.4435564279556274, "lambda_mean": 0.7279428243637085, "elapsed_s": 884.3}
|
| 118 |
+
{"step": 1170, "loss": -650.8186645507812, "reward_mean": 0.3910392224788666, "constraint_violation_mean": 0.11535471677780151, "lambda_max": 1.4543195962905884, "lambda_mean": 0.7340794801712036, "elapsed_s": 887.1}
|
| 119 |
+
{"step": 1180, "loss": -202.8419189453125, "reward_mean": 0.7345516681671143, "constraint_violation_mean": 0.03519679233431816, "lambda_max": 1.4643971920013428, "lambda_mean": 0.7389838099479675, "elapsed_s": 890.3}
|
| 120 |
+
{"step": 1190, "loss": -289.52301025390625, "reward_mean": 0.7297788858413696, "constraint_violation_mean": 0.0503898523747921, "lambda_max": 1.4843242168426514, "lambda_mean": 0.7462395429611206, "elapsed_s": 893.8}
|
| 121 |
+
{"step": 1200, "loss": -103.40249633789062, "reward_mean": 0.4113197326660156, "constraint_violation_mean": 0.019198458641767502, "lambda_max": 1.501955509185791, "lambda_mean": 0.7522437572479248, "elapsed_s": 897.1}
|
| 122 |
+
{"step": 1210, "loss": -295.8349304199219, "reward_mean": 0.4947330951690674, "constraint_violation_mean": 0.05266674980521202, "lambda_max": 1.5166652202606201, "lambda_mean": 0.7593948245048523, "elapsed_s": 1007.9}
|
| 123 |
+
{"step": 1220, "loss": -436.6960144042969, "reward_mean": 0.5739830732345581, "constraint_violation_mean": 0.07631435245275497, "lambda_max": 1.5348538160324097, "lambda_mean": 0.7670881152153015, "elapsed_s": 1011.3}
|
| 124 |
+
{"step": 1230, "loss": -188.12271118164062, "reward_mean": 0.33565935492515564, "constraint_violation_mean": 0.03672679513692856, "lambda_max": 1.544250249862671, "lambda_mean": 0.7726260423660278, "elapsed_s": 1014.7}
|
| 125 |
+
{"step": 1240, "loss": -98.00874328613281, "reward_mean": 0.2625678777694702, "constraint_violation_mean": 0.023301832377910614, "lambda_max": 1.5528838634490967, "lambda_mean": 0.7772321701049805, "elapsed_s": 1018.1}
|
| 126 |
+
{"step": 1250, "loss": -303.1595153808594, "reward_mean": 0.7177398800849915, "constraint_violation_mean": 0.05052680894732475, "lambda_max": 1.5688058137893677, "lambda_mean": 0.7826300859451294, "elapsed_s": 1021.5}
|
| 127 |
+
{"step": 1260, "loss": -658.0781860351562, "reward_mean": 0.3625484108924866, "constraint_violation_mean": 0.1227564811706543, "lambda_max": 1.5828770399093628, "lambda_mean": 0.7896466255187988, "elapsed_s": 1024.9}
|
| 128 |
+
{"step": 1270, "loss": -494.260986328125, "reward_mean": 0.6214827299118042, "constraint_violation_mean": 0.0857667550444603, "lambda_max": 1.5977312326431274, "lambda_mean": 0.7970534563064575, "elapsed_s": 1028.3}
|
| 129 |
+
{"step": 1280, "loss": -680.8289794921875, "reward_mean": 0.382834255695343, "constraint_violation_mean": 0.12541349232196808, "lambda_max": 1.6140882968902588, "lambda_mean": 0.8044989109039307, "elapsed_s": 1031.7}
|
| 130 |
+
{"step": 1290, "loss": -286.91058349609375, "reward_mean": 0.34618279337882996, "constraint_violation_mean": 0.061717212200164795, "lambda_max": 1.6243683099746704, "lambda_mean": 0.8099678754806519, "elapsed_s": 1035.1}
|
| 131 |
+
{"step": 1300, "loss": -99.70475769042969, "reward_mean": 0.2571938931941986, "constraint_violation_mean": 0.021114103496074677, "lambda_max": 1.6341562271118164, "lambda_mean": 0.8143684267997742, "elapsed_s": 1038.7}
|
| 132 |
+
{"step": 1310, "loss": -238.6958465576172, "reward_mean": 0.39690107107162476, "constraint_violation_mean": 0.04319879040122032, "lambda_max": 1.643875241279602, "lambda_mean": 0.819758415222168, "elapsed_s": 1042.1}
|
| 133 |
+
{"step": 1320, "loss": -344.88507080078125, "reward_mean": 0.7010332345962524, "constraint_violation_mean": 0.041769854724407196, "lambda_max": 1.6675926446914673, "lambda_mean": 0.8276538848876953, "elapsed_s": 1045.5}
|
| 134 |
+
{"step": 1330, "loss": -425.71337890625, "reward_mean": 0.38430193066596985, "constraint_violation_mean": 0.069696344435215, "lambda_max": 1.6829583644866943, "lambda_mean": 0.833779513835907, "elapsed_s": 1048.9}
|
| 135 |
+
{"step": 1340, "loss": -399.29791259765625, "reward_mean": 0.47709253430366516, "constraint_violation_mean": 0.06208159029483795, "lambda_max": 1.6985340118408203, "lambda_mean": 0.8401944041252136, "elapsed_s": 1052.0}
|
| 136 |
+
{"step": 1350, "loss": -275.8585205078125, "reward_mean": 0.8310856223106384, "constraint_violation_mean": 0.0420219711959362, "lambda_max": 1.7152074575424194, "lambda_mean": 0.8470553159713745, "elapsed_s": 1054.7}
|
| 137 |
+
{"step": 1360, "loss": -309.8861083984375, "reward_mean": 0.9355392456054688, "constraint_violation_mean": 0.037326499819755554, "lambda_max": 1.7324663400650024, "lambda_mean": 0.8527541160583496, "elapsed_s": 1057.3}
|
| 138 |
+
{"step": 1370, "loss": -485.6287841796875, "reward_mean": 0.5894307494163513, "constraint_violation_mean": 0.05841710790991783, "lambda_max": 1.7504922151565552, "lambda_mean": 0.8579804301261902, "elapsed_s": 1059.9}
|
| 139 |
+
{"step": 1380, "loss": -403.78125, "reward_mean": 0.43509480357170105, "constraint_violation_mean": 0.0756680816411972, "lambda_max": 1.7577426433563232, "lambda_mean": 0.8633782863616943, "elapsed_s": 1062.6}
|
| 140 |
+
{"step": 1390, "loss": -214.66006469726562, "reward_mean": 0.9120972752571106, "constraint_violation_mean": 0.038025401532649994, "lambda_max": 1.7631030082702637, "lambda_mean": 0.8690358996391296, "elapsed_s": 1065.2}
|
| 141 |
+
{"step": 1400, "loss": -298.5353698730469, "reward_mean": 0.6518329381942749, "constraint_violation_mean": 0.06384347379207611, "lambda_max": 1.778989315032959, "lambda_mean": 0.8755213618278503, "elapsed_s": 1067.8}
|
| 142 |
+
{"step": 1410, "loss": -126.12629699707031, "reward_mean": 0.5345539450645447, "constraint_violation_mean": 0.018682509660720825, "lambda_max": 1.7868633270263672, "lambda_mean": 0.8818200826644897, "elapsed_s": 1163.1}
|
| 143 |
+
{"step": 1420, "loss": -382.7299499511719, "reward_mean": 0.43013864755630493, "constraint_violation_mean": 0.05850372835993767, "lambda_max": 1.8044394254684448, "lambda_mean": 0.8885984420776367, "elapsed_s": 1166.5}
|
| 144 |
+
{"step": 1430, "loss": -898.971923828125, "reward_mean": 0.3967369496822357, "constraint_violation_mean": 0.11618788540363312, "lambda_max": 1.8231549263000488, "lambda_mean": 0.8949384093284607, "elapsed_s": 1169.9}
|
| 145 |
+
{"step": 1440, "loss": -434.7674865722656, "reward_mean": 0.5422671437263489, "constraint_violation_mean": 0.07281245291233063, "lambda_max": 1.8383105993270874, "lambda_mean": 0.9018311500549316, "elapsed_s": 1173.4}
|
| 146 |
+
{"step": 1450, "loss": -197.90042114257812, "reward_mean": 0.3640936017036438, "constraint_violation_mean": 0.029495198279619217, "lambda_max": 1.8538609743118286, "lambda_mean": 0.9092320799827576, "elapsed_s": 1176.8}
|
| 147 |
+
{"step": 1460, "loss": -345.59466552734375, "reward_mean": 0.4687231779098511, "constraint_violation_mean": 0.06210681051015854, "lambda_max": 1.8652498722076416, "lambda_mean": 0.9157688021659851, "elapsed_s": 1180.2}
|
| 148 |
+
{"step": 1470, "loss": -241.34320068359375, "reward_mean": 0.4613773822784424, "constraint_violation_mean": 0.03996969014406204, "lambda_max": 1.8785603046417236, "lambda_mean": 0.9213783740997314, "elapsed_s": 1183.8}
|
| 149 |
+
{"step": 1480, "loss": -87.69900512695312, "reward_mean": 0.5845856666564941, "constraint_violation_mean": 0.009423363953828812, "lambda_max": 1.8908823728561401, "lambda_mean": 0.9265093207359314, "elapsed_s": 1187.2}
|
| 150 |
+
{"step": 1490, "loss": -685.8983154296875, "reward_mean": 0.5730276703834534, "constraint_violation_mean": 0.09252455830574036, "lambda_max": 1.9029895067214966, "lambda_mean": 0.9317066073417664, "elapsed_s": 1190.6}
|
| 151 |
+
{"step": 1500, "loss": -110.86272430419922, "reward_mean": 0.5267261266708374, "constraint_violation_mean": 0.017261512577533722, "lambda_max": 1.916083812713623, "lambda_mean": 0.9368617534637451, "elapsed_s": 1194.4}
|
| 152 |
+
{"step": 1510, "loss": -461.5135498046875, "reward_mean": 0.42970800399780273, "constraint_violation_mean": 0.0837806984782219, "lambda_max": 1.9284007549285889, "lambda_mean": 0.9429043531417847, "elapsed_s": 1197.8}
|
| 153 |
+
{"step": 1520, "loss": -293.20654296875, "reward_mean": 0.563270092010498, "constraint_violation_mean": 0.03643650561571121, "lambda_max": 1.9424793720245361, "lambda_mean": 0.9495835304260254, "elapsed_s": 1200.4}
|
| 154 |
+
{"step": 1530, "loss": -457.80340576171875, "reward_mean": 0.5142554044723511, "constraint_violation_mean": 0.08352240175008774, "lambda_max": 1.9605510234832764, "lambda_mean": 0.9566531181335449, "elapsed_s": 1203.0}
|
| 155 |
+
{"step": 1540, "loss": -253.65147399902344, "reward_mean": 0.39811012148857117, "constraint_violation_mean": 0.03641615808010101, "lambda_max": 1.9750676155090332, "lambda_mean": 0.96232670545578, "elapsed_s": 1205.6}
|
| 156 |
+
{"step": 1550, "loss": -730.158203125, "reward_mean": 0.711676836013794, "constraint_violation_mean": 0.14320361614227295, "lambda_max": 1.9835097789764404, "lambda_mean": 0.9676709175109863, "elapsed_s": 1208.2}
|
| 157 |
+
{"step": 1560, "loss": -521.6939086914062, "reward_mean": 0.5121944546699524, "constraint_violation_mean": 0.05421663820743561, "lambda_max": 1.9984130859375, "lambda_mean": 0.9750162959098816, "elapsed_s": 1210.8}
|
| 158 |
+
{"step": 1570, "loss": -451.93756103515625, "reward_mean": 0.5498110055923462, "constraint_violation_mean": 0.06597015261650085, "lambda_max": 2.0092451572418213, "lambda_mean": 0.9798364043235779, "elapsed_s": 1213.6}
|
| 159 |
+
{"step": 1580, "loss": -311.9653015136719, "reward_mean": 0.3655654788017273, "constraint_violation_mean": 0.0415407195687294, "lambda_max": 2.018911123275757, "lambda_mean": 0.985012412071228, "elapsed_s": 1217.0}
|
| 160 |
+
{"step": 1590, "loss": -490.01654052734375, "reward_mean": 0.47635459899902344, "constraint_violation_mean": 0.05821996554732323, "lambda_max": 2.0271172523498535, "lambda_mean": 0.9901909828186035, "elapsed_s": 1220.4}
|
| 161 |
+
{"step": 1600, "loss": -155.4119873046875, "reward_mean": 0.5013467669487, "constraint_violation_mean": 0.03866463527083397, "lambda_max": 2.0432369709014893, "lambda_mean": 0.9975255727767944, "elapsed_s": 1223.4}
|
| 162 |
+
{"step": 1610, "loss": -245.29855346679688, "reward_mean": 0.8007897138595581, "constraint_violation_mean": 0.0273287370800972, "lambda_max": 2.0576260089874268, "lambda_mean": 1.0044825077056885, "elapsed_s": 1321.4}
|
| 163 |
+
{"step": 1620, "loss": -628.990966796875, "reward_mean": 0.5822863578796387, "constraint_violation_mean": 0.11347835510969162, "lambda_max": 2.069300651550293, "lambda_mean": 1.008866310119629, "elapsed_s": 1324.8}
|
| 164 |
+
{"step": 1630, "loss": -328.6175231933594, "reward_mean": 0.25907766819000244, "constraint_violation_mean": 0.038880523294210434, "lambda_max": 2.084778308868408, "lambda_mean": 1.016223669052124, "elapsed_s": 1328.2}
|
| 165 |
+
{"step": 1640, "loss": -64.70136260986328, "reward_mean": 0.44776684045791626, "constraint_violation_mean": 0.010264234617352486, "lambda_max": 2.0935401916503906, "lambda_mean": 1.0209770202636719, "elapsed_s": 1331.6}
|
| 166 |
+
{"step": 1650, "loss": -132.0894012451172, "reward_mean": 0.5197587013244629, "constraint_violation_mean": 0.018146809190511703, "lambda_max": 2.108562707901001, "lambda_mean": 1.0282942056655884, "elapsed_s": 1335.0}
|
| 167 |
+
{"step": 1660, "loss": -277.0124816894531, "reward_mean": 0.3888740837574005, "constraint_violation_mean": 0.029782047495245934, "lambda_max": 2.128201961517334, "lambda_mean": 1.034809947013855, "elapsed_s": 1338.4}
|
| 168 |
+
{"step": 1670, "loss": -148.055419921875, "reward_mean": 0.35639655590057373, "constraint_violation_mean": 0.02332744561135769, "lambda_max": 2.138303518295288, "lambda_mean": 1.0401225090026855, "elapsed_s": 1341.6}
|
| 169 |
+
{"step": 1680, "loss": -746.6513061523438, "reward_mean": 0.6157684922218323, "constraint_violation_mean": 0.1022866815328598, "lambda_max": 2.151333808898926, "lambda_mean": 1.046340823173523, "elapsed_s": 1344.9}
|
| 170 |
+
{"step": 1690, "loss": -356.01678466796875, "reward_mean": 0.5663559436798096, "constraint_violation_mean": 0.05775792524218559, "lambda_max": 2.1665899753570557, "lambda_mean": 1.05304753780365, "elapsed_s": 1347.6}
|
| 171 |
+
{"step": 1700, "loss": -252.78126525878906, "reward_mean": 0.6372153162956238, "constraint_violation_mean": 0.023630080744624138, "lambda_max": 2.1792452335357666, "lambda_mean": 1.0596474409103394, "elapsed_s": 1350.3}
|
| 172 |
+
{"step": 1710, "loss": -854.280029296875, "reward_mean": 0.6712580323219299, "constraint_violation_mean": 0.10346748679876328, "lambda_max": 2.1926779747009277, "lambda_mean": 1.0664867162704468, "elapsed_s": 1353.0}
|
| 173 |
+
{"step": 1720, "loss": -218.6103515625, "reward_mean": 0.5926643013954163, "constraint_violation_mean": 0.035464391112327576, "lambda_max": 2.209156036376953, "lambda_mean": 1.074751853942871, "elapsed_s": 1355.5}
|
| 174 |
+
{"step": 1730, "loss": -632.4432373046875, "reward_mean": 0.4791814386844635, "constraint_violation_mean": 0.08595333993434906, "lambda_max": 2.2224316596984863, "lambda_mean": 1.080971598625183, "elapsed_s": 1358.2}
|
| 175 |
+
{"step": 1740, "loss": -451.57110595703125, "reward_mean": 0.6519924998283386, "constraint_violation_mean": 0.0440981462597847, "lambda_max": 2.2345352172851562, "lambda_mean": 1.087043285369873, "elapsed_s": 1360.8}
|
| 176 |
+
{"step": 1750, "loss": -527.3931884765625, "reward_mean": 0.5420575737953186, "constraint_violation_mean": 0.05120329558849335, "lambda_max": 2.247157335281372, "lambda_mean": 1.0932283401489258, "elapsed_s": 1363.4}
|
| 177 |
+
{"step": 1760, "loss": -742.1229248046875, "reward_mean": 0.4095579981803894, "constraint_violation_mean": 0.09508548676967621, "lambda_max": 2.268265962600708, "lambda_mean": 1.1010453701019287, "elapsed_s": 1365.9}
|
| 178 |
+
{"step": 1770, "loss": -280.22918701171875, "reward_mean": 0.6058245301246643, "constraint_violation_mean": 0.07112425565719604, "lambda_max": 2.2760465145111084, "lambda_mean": 1.1071743965148926, "elapsed_s": 1368.6}
|
| 179 |
+
{"step": 1780, "loss": -336.98724365234375, "reward_mean": 0.4867722988128662, "constraint_violation_mean": 0.0649302750825882, "lambda_max": 2.2857213020324707, "lambda_mean": 1.1121363639831543, "elapsed_s": 1371.2}
|
| 180 |
+
{"step": 1790, "loss": -920.1495361328125, "reward_mean": 0.4735058844089508, "constraint_violation_mean": 0.1045064777135849, "lambda_max": 2.3031203746795654, "lambda_mean": 1.1193479299545288, "elapsed_s": 1373.8}
|
| 181 |
+
{"step": 1800, "loss": -374.4263916015625, "reward_mean": 0.6498140096664429, "constraint_violation_mean": 0.03278912603855133, "lambda_max": 2.3166139125823975, "lambda_mean": 1.1246130466461182, "elapsed_s": 1376.4}
|
| 182 |
+
{"step": 1810, "loss": -1110.79541015625, "reward_mean": 0.5755244493484497, "constraint_violation_mean": 0.13430678844451904, "lambda_max": 2.328768014907837, "lambda_mean": 1.1305489540100098, "elapsed_s": 1511.3}
|
| 183 |
+
{"step": 1820, "loss": -508.84649658203125, "reward_mean": 0.6758325099945068, "constraint_violation_mean": 0.060049720108509064, "lambda_max": 2.342078447341919, "lambda_mean": 1.1359260082244873, "elapsed_s": 1514.4}
|
| 184 |
+
{"step": 1830, "loss": -107.083740234375, "reward_mean": 0.6094903349876404, "constraint_violation_mean": 0.0465850830078125, "lambda_max": 2.354924201965332, "lambda_mean": 1.1425533294677734, "elapsed_s": 1517.0}
|
| 185 |
+
{"step": 1840, "loss": -615.435791015625, "reward_mean": 0.3101491332054138, "constraint_violation_mean": 0.06880033016204834, "lambda_max": 2.3662915229797363, "lambda_mean": 1.1475179195404053, "elapsed_s": 1519.6}
|
| 186 |
+
{"step": 1850, "loss": -429.6845703125, "reward_mean": 0.7560858726501465, "constraint_violation_mean": 0.06175730377435684, "lambda_max": 2.3727359771728516, "lambda_mean": 1.1530096530914307, "elapsed_s": 1522.3}
|
| 187 |
+
{"step": 1860, "loss": -345.5110168457031, "reward_mean": 0.5612043142318726, "constraint_violation_mean": 0.03323664888739586, "lambda_max": 2.3831186294555664, "lambda_mean": 1.1586236953735352, "elapsed_s": 1524.9}
|
| 188 |
+
{"step": 1870, "loss": -397.71722412109375, "reward_mean": 0.44314131140708923, "constraint_violation_mean": 0.042078614234924316, "lambda_max": 2.394310474395752, "lambda_mean": 1.1628844738006592, "elapsed_s": 1527.5}
|
| 189 |
+
{"step": 1880, "loss": -952.776123046875, "reward_mean": 0.3542788624763489, "constraint_violation_mean": 0.12319676578044891, "lambda_max": 2.410158395767212, "lambda_mean": 1.1693201065063477, "elapsed_s": 1530.1}
|
| 190 |
+
{"step": 1890, "loss": -590.6365356445312, "reward_mean": 0.4416672885417938, "constraint_violation_mean": 0.08481386303901672, "lambda_max": 2.4262475967407227, "lambda_mean": 1.1763399839401245, "elapsed_s": 1532.7}
|
| 191 |
+
{"step": 1900, "loss": -379.30194091796875, "reward_mean": 0.6507545113563538, "constraint_violation_mean": 0.05856124684214592, "lambda_max": 2.4329049587249756, "lambda_mean": 1.1820759773254395, "elapsed_s": 1535.4}
|
| 192 |
+
{"step": 1910, "loss": -950.6219482421875, "reward_mean": 0.6437183618545532, "constraint_violation_mean": 0.09580227732658386, "lambda_max": 2.4429702758789062, "lambda_mean": 1.1880154609680176, "elapsed_s": 1538.0}
|
| 193 |
+
{"step": 1920, "loss": -434.01800537109375, "reward_mean": 0.6569510102272034, "constraint_violation_mean": 0.035729579627513885, "lambda_max": 2.458996534347534, "lambda_mean": 1.1946375370025635, "elapsed_s": 1540.6}
|
| 194 |
+
{"step": 1930, "loss": -377.8404541015625, "reward_mean": 0.5184612274169922, "constraint_violation_mean": 0.03695550933480263, "lambda_max": 2.4730169773101807, "lambda_mean": 1.200502634048462, "elapsed_s": 1543.3}
|
| 195 |
+
{"step": 1940, "loss": -344.57000732421875, "reward_mean": 0.6561195254325867, "constraint_violation_mean": 0.040531277656555176, "lambda_max": 2.4903640747070312, "lambda_mean": 1.2082231044769287, "elapsed_s": 1545.9}
|
| 196 |
+
{"step": 1950, "loss": -495.21624755859375, "reward_mean": 0.5668231844902039, "constraint_violation_mean": 0.06349062919616699, "lambda_max": 2.5027027130126953, "lambda_mean": 1.2136151790618896, "elapsed_s": 1548.6}
|
| 197 |
+
{"step": 1960, "loss": -222.21347045898438, "reward_mean": 0.709915280342102, "constraint_violation_mean": 0.01932985708117485, "lambda_max": 2.5209414958953857, "lambda_mean": 1.2203816175460815, "elapsed_s": 1551.2}
|
| 198 |
+
{"step": 1970, "loss": -569.4039306640625, "reward_mean": 0.6061978340148926, "constraint_violation_mean": 0.06341709196567535, "lambda_max": 2.5303332805633545, "lambda_mean": 1.2255347967147827, "elapsed_s": 1553.8}
|
| 199 |
+
{"step": 1980, "loss": -239.55592346191406, "reward_mean": 0.17791618406772614, "constraint_violation_mean": 0.04192513972520828, "lambda_max": 2.543506383895874, "lambda_mean": 1.2310627698898315, "elapsed_s": 1556.5}
|
| 200 |
+
{"step": 1990, "loss": -723.781494140625, "reward_mean": 0.48009419441223145, "constraint_violation_mean": 0.09524546563625336, "lambda_max": 2.5585851669311523, "lambda_mean": 1.2371655702590942, "elapsed_s": 1559.1}
|
| 201 |
+
{"step": 2000, "loss": -423.2176513671875, "reward_mean": 0.3353731632232666, "constraint_violation_mean": 0.046368055045604706, "lambda_max": 2.5666282176971436, "lambda_mean": 1.2425615787506104, "elapsed_s": 1561.8}
|
In/best.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d0961a1635c8711ec5bb2df502fdbebc9148c74c7101326dd903bab939984dd6
|
| 3 |
+
size 1317628621
|
In/metrics.json
ADDED
|
@@ -0,0 +1,170 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"basic_overall": {
|
| 3 |
+
"n": 64,
|
| 4 |
+
"parse_rate": 1.0,
|
| 5 |
+
"mean_pred_len": 600.0,
|
| 6 |
+
"mean_pred_gc": 0.42453124999999997,
|
| 7 |
+
"mean_gold_len": 500.0,
|
| 8 |
+
"mean_gold_gc": 0.6241875,
|
| 9 |
+
"mean_gc_abs_err": 0.20117708333333334,
|
| 10 |
+
"mean_length_ratio": 1.2
|
| 11 |
+
},
|
| 12 |
+
"basic_per_celltype": {
|
| 13 |
+
"In": {
|
| 14 |
+
"n": 64,
|
| 15 |
+
"parse_rate": 1.0,
|
| 16 |
+
"mean_pred_len": 600.0,
|
| 17 |
+
"mean_pred_gc": 0.42453124999999997
|
| 18 |
+
}
|
| 19 |
+
},
|
| 20 |
+
"sequence_validity": {
|
| 21 |
+
"mean_length": 600.0,
|
| 22 |
+
"max_length": 600.0,
|
| 23 |
+
"min_length": 600.0,
|
| 24 |
+
"mean_fraction_canonical": 0.9991406249999999,
|
| 25 |
+
"max_fraction_canonical": 1.0,
|
| 26 |
+
"min_fraction_canonical": 0.9966666666666667,
|
| 27 |
+
"mean_gc": 0.42453124999999997,
|
| 28 |
+
"max_gc": 0.4816666666666667,
|
| 29 |
+
"min_gc": 0.38166666666666665,
|
| 30 |
+
"mean_entropy_bits": 1.9802891725112426,
|
| 31 |
+
"max_entropy_bits": 1.9985226210909357,
|
| 32 |
+
"min_entropy_bits": 1.9586156197350832,
|
| 33 |
+
"mean_longest_homopolymer": 5.21875,
|
| 34 |
+
"max_longest_homopolymer": 7.0,
|
| 35 |
+
"min_longest_homopolymer": 4.0,
|
| 36 |
+
"mean_tandem_repeat_fraction": 0.020651041666666668,
|
| 37 |
+
"max_tandem_repeat_fraction": 0.065,
|
| 38 |
+
"min_tandem_repeat_fraction": 0.0
|
| 39 |
+
},
|
| 40 |
+
"sequence_validity_gold_reference": {
|
| 41 |
+
"mean_length": 500.0,
|
| 42 |
+
"max_length": 500.0,
|
| 43 |
+
"min_length": 500.0,
|
| 44 |
+
"mean_fraction_canonical": 1.0,
|
| 45 |
+
"max_fraction_canonical": 1.0,
|
| 46 |
+
"min_fraction_canonical": 1.0,
|
| 47 |
+
"mean_gc": 0.5223668571428571,
|
| 48 |
+
"max_gc": 0.896,
|
| 49 |
+
"min_gc": 0.276,
|
| 50 |
+
"mean_entropy_bits": 1.954767692123513,
|
| 51 |
+
"max_entropy_bits": 1.9999769166331194,
|
| 52 |
+
"min_entropy_bits": 1.4728614433169502,
|
| 53 |
+
"mean_longest_homopolymer": 7.143714285714286,
|
| 54 |
+
"max_longest_homopolymer": 42.0,
|
| 55 |
+
"min_longest_homopolymer": 3.0,
|
| 56 |
+
"mean_tandem_repeat_fraction": 0.04596485714285715,
|
| 57 |
+
"max_tandem_repeat_fraction": 0.512,
|
| 58 |
+
"min_tandem_repeat_fraction": 0.0
|
| 59 |
+
},
|
| 60 |
+
"fimo_leonine_js": {
|
| 61 |
+
"scanner": "fimo",
|
| 62 |
+
"motif_universe_size": 775,
|
| 63 |
+
"pvalue": 0.0001,
|
| 64 |
+
"heatmap": [
|
| 65 |
+
[
|
| 66 |
+
0.24144817961098786
|
| 67 |
+
]
|
| 68 |
+
],
|
| 69 |
+
"cell_types": [
|
| 70 |
+
"In"
|
| 71 |
+
],
|
| 72 |
+
"summary": {
|
| 73 |
+
"diag_mean": 0.24144817961098786,
|
| 74 |
+
"offdiag_mean": 0.0,
|
| 75 |
+
"specificity_ratio": 0.0,
|
| 76 |
+
"n_cell_types": 1
|
| 77 |
+
},
|
| 78 |
+
"frobenius_diff_vs_obs_self": Infinity
|
| 79 |
+
},
|
| 80 |
+
"fimo_ctrldna_motif_corr": {
|
| 81 |
+
"scanner": "fimo",
|
| 82 |
+
"per_cell": {
|
| 83 |
+
"In": {
|
| 84 |
+
"pearson_r": -0.22417532556997988,
|
| 85 |
+
"r_squared": 0.05025457659440647,
|
| 86 |
+
"slope": -0.6972630673534274,
|
| 87 |
+
"intercept": 0.0021900168611011968,
|
| 88 |
+
"n_motifs": 775
|
| 89 |
+
}
|
| 90 |
+
},
|
| 91 |
+
"summary": {
|
| 92 |
+
"mean_r_squared": 0.05025457659440647,
|
| 93 |
+
"min_r_squared": 0.05025457659440647,
|
| 94 |
+
"max_r_squared": 0.05025457659440647,
|
| 95 |
+
"n_cells": 1
|
| 96 |
+
}
|
| 97 |
+
},
|
| 98 |
+
"fimo_tf_program_specificity": {
|
| 99 |
+
"scanner": "fimo",
|
| 100 |
+
"per_cell_program_fraction": {
|
| 101 |
+
"In": 0.010582010582010581
|
| 102 |
+
},
|
| 103 |
+
"mean_program_fraction": 0.010582010582010581,
|
| 104 |
+
"random_baseline": 0.143,
|
| 105 |
+
"interpretation": "fraction of motif hits in each cell-type's generated enhancers that come from THAT cell type's known TF program (NEUROD/MEF2 for Ex, SPI1/IRF for Mic, etc.). 1/7 = random; higher = better cell-specificity."
|
| 106 |
+
},
|
| 107 |
+
"moods_leonine_js": {
|
| 108 |
+
"scanner": "moods",
|
| 109 |
+
"motif_universe_size": 720,
|
| 110 |
+
"pvalue": 0.0001,
|
| 111 |
+
"heatmap": [
|
| 112 |
+
[
|
| 113 |
+
0.2706742540492977
|
| 114 |
+
]
|
| 115 |
+
],
|
| 116 |
+
"cell_types": [
|
| 117 |
+
"In"
|
| 118 |
+
],
|
| 119 |
+
"summary": {
|
| 120 |
+
"diag_mean": 0.2706742540492977,
|
| 121 |
+
"offdiag_mean": 0.0,
|
| 122 |
+
"specificity_ratio": 0.0,
|
| 123 |
+
"n_cell_types": 1
|
| 124 |
+
},
|
| 125 |
+
"frobenius_diff_vs_obs_self": Infinity
|
| 126 |
+
},
|
| 127 |
+
"moods_ctrldna_motif_corr": {
|
| 128 |
+
"scanner": "moods",
|
| 129 |
+
"per_cell": {
|
| 130 |
+
"In": {
|
| 131 |
+
"pearson_r": -0.19452445805092197,
|
| 132 |
+
"r_squared": 0.0378397647800049,
|
| 133 |
+
"slope": -0.2410201553818191,
|
| 134 |
+
"intercept": 0.001723639104696971,
|
| 135 |
+
"n_motifs": 720
|
| 136 |
+
}
|
| 137 |
+
},
|
| 138 |
+
"summary": {
|
| 139 |
+
"mean_r_squared": 0.0378397647800049,
|
| 140 |
+
"min_r_squared": 0.0378397647800049,
|
| 141 |
+
"max_r_squared": 0.0378397647800049,
|
| 142 |
+
"n_cells": 1
|
| 143 |
+
}
|
| 144 |
+
},
|
| 145 |
+
"moods_tf_program_specificity": {
|
| 146 |
+
"scanner": "moods",
|
| 147 |
+
"per_cell_program_fraction": {
|
| 148 |
+
"In": 0.013826146475017112
|
| 149 |
+
},
|
| 150 |
+
"mean_program_fraction": 0.013826146475017112,
|
| 151 |
+
"random_baseline": 0.143,
|
| 152 |
+
"interpretation": "fraction of motif hits in each cell-type's generated enhancers that come from THAT cell type's known TF program (NEUROD/MEF2 for Ex, SPI1/IRF for Mic, etc.). 1/7 = random; higher = better cell-specificity."
|
| 153 |
+
},
|
| 154 |
+
"oracle": {
|
| 155 |
+
"oracle_type": "SeparateBinaryOracle",
|
| 156 |
+
"n_scored": 64,
|
| 157 |
+
"n_aligned_for_fid": 64,
|
| 158 |
+
"gen_argmax_accuracy": 0.15625,
|
| 159 |
+
"gen_on_target": -15.064256448764354,
|
| 160 |
+
"gen_off_target": -18.65809541940689,
|
| 161 |
+
"gen_specificity": 3.593838970642537,
|
| 162 |
+
"gold_argmax_accuracy": 0.984375,
|
| 163 |
+
"gold_specificity": 22.68414966762066,
|
| 164 |
+
"n_gold": 64.0,
|
| 165 |
+
"fid": 48.875845586905655,
|
| 166 |
+
"fid_per_cell": {
|
| 167 |
+
"In": 48.875845586905655
|
| 168 |
+
}
|
| 169 |
+
}
|
| 170 |
+
}
|
In/samples_generated.jsonl
ADDED
|
@@ -0,0 +1,64 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"id": "ctrldna_In_0", "cell_type": "In", "candidate_enhancer": "CGGACAAGAAACTAAACTGCCGATCAGAATCATACTCCGCACGAATTCAATGATATTGTTCTAAGCGGTACGAAGGAGATAGCTGAAGGTTGAACTAGCATCGGTTTCGCTGTACATAAGGCGACCTGTAAGTTTTGCTATACCAGACAGTTGTACCTTGCAACATGTTTATCAAAAGCGATTCACTTACTGTGAAACATTTCGCACGCCCGTGATATAGCGGATAATTGAAACAACTTGCCAGTTAGTTAATCAGTTCATTGATCCGGAATTGGCACAAAGTTTTAGAAAATGTAAATATTAAAGCCACTGTACTTAACTATGGCAAGTCGTTTGTATTTGATGTCGCAGAATTTCGATCTTCGAAAGTTTATAATGCTTTAGAAAGAGCGCTCGGCACGCAGAGGAAATTACCTACACCACCAGCTCCCGTCCCATTCCAGGTACATACTTATAGTAATATGAGGAATGCTTGCACAGATGTGGGGTATATGCATAGGAGCTAATAGCAGCCACCATATCGGTCGGACCGAAGTAATGAGGTCTAAAATCAGCAATTACAGGAGATTCGATCGCCACACACTGCCAACAAAGAAGACG", "method": "ctrl_dna"}
|
| 2 |
+
{"id": "ctrldna_In_1", "cell_type": "In", "candidate_enhancer": "CAGTAGTTCAATGTCACATCTATAGAAGTCTTAGGGATATCAGAAACCCGTTAGAAAACAATGCTAGGGCGGGCGTTAGCAAGTAGTTGTATGCCCCCAAGTCTTTTAATTTCATAGCCCATGCTTCTGCTGATTATGAAGGGCAACAATCTGTCTCAAAATAGATTTTCTGTACCTCTAATAGATAAATAATACGCCACTGGAGCGAGCAATGTATACTACGTCGAAGACCTACACGTCTAAAGGCCTCTAGTGCTAGTGTCTTATTCCTCCTGATTTCCAATAGACAGGACTTTGGATATATTTTTATATGGTGCATGAGAAAATTACCTTTCGTCTACAATTCAGAGCGCCCTTTCGTGTGAACGGGGAAAATAGCATATCGGAAACTGATCAAAATTAAGTACCGACACTGGAGTCGCTTCGTTACGCTTTCGAAACTACTAGATTACAAATCATCTATCAAGACTCAGAAGTGAAACGGCAGGACTGTACACTGGACTTTGTCCGGTATATTTATAACATCCCCCCATTCCAGCCTACCACAATACTGATGAATACCCTTAAATGTAAAAATCGGGGCGCCGCCAAAATTGCCCT", "method": "ctrl_dna"}
|
| 3 |
+
{"id": "ctrldna_In_2", "cell_type": "In", "candidate_enhancer": "TANGGGATAACAATCAGCGAAATAACCACAGAGAAAGTCACGTTGTTCCACTGAAGCCTTAAAATTCAGATAATGCACCAGTACTTAATCTCAGATACTTTGCAGTCTCTCTATTTAACTTTAGATACGGTGAGCCAAATAGGAACGCTAAGAATATCTCCAATATGGTACTCCAAGCCTGTTTGCGCAATATTCAAACCTTAATCACAAGCTCATAGCTACTCTCTACCATCATAGCTGTGTTTAGGTATGTCGCTCAGAAGTAGCGCGTCTCATAAATTGCTTATACGATCGACCTTATCTCATTTACACCACCAGGGTATTGTTATACTCGTATGAAGATTAGCTACCTCCAGTAGCCACCTATTCCTCGTAATAGGTCAAGTATGTGGAACGCCTGACCTAGATCGGCGTAGTCTGTTACTCGCACGGGCGCTGTTTGTTTTATCGAATAGAAATGACATGACCCTAGATGTGAGATTGCAGGCACCTTGGGGCAACGTAAGTGAATCCTGTATGTAATCCACGATAAACAACTGGCGACACGTTAAGTATTCTTGCGAGCCGATCGTCTTGGTGCCTGCACTTAGGTACTCACTA", "method": "ctrl_dna"}
|
| 4 |
+
{"id": "ctrldna_In_3", "cell_type": "In", "candidate_enhancer": "TGNATAACCAGGACAGTCGAATGATCTCTCCCTGGACCGGCCCCGATTTAATATGGATTATAATGCAAGGTGCATCATAATAGAGCATTTTTAAATACAATTCATCGGCCATCGGTCCCGGGACGAATCGCGATGTTAGAATGGTAGCCTTGAATCTGGAGTCTAGTGGCGAACATCGTCTAGAGCTAAACTACTTTCCGTTACTGATAATGCGTATTATTTGTTCTCAGTCGTATCTGTTCAAACTGCAATTTTTGTGTTTGTACCGACTCATGATGACACTATTGACATCTGTTAAGTGCGGCGATACGGACTATGTCGTGTACTGAAGAGCAAAGACCTGCCCACAGATGATCCAGGAAACGGGACATCAGGTAATTCCAACTCCCCACCTCGTCGTAGCTCAGGATATAATCAACAAATTCGTTTGCGGCAACACATTAATTGGGTAGGACGGTGCAGTCTTTCTGGTATGATATGCTATTAAACACTACTGTAAAAGGACGCTACCGTAGGGTTGGAAAGCTGGTTTGATCTTGACGGTCGAGAGTTGCTATTGCAGATCGTAAATTAATTTTGCCACTCGCTGAACAAAGCCTC", "method": "ctrl_dna"}
|
| 5 |
+
{"id": "ctrldna_In_4", "cell_type": "In", "candidate_enhancer": "GTGGAAGAACGTTCTGACATGGATAATCTGTAACTATGGCAAAGCCGTTTTCCATGCGTTTTGGAAATGTAGCGTGTCGATTGTATGACGCAATAATTTGATTCACTCCCATCGGACGACCAAGTGGCAGACGACTTCATTGAGTGAGTCCAAGGGTCATTAAGGCTTAATAACAAACTGATCCTGTAATTGATCCGTCTATGCATACCGGGTCTGAGGAATAGAGATGTCCTTCGTCACGACAACTTATATGCTACCATAATCCTATTTACGTTTTAACACAAGGGTGGCTCAAACGCATGTAGATACCAAGGTATCAGAAATTGGCAGGCTACTGACGATCGTAAGCAAACTTTGTATTTATATGTACAAATCCAGAGTTGCGGTGATATATAATTCACCGCTTGACGCAGTTTAACACTGCTTTAAATTCCGCCAAGTTGGAGACGTATGGACCTTCTGAGTGCAAGAATCAAAGTTACTAAGTTACGGGCATCATCCTGCCTACGTAAAACCCCTTAACAATCGAGTCCCTCTATCTACCTGTATTGATAACTCACATGAAAAGAATTTATACGACGGCTTTATAAACTTGGGTAA", "method": "ctrl_dna"}
|
| 6 |
+
{"id": "ctrldna_In_5", "cell_type": "In", "candidate_enhancer": "TAAACACCGACACTCTGGTTAGCCCACATGTAAGTTGATAGATATCCAACGGCTTAGTTACACGTACCTGAACACAACCTTTTACGGAATATTCGTGTTAGGTAATTTAGCGCGACATCATAGTTAAATTATACAGACCGTTCTTTGATAGTCACATCTTAGTTGTCTAATCACCATCTTAAAAGCATGTGGAAGTGATTGAAAGGTGCCTTAACTGAACCCTGAGTAGGTATGTTCGTGCCCAGTTTCTCGTGCGGAGGAAATCGTAGGACTTATACTCCAGTTCTTATGTGCAGCCACCAAGCACTCCAGGTCCCGTCTCGAAGAGAATTGTATGGTACGACTATGTGTCTATACTACCAATTTCAATGCACAACCATTACGTCTTCCTTGATGTTATCTCAAGTGCATGGTACTATTAGTATGCACGGTCCCAAACAAATACTGTAAATAATGAACAGACTGCACTACTCTAATGAACGAGGACATTCGTCTACTAGCACTGACCGAAATATACATCTGCTGAGTGGAGTTAGAATCTTTAGGAGTACATAGGGACTAGACGAGCCAGATGCGGCTTATTTGTCTTATAACTCCCAG", "method": "ctrl_dna"}
|
| 7 |
+
{"id": "ctrldna_In_6", "cell_type": "In", "candidate_enhancer": "ACGGGAAGACATACGAAAGCGACCTCTGTTGGCCTGTCTAACTCATCTACCACCGCATACCACACACAAAATCACAATGCAACCAGGAGGTTTACGCTGTGTCAATCCATGTTCCTTTCCTCTCAAATAAAGTATATTATTGGGTATTAACACATGAGGACGTATTTCAGAGTATGATAACACTTTTAAAGATCCCATCCTTTAAATTCTATCATTAAATTGAGCATTTTATGTATTTCAAATGGTAATATGTATAGAAGTCAATGATAACACACCGTGAATGATTCGTTCAATTAATTGTATTTACTCACGCATTCTTTGAGGCCAGACCGACAGTTTGACAAGTTATGTATCGCTTGGCTCCGTGCCTTTATTTGATGGTAAACGGGCCGACCATGCTACAGCAATGAGACACAACGAGTCTTTAGTAGCAACACCACTGCAATAAACGATAGGATAAAGCCCAGGTCCGGTGTACCACACGGCAGACATCTAATATTCGAACGGTGCCGACCGGCTGTCCTACGGCAGGGCCCTTTGCATAAAGCGATCATGAAACGCTATCTCCCTTTTAATTAAGGTTTTGGCTGTCGTGCCAAA", "method": "ctrl_dna"}
|
| 8 |
+
{"id": "ctrldna_In_7", "cell_type": "In", "candidate_enhancer": "TTCATTATGCTTCATACTATTACTATAGTTTTAAGTCTTGGAGGTAAATGTGTAATCCTAAGTAAGGAGCTACAACTCTTAAGCTTGATCTATCAGGATTACACACATTTGCCCGTAAGTTGTTTATGCCTTAATTCTACACAAGTTTTTAGGGCAGACGGATTGGGTTAGTTTTTCTATATTTCCACGCAGGGTCTGCATGAACTTGGTGTATGAGTTACCAAATTGCCTTGCCTGATTCCACTGGATCAATCCATTATTTGCACTTCCGGAGAACATGCTTATCATTATTATAAGCCTCTGGACACAACTTAACGTGGCTGGGAAAGATTACTGTTTACGTTTGGCAGTGCATCCAACATGCAAACTGCAAGACGGACAGCGGCCCCCCATACAAGATTTTACTGAAAACAGCTTCGCACATCAACGCCCAAGTACACTTGAATTTTTAATCGGCTACGTCTGATGGCACTCACCTCGTAGCGCCGGGCTCTGGCAACAGACCAATTCTTGTGACTAGTCTTGTGCACTAAACGGCTGATAGGGGCATCATTGCAGTAGAAGCGTCGCGAAAAATGACTCATGTTCAAATCTTTATAC", "method": "ctrl_dna"}
|
| 9 |
+
{"id": "ctrldna_In_8", "cell_type": "In", "candidate_enhancer": "CTCGGAATTATTCTACTTGAGGAAAAAATTATATTCCCTTCACAAGCCGGCTGCCAACAATATAGTACGAATTCGAACAGTAGCGAGAAAGGAGCACAGCAAGTAAGTAACTGCTTGCAATAGTGTGTAGAAAAGTCAGCGAATCCGTAACGGCGTTGCACAATATTATTATTAATAGTGGAATAGTAGAAATGATTGATTAAAGGCGCGGTGAACCTAAATGGTTCTATAACTATACAGGCGGTGGTGTTAATTGGAACCAAGTAATCGTCAACCGATCCCCCGATTCCTTCCGCGCCCTATCTTAGCTGAACATAAAGTTTAATAGCTGGCGGCATCCTATTGGTCGACTCTAGGAATGGCGCCAAGCTTCGTCTGTAACAACAACCTGGTTTCGCAAATGAGCCCCGACTATGGGCTACCTTATACCCCTAGAGTCCCGTAATGATCCTGTAGGGAGAGAAGAGACGGCCTTAGTTAACTGGTAGTTGCGATTTGTGCTCCCGCACTGGCTGGTACTGACAGTATGTTGACTCGCGGTCCTCTCATAACGGAGTGTCGTTAAATGTAATAATTAATTGGACTCGAGCAATCCGAGTC", "method": "ctrl_dna"}
|
| 10 |
+
{"id": "ctrldna_In_9", "cell_type": "In", "candidate_enhancer": "AGNAGCGCGGACGTCCTCTGTGACACTACGATATTGAAAATTATACTAGCCGCATTAAGGCCAGTGTCATGTGTCCCCAAACATCCCAGTCCAAGCCGCCCGAAACGATTAATATTACGGTGGACATTAAATAGACCCTCTATCGTATGACTATCTCAGAAGACCGAGATACAAATCTCTGAATAATTAATCACTAAACGAAGACACAGTCACATGTCACATAACTCTACGATATGTGTCTTATGAAAGGGAAAACCCGTTACTTATAGGCATATGATAATATTGTTAGAGCACGGTAAGCCATATGTCTCCCATTGATTCCAATAACATGGTCACGCGGCATCGTGCCTGACTTTAGAATCGATCACAGCTTAGTATTTCGTATTACTGCTGCATGTAGGTCACTTGCCTTACATCATCCCACGCTCCAAATATTACATCTGATTTGCACCGAGAAGTCTAATGGTTCAACTTACATGAGCTATCGAGAGTTGGGAGTTTTAATCTAAGGTAATGTAGTATAACACCCCGTCATACCTAAAAATCTGCCCGGAGACATTCAAATATAGGGACTTTAACATTAGGTACGTGTTCTATTTT", "method": "ctrl_dna"}
|
| 11 |
+
{"id": "ctrldna_In_10", "cell_type": "In", "candidate_enhancer": "ACACTTACGATAATACATATTAGTCGGATCTAAGCGTATGTCGCGCGCGTCCCCAGTACCTCAAGTGTAGCTCACAATATAGAATATCAAATCTTATAGTAAGCTCGATTATATACCCACAATTTTGCCATTAACATTTACTTAGAGCATAGTCATATTAATTCTCAGTTCTCACAAAACGTAGTCTTCGTAAGATCATTCACCATATGTAACCATGAAGGAGTCGAAGGCGATGATGCATCCGTTTTTAATTTGCCTGAATGAGCCTACTCTTGCATCAGCCGTAAGGAAATCAAATGACGAACAACGGTATTAGACCGCCCGACACCTAATTTTCGGGACTCTAGTTACGTAGAACTAACGTAGACCTAGACGGAATGCAAACACAACACTTGGATATGTCCATAAAACGCGTTTATCTTAAGTCGCGTGCGAGCCATTCATCGGTGTGGCCCCTATAGACCGAAGGCACGTGAGAAAAAATAGGGAGTCCTGTGCCTATGGTGTAACAGATCGTATTCAGTTCACTATACCACTTATTGTGATCTAAGTTGGTCAACACCACTTAAAGTTTTCTACAATCCGCCGGGCCAACTGTTT", "method": "ctrl_dna"}
|
| 12 |
+
{"id": "ctrldna_In_11", "cell_type": "In", "candidate_enhancer": "CANCATTGATAATGATGCGCCCCGTTTGAGTAAGACTGTGGCCTAGATTATTGCACGTCAGTCCCTTTATATAATAACGGTTCAGTTTGATACAGCGCCATAACTAGGCTTAACAAACTCTACTCGGGGGCTAATTATTCTGCATTCACCGGCATCGATTTCAAGTATAGCTACTAGCACAGGGTTTTAATTGCCCTCTGCCTCAAACTTACTTATAATTCCTTTAGGCTAGGGATATAACCGCGGCATACATATCGTTCCTATATAGCAGATTAGATCGTAAGGGTACTCGTAGTTACTTTATACAGTCGTGATAAGATCCGATCGGTTTTAAATAACTGGTTCTTTTAAATGCTTACATTATCAAACACCTCGAGCAGCCATCCTGTTGGCTACCCATGTCATACCCCCGCATAAGCTCATGTTATTTTACCAATCATTATTCTCGCGATCGCCTTTTTCGAGGCAACATTGGGGGTTATAATGCTTTATGTCTGGAGCGCAGTATACTCGAAAGAGTTTTCAGGCTAATGCCAGCCTAAAGTAAGGCATTGGGGAGGTCTGATCACATTTGTCCACAAGAATATGAGACTACGTTCG", "method": "ctrl_dna"}
|
| 13 |
+
{"id": "ctrldna_In_12", "cell_type": "In", "candidate_enhancer": "ATNNATTTGATTAACCTCACCCGCGCTGTTGGTAGCGCAAATCGTATGATGAAGGTTTGTTGATCGCTAAAAGAAAATCTAAAGGATTGCCAGGTTCGTTTTTTAGGTTCGAAGATCTTGATACCCCACGCCGGTTTGACTGTTCTCGGTGGGGATTTTGATATGAGACTTCTACCATAGACACCGCGCATACCGAAGCAATCACGATTTGATGGATGGCCATTAGCAGGCATTAGCCAGCACGCACCAATATTTGATGAAAGAGTGTTCAGACCTACAGGGGGAGTACAAACGGGTATGCGTCCTATGAGATCTATTCTCTTAGATTTAATGGAGCTTCATTACTTGTTTCTAATGATTGAGGCGAAGACTATTAAGCGGTAAGTGCGTTTATTGACAACCTTATAAGCGAACACCATCCATCACTTATAAGATGTTGAGCGTGACAATCCCCATCTGGCCTTTATGCAGATTGCGGTCTAACGGACACGACGCGTCCCCGCGGTCATATGCCCTTAGGAGGTAATTTTACAAGTGGCCATTGTTACCGGGCACGTTAACGTGGAGGTAAATCTAGGCGATCTCTTTGAAAATAGATTA", "method": "ctrl_dna"}
|
| 14 |
+
{"id": "ctrldna_In_13", "cell_type": "In", "candidate_enhancer": "ATATTAGGACTGTCTACCAGAACGTATCCATGGTGATTATAAAAATATCTATAGGAGTATTCGACCACAGACCATGAGTTCACGTAATTTCGCAGATTCGGAAGGATCAAGACGCCCGATAATCGTAGGCCGAGCCACCGTGACTACAGAAGATCGTTGTTTAACAGGTCTACCAATGACGATTTCTGACAACAGGGCAACGCCTCGTCTTGCTAGGATAGGAGCAAACTCATATATTCTGTTTGGACCACATTCTGGAACTTTTGTAAAGTTTCTCCCTCGTGGCGATTGATCTACTCCCATCATAATCTCGAGATCCACGTAATGTTTTCACATACAGTTCTCTTGATCTTTTTCATCTCATACTCTTTCATCTTGTTCAACGAGTCGTTTTGAACCCTGTGCCGGTTGTATGTTGAGTCGTCATACAATCGTAAGCACGCACCACCCGATCTGTCGCGAAACCTTTGCGAGACCGGATAAAATCTAGCTATAAGCAATACGAGGTTAGCACGTGCAGTGTCAAAATTCCCGCCTGGGGATTGCACAAGGGCTGATAAGATAAAATTGGCATGATTATGTGGTCAGGTCCACGCAGTC", "method": "ctrl_dna"}
|
| 15 |
+
{"id": "ctrldna_In_14", "cell_type": "In", "candidate_enhancer": "AAAACTACGTTAGCCCTCTAAATACAACCTCAAGCGGTGTACTGCTAGCTGACCTGGTGTCAAGATTTGATCCAATGGCACGATTTTTGATTAGGTATGAGTGGAGAGGAATGTGATATGCCCTCCTTTGTTGGCTGCTCACAACGCACGAATAGTGCTACGCATCTTGACGAACTGTGCAAATTATTTTAGTCCCAAAGTCGCAAGCATGAATGGCTTTTTCCCGATCACGACGAGGCGTTAAGACTTTACTTTAAGATGTAACTTTTAATGCATGACGACCTCGATAAGCAGCCTTCCCCCAGATCCTACTTTGAAAGCTCTTTCTTGCTACTCTAGCTAAAAAGACGCATCCACGTGAGCTCAATCCTACAGTTAATTGGACACTGGTTTAAAGTTTTAGATTGTTACGCGCCTTAATTGGACTAAGTCGGTAAATTAAGCCCCCAGTATCATATCTCCTCAAATAGAGGCCCCTCAATCTATCGTTACCCTATGTGAGCCGACTTTTCAGGATATTACCGACGTGAGTACCCGGTACTAGTATTTCGGTTGTTGCTTTCCAGGAGCTTGGCAAACAGCGGGGGCTACCCACTAATA", "method": "ctrl_dna"}
|
| 16 |
+
{"id": "ctrldna_In_15", "cell_type": "In", "candidate_enhancer": "AGGAGATGTTAATTGACCTCATTTATAGACCCGCTAAAATCTTGAATGCGATTCTTTCCAAATCTACTAATCACATATAACAAACGAACCGACATACGCGTCGATACTAATCTGAGGGGATGGTACCCGCTTATTTCTAGTTGATAGTCACCTTGATTACGTTCCTAGGAATCACTATCTGTACGTTTATCTCGACTAAAACTTTAAAGATTTGTAACCTAGTAGAAGGACTCCACGAAAGTATAATCCCATCTCACGGATAGTTTTCCGGGGCCCAATTGTACTGGAATATTTACAGTTATACGCGAATGTTCATGCAATGTGATGTCATCGCAACTACTCGTAATACCCGCGTTAATAGGCGGACGAAAGACTGTGTAAACTTTAATAATTGCGTGTACGACCCCTATATGATGAATACAGCTTCTCCGTCTTTTCGCAGTGCGGGATACGTTCGATCTCTTAGGGTAGACCTGGACCCCAGTACATGACTTCGGCACAGCAACAGCGTATTGACAAGGCTTGCAATGAAGCGACAACATTCGGTCGTTATGTTAGCACGGGTGATGTATCTATTAGTGTTTCATGACTTTGCAATAA", "method": "ctrl_dna"}
|
| 17 |
+
{"id": "ctrldna_In_16", "cell_type": "In", "candidate_enhancer": "CCNNGCAAATACTAATAGTACGTGTCGGTCACAGCTAGAATTCGCTGGCGAATGTTCTTGCTGATGAAAAAAATACTTCTCTACTTCATTCCTCTTACTCATATCAAATGTGGTGAACCAACGGGTAAGCGAGATTTAGAGTCATTAAATAATACAGTTATTAAATAGAACGACAAAGGACGTTGGCACTCTTATTAGCTGGCCTCCATTAGCGTGTTACTAAAGGAGGAATCTACATGAGTTCACAGGCTACTACGGGAGTTTCACATTGAGCCTCGGTATAGATGGCCAGAACCATGCGCTTATCCCTAACATCTGTATTCGAATTCCACTGTGTAAAAATACCTTTCTTGGGTGTTTCTTTTCTTAGGCATCCTCCCGAATGGAGGTGTATATTTGTATGGGGCTGTCTACGCGTTCAGATCGGCGTATTTTAACGTTGCATTTAGGGCGTGCAGAATGTCAGCATTCGGGGACACTGTAAGCATATTAGTTACGTTCCGAGGGAATAATACAGTTTCCATTACATTCTTAACATCCGCATGATGAATTGGTCATTTGATCCGAAGTGTTCAATACAAAGCAGAACTCGGAATTAAC", "method": "ctrl_dna"}
|
| 18 |
+
{"id": "ctrldna_In_17", "cell_type": "In", "candidate_enhancer": "TGNGGCACTCTGGGGTCATGCCTAAACGTATAGTTGTCATAAGAACCGACATCTCACATCCCGGAGTAGGATCTGACGAAATGCCGCAAATATCCTATAATTGATATGCCGATAGGTATATCCCAACATCTCTCGTTGGATAGAGATTGTTAATACTAAATCTGTCAGACGCAAACACGGCCGGAACCAATGCGACTCAGTATGATGTGTAGCCAATGTCACGCCATAGAATTCCTTTATCCAGGTCTATCGTCTGCATCTATACAACTAAGGGGAAAATGTAGAAGCAATGAACTATAATACTATTTCGAAGCTAGACAGTCGGGGGTCATAAGTTCGTATATCGAAATCTTCCACGTCCTGCGTTATAGATTTCTAGAACTCTCATCGAGCCCTTTTAGTTTTCAATGCGATGAATATAACGTTATTCCCCCGCGTATTTACCGTATCCTCACGGGCTTAAACGATGCCACGAACGACGCCGTGTCCAATCCGTATTTTTTGCGGCATAAATGCACCGGTCGTAGTGTTACTAGGTGATGCGCTGCACCTTTTGAGTCAGCCGCGCGGGCTAACGGTAGCCTACCTGTCCTTAATAGT", "method": "ctrl_dna"}
|
| 19 |
+
{"id": "ctrldna_In_18", "cell_type": "In", "candidate_enhancer": "TTNAACTAATAGGTTTATGGAGCAAAGCAATTATAACTGTGGGAATAGCTCTAACGACAATAGTTTTCCCCAGAATTGTACGTTTCCTCCGATAAGACTAAATCTTCAGATTAAGGTCATATGCAAAATGTCTCGATGCCTTCGCAAGTCCACGTAGATTTGCTGCAGTATACAATCAATTGCCCTCCGGTGCTTTACCGAAGCCCAGTATATCGCAATTGTCACAGGGATGCGCTCGCATACTGCAATAGATCGGCTTTCTTACGAATCAAATCAGAAATGAGAATATCAAGTAGGACTAGCCGAATGTAGGCTCCAGGCGTTTACTATTTGGGGTCCTACTACCTCATGATTAAGCGTCAAGAACAGACAAAGCATTCAATACATATTGCCTATTGTAACACAACGTACTGATCGAAACCCAATTCAGGTCCATCTCTGATATAGTGCATGCGCCGTCATATCCGGGAACTCTAAACGCGGTAGCGAATGAATACTTACGCAATTATAGTCTTCAGAGTTTCTCATACCCTACAGAAGCGTACAAAGGTGTCGACGTAATAATGTCAATAACGGCTCGTACTTAAGAGTGTGAATCTG", "method": "ctrl_dna"}
|
| 20 |
+
{"id": "ctrldna_In_19", "cell_type": "In", "candidate_enhancer": "GATTATTGGATTACTTGCTCTGATGCACTTGGCGGGTACAACACACGATATCCCAAGGACAGTGTATTGGGCTTAAGCCCTCTAAGTTCATCGTTAAATCACTATTCCGTTTGCGACTTCGTACATTAAAATTACGGATAGGTGTGTCCTGCGATCTTCACCGCACCGTGTTAGCCTCCTCTTTTAATTGTGTTCGAGTTACCTCTTACGTTCAACATGTTGTTTCACCTATCCTATGATACACCACACCTACGCATAAGACATCAGGTTGTCACTATCTACTTTATCAGTGCTATTCTATAACCTACCTACATAGCCTCTCAGACTCAAGGAGTATAGATTGCCCGGAAATCTGTGGAAAATAAGAGGAAACTCACGTACGACTCGTGACACGAAACGTGTAATATGGCCTGTTATAACTTCTGAATTTATGGGTTCAGAATTCAATCTAATGTACATATCACATAGAGATCGGAGCTTTCGTTGTGTCTCAATCGATGTGGACATTAAGATCGTTTCGGCTGTCAAATGAGACACCGTCTGAAAGATTGTCCAGCAATTCACATGTCAACTATCAACACGTCTAATGGATAAGGATAA", "method": "ctrl_dna"}
|
| 21 |
+
{"id": "ctrldna_In_20", "cell_type": "In", "candidate_enhancer": "TTGNGGCATGCCAACTCCATTTCGTGGAACATACCTATTGCCTCGTATCCTGTTCTCTTCGAGCTTAATAACAGTGACGCGTAGCTGAGCAGGCATATATTGTCGACCGCGGATCAAGACGTATGGGAAGCCATTTTAACTACTAAGCCACAACATATCGTTAGCTAACGATCTGGTGTTGAAAATACGTTTTATAGGGGTTGCAGAGGATTGAATGTGGCGGTATTGACGTGATCCATTGCATTAAGGTCGTTAGGGCTCAGCGTTAGTATTGTCTTAGTACACCCAGAATGGAGGGACGATACAGGCCAATTTTTCGTTGTGACCATATCAAAGATATTCCGTATGTACACTACATAGCTACTCCATTTCAAAAGATTACAGGGAAAAGATGTGACCTGTTTGGCTCCTGTTACATTTCTACGTCAGGTCTCAAATACCCACCTTTTATTTCCCAGGTGGGTTGGTACGGCTAAGAAGTTTAGGTACCCTCACATTCTCATTGCAAAGCTTTTCCGAATATCTTCCCGATTGAAAAGCTTCGCTGATTAGGTCCAAATGAAAGTGATGGGTTGCTTTAGTTATCAAGAACGAGTAGCG", "method": "ctrl_dna"}
|
| 22 |
+
{"id": "ctrldna_In_21", "cell_type": "In", "candidate_enhancer": "CAGNGCTAAGGCATTATGACTTCGGGAGGATCAAGTAGCATATGAGAGGTACTCAGGTGGTAAGGACATGTGATTAGAAGTCCATATCCAGGTAAGGTTGGAAGGTCACCTAGGGTTATCTAGCAATCAAGTTCACAATTTTGACCAAACAAAGGAAATAGTCGAAGAAATACCTTCTTAACCGTTTCATAAAGAAGATTATCGCTGCATTGCAGAAAGACTCAAGAATACAATCAGCTTTTAGACCGGACCTTACTCCAAAGTGTTCATACAATCGGGAGCTAACACTATAACGCCACAGCCAGACAGGCATACATCCCCCTTGTGTTATTAACGTTAGGATAGAACTAGCCGGATCGATAGGCTAGTACGTCACGCTTGCCGTTTTTACAACTGCAGTGCAGTGAGCAGATAAATTACATATGTGGTAGCATGTCTGTCTATTAATGATGATGCATCTGTGAACGGCAAACTGCGTAACGAGTTTGGTCCTCGCGACCCAAGTAGCGGTGAGTTCCACCATCGTTAACACACCGACTCAACCTTAGGCTTCGTGCCCGTAGTGAGAGTTGAAGGGAAACCGACCAATACACCATACCC", "method": "ctrl_dna"}
|
| 23 |
+
{"id": "ctrldna_In_22", "cell_type": "In", "candidate_enhancer": "ATGTATCGTAGTAAGTAATTAACGTAATAACTTGGGTTGAAATCTGGTTACCCAAATGTACCTATTTCTTATAAAAATCCTATTATACAGCATCGCGTAAATGTCTTATTTCAAGTAATCAATACGACCACCGTATTGACTCAATACTTATTAATGACGCCCTAGTTTGTTCGACCCTTAAATTCAATATACTTTTAGTGCTCATCATTTTAACATCTCGATTACGTTAGTACAACAACAGGATGCCGCAAAAAGCTAATCATGCGCATCAATACAAAGTTGCAAGATGTTATCCATAATTGCTGTACGTATTAGACACACTGGGCTCGACAGAGGCTCCTCCGACTGCTGGAGCCTTATTATAGCCATGCACCTAACCTACAAGATGTCGCTCAGTAGTAATTCCCGACACCTTATTGGACACGGTCAGAGGCTTGATTCTTGATAGTGTCGCACCTCACACAACTCCTCTTTCGTCGATCCTAGCGGGAAGATTTTCATAGCCAGTGAACCCCCGCGCCAGGACTTCTTTAGTCTCTTACTTATAGTTTGACTGGGACGAGACTGAATGAGTTCAACTGTGCGAATAGAGTTTTTTCG", "method": "ctrl_dna"}
|
| 24 |
+
{"id": "ctrldna_In_23", "cell_type": "In", "candidate_enhancer": "CGNGGCAATGCGATTTTAAATAAGCAAGCTTCTCGGTTTCCTGTATATCTCTAACGCGTGCAGGGGCAGTTGTATAATACTTAATATTAGGCTATTCTTGAGTGGGACCAAATTTAAGTGCTAGTGGAGAGCCAATCTTTCCAGGTTTTTGTTTCCTATTATCCAATCGCCATCGTCTAAAACGCCTGGGTCCTAAATTAAATATATTGGGGAAGGAGCGTAGTCTCCATATATAGGAGTATCTAGATCCGATTTCAGTCTTTATAACCTATAGAATTCTAGTATTTGCGGTCTGTGCGACGTGGCTTCCTTTTAATTCCCGGGTGGATTTATTCTCAATAAATGAATATTAACGGACGATATACGCGTTCCTGCAGAAAGAGCTGTTGTATGTGCTGAAAACTTGTCTTAAAAATATCACGCGGGGCTCAACGTAACAGGTAAATTCCTTTGCTACTTAACGTTTCGATGCCTTAGCATAAAAATTGACTCTCTTACTGTGTCGATGTATTAAGGCTCCCCCCCAATGTACGAGTCTTCATTGCTTCGGACCGTCGTGGGGGACGTTTACAAGAATACACAATATAGTTTCCTGGGTTT", "method": "ctrl_dna"}
|
| 25 |
+
{"id": "ctrldna_In_24", "cell_type": "In", "candidate_enhancer": "TGAGGTAGAGTAGCGCTGCGACAAATATTACTCCCCCACCAGCTGTGGTTAGTTTTCGTAAGGTCTGATTAGACACAGTTTCTAAAACTCTAAGTATGAGGATAATCATCGATAGAAGTAGTTTATGTTTATGACCCCATCTATGTGGTATCACAATGTAGTTAGGCCGCCGAGCAAACACAAGATCCTAGATCTCTAAATTTAAAATTGACACATAATTTGCACAATGGCTCATACCTACCATGGGCAACTGCCTCCTGACGCCAATGTGAGCAATATTGAAGATGATTTTTGAGGCAGCACGGATGGTTCTTGACTGAGAAAGATCCTGGCGGCTTACTAGCTTTTCGATACATGCTCATCTAACCTTGAAACCAGGCTTGATTTGGGTCATCTACGGTTACATGACTTATCAAGATATACAGATACTCAACCCACCAAATGAAGCGACTCACCTGCACTTGAAGTTCAAAACCAAAATCCCCTTAAGAATGGAGCTTTCTCCTAAAAGACCTGGTATCCCTCGTAGGTCAGCGCTTTTGAGCTGCTAACCGAGGTCACCTTCCCCACACCTACTCCTAATTGTCTTCGTTTGTAAGA", "method": "ctrl_dna"}
|
| 26 |
+
{"id": "ctrldna_In_25", "cell_type": "In", "candidate_enhancer": "AAAATAAACTTATATACGAAGGATCACTGGGGGTTCGTCGAGCTACATAGAATTTAGAGTCGATCGATCTAGGTTCCCAAGGCTGTCTCGCCTTTTGACTTCCCATTGACAATTCAATCAAGAGCGATTATATTTGTACTAAGATCCCATATTCATACTGCAGAGGATGAAGATGTAGAGTTAGTGAAATAACATTTTGGACTTAGAGATTGAAGAAACGGCTAAACCCAATATATGAAATAGTGGTAGAGGCTGCGGTATCACATCTACAGATTATCGTAACATGGATCAATTATTTCGAGTTCGTCCATTAGAACTCAGGCAAGCTGTCAGCGTAGCGAGCACGTACCTAAAGGGTCCTGGTCTAGGCGTCCTTAACTTTGGACAACCGCATTCCCGATAACTCGTACCGCGGCAGCGCAAAGATTTTAAATGTGTGCCGCGTTAGTGCTATATCGACAAGCGCTCGATCTTAAATGCAGAATCGTGTTCTGTTTAAGGGGGTTGCCCACTTCGCCGAACGTTTATAAGTTCAATCGGCAGTTACGTCGATACTTTTAATGAATTACAGGTTGCTTGTATTGATCCCCTGTGTAATTT", "method": "ctrl_dna"}
|
| 27 |
+
{"id": "ctrldna_In_26", "cell_type": "In", "candidate_enhancer": "CTNCCCAAATAGAACATACTACGACATTCCAGACCGCAGATATTTGTAAAGTCAGATGCGCCATACGGATAAATCATGTCGACTGGCAATCAGACACTGTAGCGTGCATCTAGTGGAAACCTGTAGTGGCTAATCTCTACAAGGGTTGTTCATGTTTGATTCAGATTACCCCAAGAAGTTTTGTAACTGGCGTTAAGATAATAGAACGGCCATGACATATTTGTCTAAATAGTCATTAGGCTTAGTTAGGGCAGGGAGCGTATCTCTGGCCTAGGAAAACGTGTAACGAATCACCGCCAGTTCTGCATGGTTAAAATATTACCACTACAATTATAGATGAACCTATGTGTGTAGGAATTACAAACATTCATTTCCCCATTTCTGGGTTATAATGGAATCGGATAGACGGACTAGGATTGACAGATAGCGCTTAGGTCGACTCCACGCAATTTAATTATATACCAGCGGAAAACCCTTCTACGTATGAGATGCCTGTGAGGTGTACAAGTTTATCAGCCCCGATGTGTCTTTGGAAGAGGTGAGCGTCGATTCATAACGTGTGTTTGAGGTTCAAGTGATGAGGGATGGTACTCGTCTTTG", "method": "ctrl_dna"}
|
| 28 |
+
{"id": "ctrldna_In_27", "cell_type": "In", "candidate_enhancer": "ATTCGATCTGCACGACGTAAGAATAAACAGGGGAAGAATACTTTCCTTTATAAGAGAGTGAAACAACCTGTCCATTTGATCTGGCGTCCGTAAGGGGGTAAAAATGCAGACCCTATAACTAATCAGCCTCAATAACCAGTGTAAGAGTTGCTCACGAGCACCAAATTATGCTAAAAGATCAACACCCGAATGAAAACAGAACAAAGTGTATTATAATAATTTTATATCTGTCCTTGCGTCTTCCCTTTAGATTCAATCAATGTCATGCTGCTCTTCCTCGTGAGTAGCCTAATCGGGCTTTTAGACAATATCTTCTCCTAATTTTCGCGAATTGTTGGAATACCGCTCGTGAGCAGACAATCCGACTTTACGTATCCTTAAAGATCACTCGCGCACGAATGAGTTTTATATCATAAAATGGTCCGTCGCTAAGGCTCGTGTCCGATGGATGGAGGCTCAGGTCCGGCTCTTTGTCCAATCGCAGCCACTTGTTTCAGGTTCACCCAATCGAATACGATTACGATTGCCACGCAGTTAGATGTTTTTAGGCTAATAAAATATGCGGCTTAAAACCAATAACTATATTTTAACTTTATATCT", "method": "ctrl_dna"}
|
| 29 |
+
{"id": "ctrldna_In_28", "cell_type": "In", "candidate_enhancer": "CATACTTGTCTTTGTGCATGCTAAAGCTGACCAATATTATCATTCGAGTGAAATAGAAAGCATTTTTTTACTGGCGTGTTGTCCTTAACTCGCCTCTCCGTACGTCCCGATGCGTGTATACGCTAAGAACCTAAAAACCCCAGCTGGTTATTTCCAATCTAAGGTATATATACGAAAAGAAATATGGGTTATTAATGTGAAGACAAATGTCTAAAAATCAATTTACTCAACGCGTAAAAAGGGGTTACGCGAACATACATGGAAGTATCGCATTAACTTCTCTAATGGATAGCTGCATTACATTCCTCATCGTTGTACCTACAATGTAAAGTAATTTTAAACTCCTTATTCTCTGTATTAAGAATGAACCATGGTTCAATTGACGTGATGATCACTAAAATTACTATGATATAGACTTTACTACTCGATTATGAATTTTCTGACGTAACCAAGCATGTTGGAATAGTGGTTAACAGTTAGTTCGTAAATCCACGGCCACAACGAAGGATCAACTCGCCGAGTCGGATTCATATGGATAAGTGCTGGACTAGATGGTCAAGGCAAGTTTGCTTATACGGAAGCAGCAGCGGGTAAATGAAC", "method": "ctrl_dna"}
|
| 30 |
+
{"id": "ctrldna_In_29", "cell_type": "In", "candidate_enhancer": "CTNACTTCGGTATTCGCAGCCCGCAAACGGTGACTCCACACTTGATCATTCCATGTAACGTCGAAAATCCGAACGACCAGATTAGTTATGTTCTAATAAAGTATCACTGAATACTGTTGGAGTATAGACGTCGCTGCCCGCCGGTCTCATCCCTGTTTAAAGCCACGGCGTGGCGCTCTCCGCTACCACAACTTAATGCGGAACCAGCCAAAAAGGCTTCCAGCAGTATACTATTCATCCTTGCACTATTATTCGTACTTTAATAGAACTCCGGCTATTGTCTGTCACCGTAATTGTATCGCCTAGTCGTTTTGGTCGGTTTTAAGTCATTTTCAATAATATGAAAACGTATCCCACCCCGCGTTATTCGCCATTATGCACACGTCCCGCCTAACAAGCCTATATTCATGTGGTTGCTAACTGATTGTATCCGATGTCAACGTAACCATTTTTCACGGTGGGCAAAATTGCCATTGCACCGTGTCAGGGTTAGAGCTCAGTTCAATCATGTATATAGATATACCAGTGCCCGGCACACCCTCGTGAATTTTTGATCCACCGTTCATTGAAACCAGAAAGGAACGGTGGTTAAACACCAAC", "method": "ctrl_dna"}
|
| 31 |
+
{"id": "ctrldna_In_30", "cell_type": "In", "candidate_enhancer": "ATACTTTGATACAGGACCCTGTGCGACGTAATTTTGGCCTAGTATAAGATTGATCTTCGACTGCCTTATGCCAGCTTTATTGTGATTTTTAAGGCATATAAGATTCGACAGAGATAATAGCAGAACGGATTATTTTAATTCAAGTTATTTCTCCTAATCTAAACTATTAAATCTTTTAAATGATTACTTATGTAATTAACGGTCATAGATTCGGGACATAAGTTATGCCTAGCACGGGCCAACACTATAGTACTGGAGCAAGGATAGACGTACCTACGTACATGCACAGTAGCCTTAAGAATTGGTACGCTATGCTATCACGTTACGCCGAGCGGATGCAACCAGTCGTAACTAGCGCCTGGTCACAACGTGCTGAACTACAAAACGCATTAAAATCAAGGACTACAATAAGAATCGGAGAGAATCATAGCGACAAGAACCTCCGGTTAGTATGGTTGATTGGGTCAAAGATAGCAATCTTCAGATATACTGGATTTATTGCCAAGCACTGTCCCTCCGGAAAATGCCAGTCTGTATGTCCGGACTGAGACAAGCGGCGGTTGCTGCGCCGTCAGCCATCCTCGTTTCCTCAGGTTAACA", "method": "ctrl_dna"}
|
| 32 |
+
{"id": "ctrldna_In_31", "cell_type": "In", "candidate_enhancer": "TATGCGAGTGCACAATGGTACTACCCAGTTTGGCAGCCAGCTAGTAACTTCTGACTTTCAACGCGAATTAGCATTTCGATACAAGCATTAACAAGTTTCTGGGTAAAGTCGTGTTGCACTCAGCACTCCTGTAAATCGAATCCGGAATTTGTATTACACTGTTATGAAATGGTAGTGTGAACCCAAATAAATCGTCCAGACATAATCTGCTGCTTCTCGCATTTGTTCAGAGTATCTGAAAGCTTCCCCTTGATCTAAAACACGGGATTTGAATATCATGGCCGATAGAGGGTGACTAGTTGCTACGCCCGTTATGTAGCGGTATATATGGTTTACAGTTTGCGGGAGCAAAGGATATAGACAAGTTTGTGGGTCAAGCTTTACTCGGTACTCGCTAATTCCAGGATTACCCAATACTACGGAGTACACACCACGGGCCGTAGAATGGCGGAAGCTAACAGTGGTCGTCAACGAATGTCACCCGTCTAGCCAAGGACGATTAACGTCGGGACTAGGTGAAGCTATCAAGCGCGCTTTATTAGGTATTGTGTCAATTATCACTTAAAAACTGATTGAGTTAGGGCTAAAAAGTAGAATAGT", "method": "ctrl_dna"}
|
| 33 |
+
{"id": "ctrldna_In_32", "cell_type": "In", "candidate_enhancer": "CACGTAGTAGACAGTCGGGCTGAGCATGCAGTTTGAAACAAACTATAAATTGAGTACCAGAAGTCTTGCACGCGGCAACTCTATTGTGCTAATCTAGTTGCAAAATTTCACTGGGTGGTACACTCAAAGATTGCTCATTGAATGAGGGATCGATCTCCGTGTTGAGATGAACGTAATTCAGAATCGTTTGGTGGTCTATGAATTGACTGAACACTACTTACGTCCCTTACTTCACCAAAAGACCGCTACACGCTGCTTAAAACCAGACAGAATGGCGTCCAGAGATTTTAATGAAACTAACATTAGTAAACTATCCGGGCGAACGGTCGATTTTCTGATAGTGTATCAGCGAGTAACCCCCCAGAATATTGTATGAATCTCAACGAGTTGTTTTAGACACCGCACTTACAAACTTTTCGTGTTTATGACTCGGGTCCGTACAGAGGCATGAAGTTTTTCAAAGGTGGATTTTCCCCGACTCGTCATTCTCGACCTCCTTTTAGTGTTCAAATTTTACACTTGCGCTCACAATTTAAAGAGTTGTCTCCCCAGAGACAATTAGCATATAGAGCTAAAGTTCGTGATGGACCGCATCCTCAT", "method": "ctrl_dna"}
|
| 34 |
+
{"id": "ctrldna_In_33", "cell_type": "In", "candidate_enhancer": "ATNGAAAGGGAACCGACTAACGCATTGGGAAATGTCTCTACTTATTAGCCCACCCAATAGTATTGTGCAATATTCAGCATATTACTTATTATTTAATTTTACAATGCCAGAGCCGAGGCAGACGATTTTACAAAAACCTCTTTACCAGTCATATAAGCCTAAGCTTAAAAATATGAACACCATACACAGTAAAGAAAAAATGGTATTGTGATGCTATCCGTATGGGAAACGAAACATCATCTATTAGACGATATAATTTGCATATTTACCTTTAAATCAATCTTTATTATATATTCACAGTATCTCTCCATAAGCATACTCTCAACAAGAACTGGCAATTCGTATGGTCATCTGATCCTAGTTAGAGGCGTCCCACAGGACCCAGTTGGGAATTGACCAATAAACCCGCCCTGGTACTAAACTTCGCTTCATCTTGATCCATAGCGGATTTACAAAATCCAGGGTTATGCCGTGCTAATGCATGTTCACACGAGTTACAACGCGTGGAAGCGAGCTGATTTTCGTCTACTGAGTTGAGCGGTTAACTTGGCTCGGTATGTACATGAGAACGCCTTCGACTTCCAGTAGCCTAAAATGGTG", "method": "ctrl_dna"}
|
| 35 |
+
{"id": "ctrldna_In_34", "cell_type": "In", "candidate_enhancer": "AGGTTACGTTATATGGTTTTAATAGGTTATATCTTAGTAAGTTTAAAAGAGAGCTAATAAAATTTTTTCCAGTTTTACGACTAATGTAATATCGAGGCCCGCATTAGGACGCTTGTCAGCTCATTTAGTATTCCGTTTTCGAATTTTTATCATACTCTAATGAACGGATAACTATTTTGTGTGTGTGCGTCTTTTTCGAATTCCGGAAATGTTAAGTGTTGCAATGGTTAGCATGGACTTGTATACAGCTCCAAGCCCATTAATGATGCTCGCCTTACGAAAGCTAGAACTTCGCGAAAAAATCAAAGCCAATACTACAGGGGTAGGTAATAGCTTATATGACCTATCACCGCATAACGTCGATAGCCCCTTGATTCCAAGCGGATAATATGTAATTGGCTAGACATTCCAATCTATTCAATAAGAGATCGGTTGCCGGCCATCAGAAAGAGAGATTAGAGTGATCAAGGACTGCGCTGAAAGGATCCGTAACCCTTGGACCGGTCCAGGCTCAAGACACAAGCTGCACAGGGCCCGCTAGTAATCCAATGTAGGTTTCGACCGGATATGGACGAAATCACGATACCATGCGTGCTCTTA", "method": "ctrl_dna"}
|
| 36 |
+
{"id": "ctrldna_In_35", "cell_type": "In", "candidate_enhancer": "TAGNTCGTGGCAACGTCCATCCAAGAATGTCGCTTCGAGGTTTATATAATTAGACAACATAGATTGCTATCCTGAACGACAATTAAGTGGTTTCTAAACTATTTTCATACCCCATCGTTGGAAACATGTTTGTTTACGGAATGATACGTTATAGACTTTAACACAGTAAGCCCCGCGTCCAGCTTTTCTGCGCATGTACGTTAAGGGAGGGGTCCATTAGGGATAAACAGCGCTTCTATTATTCCTGATAGGGGGTCCTCGTCAAATGATTTGGAAGCCTAAGAACATAGAGAGTACAGGTTTATTGCCTGCAATCGTGGTTACTTTGGTGTGGCATAAGATCGAAAACAAGCTTTATTTTAGTTCGACGTCACGGAGACGCTGTACTATTCTAAGGAAAATTGAGTGTGTATGTCATACAACGTGCATTATAGGCATAGAGCCAATGAGTGGCTTTTACGTAGATTATGACTAGCTGTGGGTGACAACCGCGTTTTGGTATTGGATACCACCGGTGCCAAGGCTCAAGTGTAAATGCCTACTACCCGGCGCTTACATATATTTGCCTTGAAACACCATAAAACCGCCGTCATTTTACAG", "method": "ctrl_dna"}
|
| 37 |
+
{"id": "ctrldna_In_36", "cell_type": "In", "candidate_enhancer": "TTTTTGGGTTAATCCTGGATTCCCTCGTGGCCACTCCTGGTTATACGATGGTACTTATGATCCATGCTTCTGTAAATAGTCCATACGTAGCAATTGTTATACACGACACGTGGTTAAAACACGACTATTTGATTAAGTTAGGCATTTTTCTAAATAACAGTTTGTCCGTACTCATTTCATCTACCGATCTCTGCTAGTAGGTAATCTAGACGGGGATTTTGCTGATTCAGCAGTGTCCATGTGCTATATTTTGGGTATTTTGCTAAAGATGCGAAGAAAGGGAAAATTATAAGTGCCATTTACCAGGCATTACGCTAACTTGAGTGAAGGTTTTCTATCAGTCCTAACTTTGAAATCCTGTCTAGATGCCTTTTCTCTTCGAGGTCTTGGTGAACATAGGAAGTTGAGGCTTTTGCTTTAATGGTTCCCTTAGATCTGGAGTGTTACTTCTGTACAGACATAGCTGGTTAGGCCTTTATTCGGAAGCTCATCTAAGATAGGGATAGCCTGTTTGTTTGAAGTAAGCTCATGACACAGGATATAAGATTCCGTTGTCCTTATCACGCGTCAACGTTTGATCGACTAGTGAAGAATCAGCGT", "method": "ctrl_dna"}
|
| 38 |
+
{"id": "ctrldna_In_37", "cell_type": "In", "candidate_enhancer": "CGNGACTAGCGCAAATGGCGATCAGATAACCCGAAGGTCATTGCCTCAAGAATTTAAGCCTTCATAGCGTATTTTGCGCGCATCAACAATCTAGTCTTAGATTGGCAAGAAAATCTAAGCTAAACATATCCGCAGAAAATGCGGGTCGGTTGCGTCATTATAAATTCGTAAAAGTATACGTTAAAACCGCCCCGTCTAGTGCAAAGCAATTAAAAGGACAGATCGCTTAAAAAATCGTTTTAGAATTACGAGGTCAGTTTACGTTTAACATAAGCATTCATAAGGGTTTAAATAGCAATCCTAATGATCTTCTAAATATGCTTATAAGCGAGAACCCCTCTCAGCCGGGATATATTAAAGCTACTACCAACGTGTTACCGATAATCATTGCTTGGTGTCTCGTATGCGGTACTCCTATCCTTTATTGAGCCTTCTTTGTATGCGTTTAATAGATGTTAGTTGCAAGCCAGGTTAAGAAGATCCTTAGGGCCCCCAAATTGTCCATATATGGCTCGAAAATGTTGGTTGTATTACTCATTTTTCGTTTGATTTAACAAACAAGTATTGGCTTTGTGAGAGCGGAACTATCGTGCTCTGAAG", "method": "ctrl_dna"}
|
| 39 |
+
{"id": "ctrldna_In_38", "cell_type": "In", "candidate_enhancer": "TTNTTTAAACAGATTACAGTAGAGAAATAAGTGTCAGTAGACTTCAATAATACTTGTTGCCAAGTTCGGCTGGTTAAGTGGATCGGCCTATCCGTGGGATTTCAGTACATAAAAGATCTTGTATTAACATAATCTAGCGAGTCCCACTACTCAGCTGAATATAGACATCTTTACGAAGGCATGCACCAACGCGAACGCATTAATCCTCCAAACACCACACGGACCGTGGGATTGATTGAACTTCAAGCAGGAACAACTATTTAATATTTATCCGATAAACCCCACTTAGATATAAACTTGCGTATGCGGTGATAATTAGTAGCCTCGAAAGGGTCATACCCGTCCGATTCGAACAAGTAGACTTATAATCGTCTCCAATGCAGCGGAGAACTAGTATGCAACTTCATTAGTAAGAATCAGATAAAGTCCATCACGCGATGCACCTAACCCATCATGATTTTGTGTAAGAGGTTACAAGTATCCCGAAACCGTTTTTGGAGCTACGGTTTTTCCGCACTTATTATTCATCTCGTTGTAGTAGGAGATGCGTGACAGCGGACAGGCGTGTACCTCCGCATATTTAGCCTGGCGAGGATCTTC", "method": "ctrl_dna"}
|
| 40 |
+
{"id": "ctrldna_In_39", "cell_type": "In", "candidate_enhancer": "AGGAAAACCATTCGGGTCAATATACTATCCTATCGGTCACGCTTCCAAGGGTGTACTAAGAATATACGTCTGACATTCTGCGTTAAAGTCATCAATATTACCGCCCTGCCCTTGGACGAACGGACACAGTTCGCAGATAATTTTGTCGTCAATCAATAATATTAGCAATGTTCTAAGCTTATTATTACACCTAGGTGTGCATCGTCATTGCAAGAGCTATCCATAAGAGTCGTTGTGCATGCATGCTACACCCCCTGCTCCATAATTGTATTACTACATTTGAGAGTAATCAAAAACTTGTTTAGACAGTGAAATTATAATCTATCTTCTTAGACCTAGGTACGTGTCTCCATGCGCTCGGTAAAACATTCAGATATAGCACTATTCATCATTGATATCATGCATTTCAGGCCGTTGGCGGTTTATGGAGTAGACACCAGAATCACCGAGTTGCGGTTTATAAGAACTTTCATCACAACCGCTACACAAATTGAATAGTACGCGGTTCCTCTAACGTCTGAAGTTTCAAATTCTCTGGATCCCCGGTTGAAAATCCAATTTTACGACTCGTCAAGCCATGTTAAGGTAGGCTTGACCGGA", "method": "ctrl_dna"}
|
| 41 |
+
{"id": "ctrldna_In_40", "cell_type": "In", "candidate_enhancer": "GCNNACAGCTTTGTTTTCCGTCTTAGTGTTCTAACAATATAATCTTACCACGATCTCGGCATAAAAAACAAATAGTAGTAGTGTTTTTACGTTTTTTCATTTTCTCTGTAGTCGTTTTTATAACTAGACATGGTCTTACTGTGGACAAGGCGAAATTTCCCGGAACTCAACAACGTACTAATCTTTGAGGTCACGTCCCGGCGCGCGGGACAAATTTTCAGTCTCCAACACAGCGTCATGTCTCCATGATCCAACACAGCCAGGTTATCACCAAAAGACTATTTCGATTGTCAAATTGTACCTGACATTTCCAAGCTTAAGGAAAGAATGAGTTTTACGAACTCCTAAATGGGACTTTTATTCAATGAAAACGCATTATCAAGTTTATCTCACCATGATCCTAAAGACGTCTAGAATCTTAGTTCCGTAGTATAAATGTTTACCTTCGTACCCGCCAGGGAGGTGCACCAGGGCTCTTTATTCCTTTCGTTTGCGAACATGGCTATCAGGCGACCGGGCAACTCCCCTTTCGACTCGCAGCTAGTATTGTATCCAGATTGGATTATCAAGCGGTGCCCTCCCTTACTCCTATTTCTCAAG", "method": "ctrl_dna"}
|
| 42 |
+
{"id": "ctrldna_In_41", "cell_type": "In", "candidate_enhancer": "CGAGTCTAAGTTCATTTAGCATGACGCTAGCTTTAATTATTGTAAGAGACATTAAATATAATATCACACGACATGCCTAAGTAGTCGCCGAGTTCCTATACACTTCGATAGAACTGGCAACCATCGATTAGCATTCTAATTAAATACTACAAGGTCGGAATATTCTAGATGTAAGAGAACTTGACCAAATTCAAGACTCGGGCATCACTGCTAAAAGCCGTTATAGGTCGAAAGGAACCTTAAAATACCGGTCGTGATATAGACGCTAATGCCCGATCCTGTTTTATACCGCAGTGGTTGAACGTTAGAATTATTGCGGATATAAAGTCGGATTCTGACAGCAAAACTCGCATCACTTGACGTCATGTTCCCCTAATACACTACTTCATTATTTCTGGGAGGTACTATGCTCGTAATACCGTAGAGCTCTTGTGGGTGTAGTGGAGCGCCCCAAAGATCACTCGTGCATAAGTATCAGCGCAGGAGTTCTAAAACATGAGAGAACGAAGCTATGCTATCATATCGTAAGATCCACTGCATCTATAGACGCTTTGCGTGTCCAGCGTAGTACATCTTCGTGTAAGTCCAACGAGCCAACTA", "method": "ctrl_dna"}
|
| 43 |
+
{"id": "ctrldna_In_42", "cell_type": "In", "candidate_enhancer": "AGAATTGCCGTCCAAGTCAAGATTAGATATTCGCAACCCTCGCCCAAGCTTTCAGTAGAGATCAAGTTCCCAAAACTTGTTCCGCGAGTGGTTAAAATTATAACTAAAGACCGAATCCTATAGAACGGTGGATCGAACTCAACTTGACAATATAGGACACTAACTAAAACAGGCAACAGACAGGGCTTCATGCTTCCTTATTAATTATTAGATGATTTCAAGTTATAGCAGAAATACACTTGGCGCCAGCAATATTCCAGCCTATTGGCGGGAAGCGATTTAAGCAATTGAAGAACAGGTCGATCCCGCTCTGAAATTGATGTGTCTACTTTAGCATAAAGAATTTCAGAAAGTGCGCCTCTGTATCACCTAATTTCGCTTTTCCAATTCTCATAGTTGGCTCATTCTTTCGATGCACTCCTGTGCGCGGGTTAGATCATAACATTCACTGGCTAGTAAATCCCCACTTACCGTAAAATCAAGAATGTTGTAGGCAGGTCCTACCTCAATATAAGGTCAGACCGCGAGGCAGCCAGATCGACAGTAGCGGTTGATTCGTTCATGATGATTAACCTCAAATTGCTCATAGAACCCTATGAG", "method": "ctrl_dna"}
|
| 44 |
+
{"id": "ctrldna_In_43", "cell_type": "In", "candidate_enhancer": "TATCTTCTGCCATCGCTATAATGCTTACAAGGTTTATATTATAATCGATTTGAGAAGCCGATAATCAAGAAATGTTCTATCGTATGACAAGCTTACACCGTGTATGAGGGAATAAGAATTGTTCCAATTAGCGCCAATTAAGAATCTTTTCGTCTAAGACACGCTCTTATCGTCACTGCATATCATCATTAGGCCGACGGTGGATTTACCCCTGGAGTCGGATAAATTTAACTTAAGTGACGAAAGAACCCAACATGGGTTATGAGTCTACCTATAGCCATATCGAACATTACAACTCGCATTAGTATGCGGTTAACTATCAATCGATAGCTATCTAATGCATACTAATGGTGCAAATAAGAATACACTATTTGCCCACGCGATCTATAACGTCCTAACCCGTGCGCATAATTGCACCGTATCAGCCGCGCTTCCTCTGATGACCCAGCTGCCAAACACAAATGTACAGTTCACAATGCGTGAAAATGCTATTCACCATAGCTAATTATTAGTTGCTTAACCACGCAGCATGTAACCCTGTTGATTTATACTATTACCGGTCGGCGTTGATTTTGCTATTTAGGGTACCTAGAGCGCTAG", "method": "ctrl_dna"}
|
| 45 |
+
{"id": "ctrldna_In_44", "cell_type": "In", "candidate_enhancer": "TTTCTAGCAAGTAGGATCAAGCGGGTTTATAGCAATAATATTCCAATAGCTGTTTCCAATTGGTCATTCTAAATACGTTTACTCGACAAAGTCGAGAGCAAAGTTCTTGGTACTTAGGAGCTAGTAGTGTGATCAGCCCTATGAAACACTAGGCCTATGATCTATGGAACCTCCTTACCTTGATTTCTACCCCCCTAGGCTATGATGAGCTTCCTGCGGTTATACGCAGCACAGCAAGAATTTTGTAAACACACCTCAGTAATTATACGACTTCCTATACAACTGTAAAACTATAATGCATAGAGCTTTCCTTTCCGGCGCCCCGCTATCCCTCCCTAAACAGCTCCTCCTAAAACAATGTCGAAAAGGAGCCGATGTAATATGCAGAGTACTTCTATTCCGTGTGCCCTCAGCCTTAAACCTCCAATCCAATCTTGCTGAGGCACGCAGGGATTTTTTATATCTTTTTACAATATACAAATACGGCGTCAGTTCGATTAGCCGATTATCTATTATCAGAACGCCCACTGCGAATCACTTGCCTATACAAAGGACGCGTACTCCTTAGAATCAAACATGGAAATCAAATCCGTTGACACG", "method": "ctrl_dna"}
|
| 46 |
+
{"id": "ctrldna_In_45", "cell_type": "In", "candidate_enhancer": "AANTGTGTTAAGGTGGTGGCACGTGAATATATGAAACGTCCGCCCATGAGCTTGCGATGCGGGTTTATAAAAGCTCGGTTCTTGCTTCGGTGCCGTTTTACAAAATGTCATACTTCACATCCAGAAGCTTGTAACTACGGGAAGATGCGCACCATCGGCTGGTAACATTAAGAAGACTTATGTTTTAAACTTTACTCTTGAAAGATCAACCCATTACCTTTAAGGTACGAGTGTAATATGTTACGGAGTATCTAATCGAATCTAGTTTAATCTATACGGTCCAACTTATCACATAAAATAAAAATCATTGAGCTGAATCCTAAGTAGGTAAGGTGACTGCATAAAGACTATCCCCACCACCCGACAATAAGTAATCTAAAGTGATGAAGTATGAGGTAGCGAGACGTTTCAAATAAAAGCATGTTGTATACAGACAACTGAACCATGTGCAGTTATGCTCACCTGTATCAAAACGATGGCGATCGTAGATACCTGCTCCAATATAGTTTACAGAGTTGTTCTGAATGTTGTAAATATGAGCTATGTTTCCATTACCTGGGCTAACAAGCTAACGCAGACCCGATGTAGTCAGAGGAAATA", "method": "ctrl_dna"}
|
| 47 |
+
{"id": "ctrldna_In_46", "cell_type": "In", "candidate_enhancer": "ACNCGAAACAAACTAATTAGATAATGTAACCGTGATTCCGAAGCGGTAGGCGTAACGACTCCGCCCGTGTCTTCCTGCTTCTGACCCGAACTTTGTAAAGTATTACAAGAAGGATCCATGTAAATTATCCACCATTCCATTTAAACCACAGAAAGGACTCTTCTTGAAGCTAACTATTAATTATTATGGTAGTGCAGTGAGCGATATCAGTGAGCTCGAAATACTAATAGAACGTGTGCGAAATGACAACTTCGACTGCCAGCATTTTGTGCGGCTGGTAACTACGGTAAGGGTGGTTATAATGGGTACGGTATAGCACAGACACCTCGAACAAGCTACGTCATGAAACTTTGTGAAACCAATACTAATAGATAGTTATTCATCTCTACATCCCAGCAATACTCAATGTGCATTGTTAGAAGTTAAACAAGTCTTCTTTTGTTCGAGTGATCGGAAATTCGCTTAGATGTCTTTAACAGCCAATCATAAGATACCTTCTCGACGACAATTTCGTACCATGCCATTGACCTAAGAGGTTGGACCCTGCATTACGTCACCTGGCGTCATCTCAAATCTAAGCAGAGATTGGGGAAGAACTTC", "method": "ctrl_dna"}
|
| 48 |
+
{"id": "ctrldna_In_47", "cell_type": "In", "candidate_enhancer": "GCNNCCTCTTCTGCGAATCTAAAACTGGAATTGAACGGGCCTAGGAATAAGTATTGTTTAAATATGTTAAAGGGACTTACATTACAAAGGATCGCTGAGCGCGTCTCGTACTTCTATTAATTAAAATAGAACCTTGGGTTTGAAATTAGGTCAAAGAGATATAGAAATGTCTGTTATACGATAGTATGCCCCTAAACGGTGACCCTAATTAGTACTGCTATGAATCCGGTCCTGTACTGAATATTTTAAGCTGTCTTCCTAATTAATAGCACATAATACCTTGCAGTTCTACCGGCCAGACTTATGTTCACAATTTTGAATCGCTACGATTGAGTTGTCGGGGGCAACCCGGGACATGTGAAAACTAAAAGTCAAATGACATACATCGGTCCCTGTCTAGTGACGTTCGAGAGGATCCTCAAGGATCAGACACACACACTTCGTGGTCCGGGGGGAATTGTAGAATATGTCTCTGCTTCCGGCACACGCGCTGGATTCCAGGTCGTCGTGTCTTAGCGCATTCCATCATGGAGTCTATAAAACACTTACGAAAAGCCTCCGGCATATCGACCATGTTCTCAAAGCACCATGGTAACCAGA", "method": "ctrl_dna"}
|
| 49 |
+
{"id": "ctrldna_In_48", "cell_type": "In", "candidate_enhancer": "TANCTCTATCAAAAAAAGTTATTCAACCGAAGTATGAATCGGACTGTACCTCAAAAAAAGTCCTTAATAATGGAGCCAGGACGATGTCTTAGAAATCTTGCGAAGAAATATCCCCCAGTGTTCGAGCCGGGGTACTGGGGGAAATTTCTGTTCTTGTAATCCCGGTTTAAAAGATTAGGCTCTTGTGAGATCACGTGTGATCTTCTCCATGACGTTAACTAAGGATAGACCCTTTCCTTTTCATCGACTCGAGAGCTTATATCGTCCGGGTCATTACTAAACCGACAATTTAGTGGTGTTTAATACACCCCTGCTGCTAGATATGTCTGTTCCCGAGCCATAAAACAGTTCTGTCCTAATGACAGACTCACGCTGAATCAACCGTAGAGTTAGTCAGGCTGATCATAAGAAGAGCGACAACTTGCAATTCGATTGGTATCTGGCTTAAGACCGCTACAGACATACAGGCAGACCTTAGTTTTGCTGGTTCGAGGGATCAAACTTGTGGCCTGGTTCGGTGGTACGGTCTTTCACCACTATACAATTGTTTTGCCTGCTAAGATTAAAACAAGGATTACATTTGTAGTACATACTGTGTCG", "method": "ctrl_dna"}
|
| 50 |
+
{"id": "ctrldna_In_49", "cell_type": "In", "candidate_enhancer": "CGNGTCCGATCGTTTTAACCTTGATATCAAGTTGCAACCTCCTGCAGGTCGCAATTAAATCATATTGTTTGGGTTTAAGGAACCTGCGGTTCGTTTTAATGGCACTCACACATCACAAGCTCCGGAGGTAGACCGAGGGGTGCTACTATCATATAAACTGAATTAGTCAATCTACAGCACCACGGGTCACGATTTTTCTTGTATAAAGTAATAATGCCGTCCCTTCTATCAGTACTTGGTAACGCCCACCCCAAATTTACGTGTTATTTCTAGCGACCGATGTATTATATACTACCTGTCCCACTTGTCTCTCCTAAGTGAAAATCGATGGTTCTTCCAGTGCAAGTGGGGTTTTGGTATGGTTAGTTTCCGAAGCTTTGCGGTGGTGCAGCCCGGATCAACAGGGGCATAACCCACCACATGAAGATGGCCAAGAGGCTTACAATTTTATCATGCGATGGTGTGCGACATCTATATTTCATCAAACAAACGTAAGCTCCGAAGTGGCGGTCAGAGAGCTAATCGAGGAAATATTGACGTCGGATGTTTTGCAATAAGACACGGGGGGATATTCGAGAGGTTATATGATAATGGCGGATT", "method": "ctrl_dna"}
|
| 51 |
+
{"id": "ctrldna_In_50", "cell_type": "In", "candidate_enhancer": "TAAGTCGTAATGCTCCTAATTATAACACGTTGCTTGCGTACCATTCTTTTCCTCACAACCTTTATGTACTAAGAGATAAACATCATGATTGGACGTACAAGCAGACATATAGTTTTTATGACAAGGAAACGATGGGTGTGGGACTCGCAGGTGCCTAGAAACAGCAACCAGAAGTTTAACCCATCCCACTTTGATGGTAACTACAAAAGAGCAAACATATCAATGACCCATGCCGTACGGTCCGGCGAAAGAGTATGAAACGGGCGGTCGTATGATACTTAGGGCTGGCACCCGCCATATAGATAGTTAAATTGAGGAACCGTCTGGAAGTTTCGACTCAATAAATAAATTGTACCGATTCGCTTGCCAAATCTTGAGAAAGCCGTGTTCACTCACATGACATATCATAGTCACGCTTGTGAAAGTCAATCTACCTAAGGCTATCTTCACTACGACGTCATACCCCTTGGATATTAGTTATTCAATTCTAACGGACTTACCTATAGGCCCATACTTGCAACATTCGTGAGTGAAGGCTGGCCGCTACCCTGAAAAACTATCGTATACGACAATATAACACGCACGCGATCGGGAGGCCGA", "method": "ctrl_dna"}
|
| 52 |
+
{"id": "ctrldna_In_51", "cell_type": "In", "candidate_enhancer": "TAGCGTGGTTGCTCTATAAGATGGGGCATTGACGTGAAAGTGTTGCTCTGGAAGGAAGCAATAATAAAATGGGCAATATCAGACAGAGGAGAAAATATACGCTCACAAATGCCGGGGTAGCATTATGATAATGGGGCGGGATCAGCCGTGCTTAGGCTCTCAATCCCTTTCTATTAAGACTAGAAAACAAAATGTCTACATCAGGTCACGCACACAACAGAATTAGTCAAACGATCGTAAGGAATGTCTGAGTGCTCTGGAGGACCAATGTGCTTCTGATCGTAAGAGTTACTCTCGGAGAGCCCATTTCGACAGCGAAAATTACGGCATATATCTTTTAACTTACGTCTCACGCAGGATTCTGCTGCACTGACCGCTGATTGATAATTAGGAGACTGCTCAACTTCTATACCTTTGACTAACACTTCACTTACGTGTTTAGATTAGACAACAACGTTATTTTCCATGCTAACGCGGAATCTTCGGTCGTACGTGAGAGGCCAGTGAGAATCATATCGTCCTCAAATTAGTGGTCGCCGGACAAACCCATATGGCGCATTGCCTGTTATGTGCTCGTTAGTTAGTACCTGTTACGGGGAA", "method": "ctrl_dna"}
|
| 53 |
+
{"id": "ctrldna_In_52", "cell_type": "In", "candidate_enhancer": "TTTNTGGGAGAGTGGTACTTGAAAGGTATTAGAAAAGGATTTGATGTACCGATTCGGCCGAAGATAGTTTACGCAATACTTTCAAACAGACGGAGGCTTTAAACGAGTACATGACTACCATATTGAATGAGCAGTGTAATCAGAGCACCTTTCAATGCGCTTGCCTCCTTAAAATAATATTCAAGAATACAACTTAAGTATAATAGCAGTGAGCGATCCCGTACTTCCCCAAGCATTATTATTATGTTTCCTGGCCATCAGGATGATTAATAACTACCGCTGGAATCTATGCCGTTTACTGACATCGTGGACCAGCTCATTGCCGAAGTACGGGGGGAGACCAATAAATCTTTAATATTCTGAATTGTAGTAGATGTGGGTATCAGCATAGGAACCCCTTATATTAGGAAACTGACATAGTGGGAACTTTCGCCGATGGGGGTGGCTTAATTACGAGGTAGCACACGGTAAGGTTTTTAATCGGGAGCTGTCACCAAGTTTTATGTTCCACGATGAATCTCTTGTCCCAACTATCCAACTCGTCAGTGGATTCAACGGAACCAGAATAGGCTAATGCATATCGGCTACCCAAGCACCGGA", "method": "ctrl_dna"}
|
| 54 |
+
{"id": "ctrldna_In_53", "cell_type": "In", "candidate_enhancer": "TGNAGAATTCAATCATCTAATACACGACCTTGATTCCGCTACACGCGGGTGAGTTGATTAAGGAAGCACGCTGATGCCGGGTCGAACCAATTAACGTAAATGGGGTCCTAAATTTTACTCCATACCAGTACATCCCTCGATTTACCCCTCGACGTTAACATCCACAAAGAGAGGATCCCACCGCGAGAAGGGACCTCTGGTTCTCTCAAAGAACGTACTAAAGTAATCTTGATCCAGAAAAGCTGTTATAAAACGTTGCAGTGACAAAAACCTGTCTTGCCTGTATCGGCTTGCCCTGAAATATTAAAAGAAGAGCAAAACAGTTACGCATTCATCAGAGTGAGTGAGATCTCATTCCTGTGACGACCCGCGCTAAGGTACCTCGAAGCAGTGTTCTTTCACAACGATATAAAATTTAGAAACGGCTCGTTCTTAAAGGCGACACCGGGCTTCCACTGATAGCCAGTACGGTTGCGTAAAAACACAGTCCATCTGTTTATGAGCTCTTAGGCTTTGCTGTGGTTTCGGTAAAAACACACCGGTGTAGAGTATAGCTAATGATATTAGGGCAGTTGCCAACGGCGGTATATTCTAAGCGGC", "method": "ctrl_dna"}
|
| 55 |
+
{"id": "ctrldna_In_54", "cell_type": "In", "candidate_enhancer": "CCGNGTGAGGCAAAATTCTTAACTATGGAATACATTTTGTCCTGCTTTTTAATTAAGTTATGTATAGGTGAGGTAATCTTTGGCATCTTGAAACACTCGCTACGGTATAAGTAAACTAGGACAATAAAAATAACGACTACATATCTCAATAGTGCTCTCACTAGTGGTGAAAATGTAACAGAAAAGATATTCTTGTATTATTTTCAACAGAGCTGTCATGGAGTATCATCGATTATCCTACTTGAATAACTTGAGATTTCATTACTCTTACAGTGGATTGTGTCTTCTCTGTTAAGCTTATCAATAAAATCGCAAGAGCCACGCAAGTGTCTAGATGTACGTAAATTACACCGTGTTTAAAGTAAAGAGTATCGTAGAGGAGACGTAACAACTTTGGTGACACAGTAGGAGACACTGTATTAACACGGGAAAGTGACCTCTTCGTAATCGGACTTTTTCTTCGACGTCTCCAATGACTATGAATGTAATCTACTATCTATTTTACTATGAATCCGGGATAACCTGCAAGCTGGTAGCCCAAGTGCCATGCCTTTGGATGGCTAACTCCCCATTCCGTCTATCGTGGCCACAGCAATCACT", "method": "ctrl_dna"}
|
| 56 |
+
{"id": "ctrldna_In_55", "cell_type": "In", "candidate_enhancer": "ATCTTAATTAAGAACAATTGGGAGATATCAATGTACGTGGAGGGTGCTAAAGGTAACACTGGCGTACATCTTTGGGTCCTTCCTTCAACAAGTGATATAACCTCATCATGCGTTTCTTAGTTTCCTTAAAGGCTGGCGCCAGGTCGACAGTCCAATTGATTATACAATGTAGCGTGCACAAATCAACGCAACTACATTATGTGCATCAGCCAATGATGAACTATATCCGGCGCCAGTCCTTAAGATTGATGCTTCCTGCATCCTTGTACCTACCATATCATTTTATCTAGGCTCAGCAATTTAATGAGCTGGAAATCGCCGTCGTACTACGAAGATCATCACAAGATATGACGTACGCTTAGTAGATGTTACCACCCCAATATCTAGTCTTAGTTCTCGCAATGAGTCTCCTGGCATATAGAAAGCAAACGTTAAAGCAACCAATCACTTATTATCCCTGTGATTATATGCGGCCTCGGTCATGGTACAGGCCCTTGACACGATCCTCTCAGCTTCAGAGCATGACGCAATCTAGTACACGCCGGGTCATCTCGCCCGTTAGGGCACCGGCTGAAGCAGGTTTAAAAATGGCAATGGTGG", "method": "ctrl_dna"}
|
| 57 |
+
{"id": "ctrldna_In_56", "cell_type": "In", "candidate_enhancer": "AGNACCAAAAGCAGAATCTCGATCCCTTCGCCTGGCGTTGGTTAAGATCACCACAGAACATTAATTTTGCACGGAGAAATATATGAGCATTTGCTATGAGTTCTGTGATATATATTTAGGGGCGAACTACATGATGTTCCCTATCTTGAGGTTACTGCAACAGAAAAATCGTGCTGTAAGAGTTCATGACTTGTATCTATTGTATCCAAAATTTATTGGGTACTCTTTATAACATGCAAATACACAAGAAATTGTGGCGATATTGTGATGCACAACGATCATACCAATGCACGAGGTTGTCCAGCAATAGTAATATAACCAAGCAGATACTTGTTCTACCAAGATGGATTTTCATCCGATTGATGAAGGAATTATCGCTTCAGAATCCACCACTTCGAGTATACAGTACAAGATTCCAACACTACCGCTATCTATCAAAGGGCGCGTCAGTCATAGACTGCAATTGACAAACTATCATTAGATGCTAGCCTGCGAGTACCAATTAATCTTGTTCATGGTTTAAGATATCAGCTCGCTCAATAGAAGCTGGATGCAAATTCCTAGAGTCTTCCGCTTTCTAGAAATGATATCGTCTTTAAC", "method": "ctrl_dna"}
|
| 58 |
+
{"id": "ctrldna_In_57", "cell_type": "In", "candidate_enhancer": "ACAACACCGCCCCCACAAGGTGTTTTTACCTAATAAAACGTGTCACTATGGGGAAGGCCAAAGTCATAGATGTTCCCTGAGCGTCGTACAAATATGTGCACCAGTAGCATCGTGTCCAGGTTTCTGCTGGAGTCATTGCACCCGGGTAGGAGTGCTATTTATGAGTCTTGGTCTATAACTATCTAACTTCCCTAGTGCAGTCCTCGCTGGAGAGGTTAGCCTAATTCTAAGCTGGGACAGTCTCGGAAGGTTTCGTCAATTCCTTAAGCCAGGACGTCGGGGGGTCGAATCGCGCTGTCGTATTTCATGACGCATGCGTGGGAGTACATGTACCTCTGAAACGAGAATAACCAACATAATATTCTCGGTTCGTTGTGTGCACGGGATACTTGTTCCTTACCTTTACACATCCGTACGAAACCGCATGCGTGCACAGGAGTTAAATGGTTGGACGCTGTACCTCGCTGGAATAAGCAACAGACATCCGTAGGGAGTAAGAATTCGTACCGTCACAAAGACTCGGACTGATTCGTAGGCTCGAAAATGAGCTACCCGAACATGCACCTTATGACCTTCTTAGGAGTATTGACAGTGAGGAGT", "method": "ctrl_dna"}
|
| 59 |
+
{"id": "ctrldna_In_58", "cell_type": "In", "candidate_enhancer": "ATNCGATGCGACAAAAATTGCTCACTCACTCAAGGTTAAAGTGTAACGGAAGGCTATATATGAATTACCTTCAGTTACACGACGCACCGAGAGGCCAAACAACGAGTCGACGGTTTCAACTCCATCTACATTTCGGCATCCCCTGCTCTTCCTAAGTATCCGACGATATTGACTAGGTATTGATAAAGGTTGGAGTGTCGTTTCCCACCAACCGGTCGCAGATGTGTGGTCGCTCTTCTAAATCTAGCAGGAACCCAGTTCTAATATTGCACTCTTTACGCTGCAATAACAAGTATTTTGCTTTGATAACTTTTCACTTATGTTCTCCTATGTTAGGGTAATATATGCACTAACTATCCCTCACGTAAGGAATACCCAAAGGTTTATGACGAGTCTCGTGACGCCCTAGAACGGTATACGTTCCGATTCTGGATTCATTGAGTACGTCACGGGATAGCGAATCACGAACAGTATCTATGTGTATAAAATGAGACACTCAATACCGTCTATAATGGGAGATCCACGGACTCTCTCGTTCTTTCAACAGGTCTTGCAAAATATGTACTCGACGCAAGGGATAACATACGATACGAGTGGCTT", "method": "ctrl_dna"}
|
| 60 |
+
{"id": "ctrldna_In_59", "cell_type": "In", "candidate_enhancer": "AAAAAACCAGTAACAATATTAGACAACTTAAAGGCTGGAGAGTGAGACTCTCTATACTTAAGACTCAAAGTTATACACCTGAATTCCGTGGTCCAAATTAATAATATAAATGGCGATTCCACCATAGACTTCTATGAGACGTCAGATTGGAGCATGTGCGACATTACATATCGTTCTTCCACGAGTACACATCCGGCTCATCCACCCTATTTGGGGGGAACCTACAAGAAGTAAATTGCAAATGTTCATATTAACTTTTAGTAGATACAAGCTGTAGCTTCCGGCTACCTCGTGCTACTCCAAGCACAATAAGTCTTTAGGGCATATTTCGGTAATTAGTACAATATAAGTACGCATTCCGTGACTTATCGCCGTCTCTGACCTCCAGTGTTTACCTCATGCTATAGGATTAGCTATCGTCGGCGGATATATAACGTATAACTAAAGGACCTTCCGATTCGCGAACCGTCAGACTGGCGGAATCCCAGCAGCAGCGGAGAGACATACTTTGTCCATACGGTCTTGGTGAGTAACTAATTTGTAACGTAGCGAACTTTTTCGCTCAGGCTAGTGTCCCGAATAATCGAGTACTGAGGTAGT", "method": "ctrl_dna"}
|
| 61 |
+
{"id": "ctrldna_In_60", "cell_type": "In", "candidate_enhancer": "GTACAGAATGAAGGGAGCAACTACCGTTGATTATACAAAAATAGCACCAGTTCTCACGATCAAGACTGTGGCCTCCAATTTTACTATTTAGACCCACCTCTGGACGGATTGTGATAAGTGGCTGTTAACAGAGAGGGTAGAGATTTGTCTTCCTAAAGTTATTACCCATTTAAGCCGCTCGAATATCCTCTTGGGGTTATTGTCAGCTCATAACAACCTGTCAGGTCTTGGCGGTTTGTAAACTGCTAGTTCATGGTGTAGGCAAGTTCATTGAGGCTCTACCAAACTACGACCTTTACTCACGTTCTCGGTGCAACTTCTGATATAAGCTGTTTCGGTCGTTATGGCCAGTCTATAACTGGAGGCGCTCTAGCTGCATGTCCTATAACAGTGCGAACTTATAAGTTATAACCACGCCTGATAACACTCCGGTGGCCCTTGCTAATCCTGTGCCCGATGTTCCAGATGGCGTCAGTTCCGCGTTCCTCCCCGAAGTTAGGACACAGTACCAGCTACATAACCACCACGAGTTGTCCTTAAGAGTGGACTCATGAGTCCCTGCCTCACACCACCTTTCTCTAGCACGCGATCAGAGGCGCG", "method": "ctrl_dna"}
|
| 62 |
+
{"id": "ctrldna_In_61", "cell_type": "In", "candidate_enhancer": "AGATGCAAGCTACGAGATTAGAAGACGAGCTCGCTAGTGAATTCTATTCCACATTTTTCTAAGTAAAAGCCGGATTAGGACATATCTTAATCCTTCTCGTATGATGTCGAGATCTTTCTCATACAGACCTCACGACTATTCGGGCGGTTTGGGGCTCGTCATACTTGGGCGAAATCCGTAAAAGAAATGACATCATTCTGCTCGATGATGGCATAGAGTCAGTCGCTTGAGTAAAGTCAAAGAGTAAGCTAACGACGGCGACTCTGTAAAAGTGTGAAGGGGGGCTCGGATAGACTAGCGCAAGAGTTAGATGTACGAGCTATGCCGACCGCACTCTACAGTTTACGAAGCTAGTAGTATGCTATTGCTCGATTTCGCTTTATTTTTTCGATATTTAGAGGACGGCGGATTGTATAGTGGAATCATACGATACCACAGGGGTAAGAACACTACCTACCCTAAATTTGTAGTAGATATAATCCGTGGCCTGCGTAATCGCAAGTAGTGTCTTAGTCCAAACGGACGATAACTATCCTTGCGCCTCACCCTCATACCGCGTTATTTACCAAATATACCAACTCTATCCAGCGGACTAGACCT", "method": "ctrl_dna"}
|
| 63 |
+
{"id": "ctrldna_In_62", "cell_type": "In", "candidate_enhancer": "AATCACTAATACTACTGACACACCATCGTCTTGGATCCGACTTTATGAATCACAACCTGCATTCAACTGTTTCACGATTTTCATCAATGCCACTATATATGGGATGTGGTCTATCTCGTTTCGAACAACTTACGGGAACGTGGTGTTTTGAACTGATATGAGACCGATTTTTAAACCAGTAACTTGTTACTCAATTCTCCTACATCTACTAGAACTTTATTCACTTACAAAACGAGTATAGCCCGTAACACGCGCGCCTGATAAAGTTTTCGGCAAAAAATCGCGATTTGTCTTATTATTGCGGTTATTGCTCGCTTTTTTGCACCAACCATCGTTACTTTAGAATAGGCGATCAAAAGGGCTGAGAGGAGGTTTCGTAGAGGGAAGTAATACACTGGTTCCAGGCGTCAATAGCCCCGGTGACTTGATAGTGCTACATCCGACTTACTCGCGGGGCGAACATTGTAGTAAAAATTACGAAGCTAGCTCGTGCCGTAATTTCGATAGCAGATACTCAGGTTAGATATTTTATATTCGTTAAAGATGGTCGATAATGAGTACACATGAGCTCGCCCATTGCGTTAAAGCTGTAGGTTAGAC", "method": "ctrl_dna"}
|
| 64 |
+
{"id": "ctrldna_In_63", "cell_type": "In", "candidate_enhancer": "ACNGAGGTGATATGTGACAGAGCAGTGTTACGGAGTCCGAACATATAATAATTTACATAATGCTAAATGCCTCTCTGTCATCAGTCTACCTTCTATGATGAGACACTTTCCAGTATCGACTTACAGATTCAGAGACGCTTGTCTGCCTCTACACCCGAAGGATTCGAACCCTCGGATTTCAGCGTAATAATGAAATATTTACAACAGCAAGATTCCGAGAATTACGGTATATTGTTCTTGTTGGAAATACAGCGGGGGTACAAGGCACAATCCTAGTAGACCCAGCTCTCGCTTATTCGCGCGAATCCCGCTCTTCACAGTCTATTACGCTCTAACGGTGTTGTTTGAGTACGAACCATTTCTCGGGCTGGAGGTCAATGCCGATTTATCGTCCGAAATGGCATCGTAGTTTGAAAATAATGGTGAATACGCCGGGCAGAATCCAACTAAGTAGGCGTGTTACCGTGTACTCTAAGTTTTTCCTGTACAGAGAGTATTAATCATGTTTGTTGCAAATGAGAAGTGCCGCTCACGATATTATGACCGTCTCCTGCGTATTTAGCGGACCTGCACAGAATGTACCAAGGCCAGTACTGTATG", "method": "ctrl_dna"}
|
In/training_log.jsonl
ADDED
|
@@ -0,0 +1,180 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"step": 210, "loss": -11.124324798583984, "reward_mean": 0.0012218564515933394, "constraint_violation_mean": 0.11902892589569092, "lambda_max": 0.033953022211790085, "lambda_mean": 0.011443647556006908, "elapsed_s": 4.3}
|
| 2 |
+
{"step": 220, "loss": -19.400638580322266, "reward_mean": 0.24762952327728271, "constraint_violation_mean": 0.08370575308799744, "lambda_max": 0.06933809816837311, "lambda_mean": 0.021998971700668335, "elapsed_s": 7.6}
|
| 3 |
+
{"step": 230, "loss": -36.060218811035156, "reward_mean": 0.0018274093745276332, "constraint_violation_mean": 0.07834988087415695, "lambda_max": 0.09933171421289444, "lambda_mean": 0.03042171522974968, "elapsed_s": 11.1}
|
| 4 |
+
{"step": 240, "loss": -50.21787643432617, "reward_mean": 0.0020077696535736322, "constraint_violation_mean": 0.14795644581317902, "lambda_max": 0.13341575860977173, "lambda_mean": 0.04111179709434509, "elapsed_s": 14.4}
|
| 5 |
+
{"step": 250, "loss": -48.82952880859375, "reward_mean": 0.0008588384371250868, "constraint_violation_mean": 0.11694019287824631, "lambda_max": 0.17260302603244781, "lambda_mean": 0.05191895365715027, "elapsed_s": 17.7}
|
| 6 |
+
{"step": 260, "loss": -113.12930297851562, "reward_mean": 0.1299266517162323, "constraint_violation_mean": 0.14776042103767395, "lambda_max": 0.20780929923057556, "lambda_mean": 0.06172101944684982, "elapsed_s": 22.1}
|
| 7 |
+
{"step": 270, "loss": -95.63568115234375, "reward_mean": 0.3667353093624115, "constraint_violation_mean": 0.08423613756895065, "lambda_max": 0.24434275925159454, "lambda_mean": 0.07332350313663483, "elapsed_s": 25.6}
|
| 8 |
+
{"step": 280, "loss": -64.00238037109375, "reward_mean": 0.15841272473335266, "constraint_violation_mean": 0.0488818883895874, "lambda_max": 0.27787381410598755, "lambda_mean": 0.08380919694900513, "elapsed_s": 29.0}
|
| 9 |
+
{"step": 290, "loss": -146.4014892578125, "reward_mean": 0.09666116535663605, "constraint_violation_mean": 0.1409509778022766, "lambda_max": 0.30780652165412903, "lambda_mean": 0.09330402314662933, "elapsed_s": 32.4}
|
| 10 |
+
{"step": 300, "loss": -112.66659545898438, "reward_mean": 0.18571725487709045, "constraint_violation_mean": 0.09887608885765076, "lambda_max": 0.34605884552001953, "lambda_mean": 0.10523411631584167, "elapsed_s": 35.8}
|
| 11 |
+
{"step": 310, "loss": -127.93023681640625, "reward_mean": 0.0031147252302616835, "constraint_violation_mean": 0.1230965256690979, "lambda_max": 0.38602426648139954, "lambda_mean": 0.11683611571788788, "elapsed_s": 39.1}
|
| 12 |
+
{"step": 320, "loss": -213.50167846679688, "reward_mean": 0.20390725135803223, "constraint_violation_mean": 0.16863957047462463, "lambda_max": 0.4239959418773651, "lambda_mean": 0.12815771996974945, "elapsed_s": 42.4}
|
| 13 |
+
{"step": 330, "loss": -132.79498291015625, "reward_mean": 0.3174496293067932, "constraint_violation_mean": 0.07222693413496017, "lambda_max": 0.46450352668762207, "lambda_mean": 0.13977764546871185, "elapsed_s": 45.8}
|
| 14 |
+
{"step": 340, "loss": -269.81292724609375, "reward_mean": 0.06548154354095459, "constraint_violation_mean": 0.13234499096870422, "lambda_max": 0.501842737197876, "lambda_mean": 0.15133154392242432, "elapsed_s": 49.1}
|
| 15 |
+
{"step": 350, "loss": -245.84976196289062, "reward_mean": 9.133690036833286e-05, "constraint_violation_mean": 0.13143785297870636, "lambda_max": 0.5374340415000916, "lambda_mean": 0.16047880053520203, "elapsed_s": 52.5}
|
| 16 |
+
{"step": 360, "loss": -268.8045654296875, "reward_mean": 0.021158447489142418, "constraint_violation_mean": 0.13302753865718842, "lambda_max": 0.5806177854537964, "lambda_mean": 0.17350523173809052, "elapsed_s": 56.7}
|
| 17 |
+
{"step": 370, "loss": -103.0333480834961, "reward_mean": 0.0626457929611206, "constraint_violation_mean": 0.06440837681293488, "lambda_max": 0.617354691028595, "lambda_mean": 0.18483993411064148, "elapsed_s": 60.1}
|
| 18 |
+
{"step": 380, "loss": -173.829345703125, "reward_mean": 0.12217291444540024, "constraint_violation_mean": 0.07197237014770508, "lambda_max": 0.6532598733901978, "lambda_mean": 0.1950310915708542, "elapsed_s": 63.4}
|
| 19 |
+
{"step": 390, "loss": -187.0240020751953, "reward_mean": 0.238192617893219, "constraint_violation_mean": 0.10011956095695496, "lambda_max": 0.6854074597358704, "lambda_mean": 0.20523527264595032, "elapsed_s": 66.8}
|
| 20 |
+
{"step": 400, "loss": -275.27203369140625, "reward_mean": 0.16318711638450623, "constraint_violation_mean": 0.09135963022708893, "lambda_max": 0.7228695154190063, "lambda_mean": 0.21566884219646454, "elapsed_s": 70.2}
|
| 21 |
+
{"step": 410, "loss": -219.59324645996094, "reward_mean": 0.11951421946287155, "constraint_violation_mean": 0.09112199395895004, "lambda_max": 0.748760998249054, "lambda_mean": 0.22463653981685638, "elapsed_s": 313.3}
|
| 22 |
+
{"step": 420, "loss": -270.08135986328125, "reward_mean": 0.009764032438397408, "constraint_violation_mean": 0.12152881920337677, "lambda_max": 0.7804356813430786, "lambda_mean": 0.23622044920921326, "elapsed_s": 316.6}
|
| 23 |
+
{"step": 430, "loss": -453.34375, "reward_mean": 0.12182144820690155, "constraint_violation_mean": 0.13090170919895172, "lambda_max": 0.8169286251068115, "lambda_mean": 0.24853357672691345, "elapsed_s": 320.0}
|
| 24 |
+
{"step": 440, "loss": -274.8674621582031, "reward_mean": 0.005023879464715719, "constraint_violation_mean": 0.0749816820025444, "lambda_max": 0.8523901700973511, "lambda_mean": 0.2600567936897278, "elapsed_s": 323.4}
|
| 25 |
+
{"step": 450, "loss": -299.40032958984375, "reward_mean": 0.0015239694621413946, "constraint_violation_mean": 0.12180469930171967, "lambda_max": 0.8851349353790283, "lambda_mean": 0.2716197371482849, "elapsed_s": 326.7}
|
| 26 |
+
{"step": 460, "loss": -454.26708984375, "reward_mean": 0.10801514238119125, "constraint_violation_mean": 0.17316573858261108, "lambda_max": 0.9224669337272644, "lambda_mean": 0.2840508222579956, "elapsed_s": 330.0}
|
| 27 |
+
{"step": 470, "loss": -175.1588134765625, "reward_mean": 0.25746190547943115, "constraint_violation_mean": 0.09520557522773743, "lambda_max": 0.9605221152305603, "lambda_mean": 0.2943840026855469, "elapsed_s": 333.3}
|
| 28 |
+
{"step": 480, "loss": -424.56396484375, "reward_mean": 0.12240312248468399, "constraint_violation_mean": 0.10373389720916748, "lambda_max": 0.9944382309913635, "lambda_mean": 0.30537861585617065, "elapsed_s": 336.7}
|
| 29 |
+
{"step": 490, "loss": -327.07684326171875, "reward_mean": 0.25642669200897217, "constraint_violation_mean": 0.08388837426900864, "lambda_max": 1.0233210325241089, "lambda_mean": 0.3141799569129944, "elapsed_s": 340.1}
|
| 30 |
+
{"step": 500, "loss": -346.6364440917969, "reward_mean": 0.12415260076522827, "constraint_violation_mean": 0.0925777480006218, "lambda_max": 1.0564141273498535, "lambda_mean": 0.3262990117073059, "elapsed_s": 343.4}
|
| 31 |
+
{"step": 510, "loss": -338.4224548339844, "reward_mean": 0.00017974204092752188, "constraint_violation_mean": 0.0925523042678833, "lambda_max": 1.093705177307129, "lambda_mean": 0.3364388942718506, "elapsed_s": 347.1}
|
| 32 |
+
{"step": 520, "loss": -583.6416015625, "reward_mean": 0.24730107188224792, "constraint_violation_mean": 0.14355166256427765, "lambda_max": 1.1330957412719727, "lambda_mean": 0.3481326103210449, "elapsed_s": 350.5}
|
| 33 |
+
{"step": 530, "loss": -458.9834289550781, "reward_mean": 0.10752381384372711, "constraint_violation_mean": 0.08401918411254883, "lambda_max": 1.1710644960403442, "lambda_mean": 0.3579918146133423, "elapsed_s": 353.9}
|
| 34 |
+
{"step": 540, "loss": -320.6678466796875, "reward_mean": 0.10759790986776352, "constraint_violation_mean": 0.07114636898040771, "lambda_max": 1.2036184072494507, "lambda_mean": 0.36849233508110046, "elapsed_s": 357.3}
|
| 35 |
+
{"step": 550, "loss": -241.45712280273438, "reward_mean": 0.0013953574234619737, "constraint_violation_mean": 0.055761851370334625, "lambda_max": 1.24150812625885, "lambda_mean": 0.37870141863822937, "elapsed_s": 360.7}
|
| 36 |
+
{"step": 560, "loss": -769.5604248046875, "reward_mean": 0.00015696413174737245, "constraint_violation_mean": 0.15754999220371246, "lambda_max": 1.2746907472610474, "lambda_mean": 0.38866326212882996, "elapsed_s": 364.1}
|
| 37 |
+
{"step": 570, "loss": -379.30072021484375, "reward_mean": 9.236385267286096e-06, "constraint_violation_mean": 0.0897875651717186, "lambda_max": 1.3039040565490723, "lambda_mean": 0.39939457178115845, "elapsed_s": 367.5}
|
| 38 |
+
{"step": 580, "loss": -146.69894409179688, "reward_mean": 0.4483189582824707, "constraint_violation_mean": 0.03894653916358948, "lambda_max": 1.337935447692871, "lambda_mean": 0.4082109332084656, "elapsed_s": 370.8}
|
| 39 |
+
{"step": 590, "loss": -366.60491943359375, "reward_mean": 0.1360936164855957, "constraint_violation_mean": 0.13014057278633118, "lambda_max": 1.367146372795105, "lambda_mean": 0.4189021587371826, "elapsed_s": 374.2}
|
| 40 |
+
{"step": 600, "loss": -364.44390869140625, "reward_mean": 0.2686082720756531, "constraint_violation_mean": 0.10444056242704391, "lambda_max": 1.3954390287399292, "lambda_mean": 0.42904484272003174, "elapsed_s": 377.6}
|
| 41 |
+
{"step": 610, "loss": -226.29940795898438, "reward_mean": 0.00015464567695744336, "constraint_violation_mean": 0.0791495144367218, "lambda_max": 1.4294987916946411, "lambda_mean": 0.4410582184791565, "elapsed_s": 640.7}
|
| 42 |
+
{"step": 620, "loss": -421.07562255859375, "reward_mean": 0.12302344292402267, "constraint_violation_mean": 0.08749188482761383, "lambda_max": 1.4670852422714233, "lambda_mean": 0.4536275267601013, "elapsed_s": 644.3}
|
| 43 |
+
{"step": 630, "loss": -617.2145385742188, "reward_mean": 0.09662017226219177, "constraint_violation_mean": 0.16136734187602997, "lambda_max": 1.493369460105896, "lambda_mean": 0.46329689025878906, "elapsed_s": 647.6}
|
| 44 |
+
{"step": 640, "loss": -529.6322021484375, "reward_mean": 1.49302704812726e-05, "constraint_violation_mean": 0.09217523038387299, "lambda_max": 1.5260372161865234, "lambda_mean": 0.4737202823162079, "elapsed_s": 650.9}
|
| 45 |
+
{"step": 650, "loss": -853.9056396484375, "reward_mean": 0.04581542685627937, "constraint_violation_mean": 0.2168223261833191, "lambda_max": 1.5538432598114014, "lambda_mean": 0.4836631715297699, "elapsed_s": 654.3}
|
| 46 |
+
{"step": 660, "loss": -526.036865234375, "reward_mean": 0.1383579820394516, "constraint_violation_mean": 0.10991506278514862, "lambda_max": 1.5779809951782227, "lambda_mean": 0.4914143979549408, "elapsed_s": 657.6}
|
| 47 |
+
{"step": 670, "loss": -330.050048828125, "reward_mean": 0.0010867652017623186, "constraint_violation_mean": 0.09150931239128113, "lambda_max": 1.6151738166809082, "lambda_mean": 0.5037151575088501, "elapsed_s": 660.9}
|
| 48 |
+
{"step": 680, "loss": -349.5968933105469, "reward_mean": 0.22798624634742737, "constraint_violation_mean": 0.0960102528333664, "lambda_max": 1.6431537866592407, "lambda_mean": 0.514157772064209, "elapsed_s": 664.3}
|
| 49 |
+
{"step": 690, "loss": -384.1717529296875, "reward_mean": 0.12471281737089157, "constraint_violation_mean": 0.06712927669286728, "lambda_max": 1.6743690967559814, "lambda_mean": 0.5245391726493835, "elapsed_s": 667.6}
|
| 50 |
+
{"step": 700, "loss": -345.41217041015625, "reward_mean": 0.1256791651248932, "constraint_violation_mean": 0.0757245346903801, "lambda_max": 1.7119758129119873, "lambda_mean": 0.5371443033218384, "elapsed_s": 670.9}
|
| 51 |
+
{"step": 710, "loss": -706.8931884765625, "reward_mean": 1.081247773981886e-06, "constraint_violation_mean": 0.08863615989685059, "lambda_max": 1.7506142854690552, "lambda_mean": 0.5472532510757446, "elapsed_s": 674.3}
|
| 52 |
+
{"step": 720, "loss": -523.5413818359375, "reward_mean": 0.07962489873170853, "constraint_violation_mean": 0.06475503742694855, "lambda_max": 1.786573052406311, "lambda_mean": 0.557203471660614, "elapsed_s": 677.7}
|
| 53 |
+
{"step": 730, "loss": -521.27880859375, "reward_mean": 0.2887694537639618, "constraint_violation_mean": 0.05948750674724579, "lambda_max": 1.8297131061553955, "lambda_mean": 0.5699460506439209, "elapsed_s": 681.0}
|
| 54 |
+
{"step": 740, "loss": -795.45068359375, "reward_mean": 0.11146630346775055, "constraint_violation_mean": 0.12336929142475128, "lambda_max": 1.8653146028518677, "lambda_mean": 0.5814566612243652, "elapsed_s": 684.3}
|
| 55 |
+
{"step": 750, "loss": -310.77557373046875, "reward_mean": 0.12252341955900192, "constraint_violation_mean": 0.08171862363815308, "lambda_max": 1.8997771739959717, "lambda_mean": 0.5915498733520508, "elapsed_s": 687.6}
|
| 56 |
+
{"step": 760, "loss": -814.0861206054688, "reward_mean": 0.12575235962867737, "constraint_violation_mean": 0.16065242886543274, "lambda_max": 1.9404802322387695, "lambda_mean": 0.60411137342453, "elapsed_s": 690.9}
|
| 57 |
+
{"step": 770, "loss": -1202.9947509765625, "reward_mean": 0.000748236256185919, "constraint_violation_mean": 0.1522071659564972, "lambda_max": 1.9769166707992554, "lambda_mean": 0.6158660054206848, "elapsed_s": 694.3}
|
| 58 |
+
{"step": 780, "loss": -503.42657470703125, "reward_mean": 0.0002547584299463779, "constraint_violation_mean": 0.06757935881614685, "lambda_max": 2.0163681507110596, "lambda_mean": 0.6262810230255127, "elapsed_s": 697.7}
|
| 59 |
+
{"step": 790, "loss": -454.772216796875, "reward_mean": 0.2408435344696045, "constraint_violation_mean": 0.09825636446475983, "lambda_max": 2.0438621044158936, "lambda_mean": 0.6360964775085449, "elapsed_s": 701.1}
|
| 60 |
+
{"step": 800, "loss": -239.7887725830078, "reward_mean": 0.12425319105386734, "constraint_violation_mean": 0.07115820050239563, "lambda_max": 2.070133686065674, "lambda_mean": 0.6462569236755371, "elapsed_s": 704.5}
|
| 61 |
+
{"step": 810, "loss": -749.7684326171875, "reward_mean": 4.400464604259469e-06, "constraint_violation_mean": 0.1520089954137802, "lambda_max": 2.0986545085906982, "lambda_mean": 0.6558794975280762, "elapsed_s": 872.6}
|
| 62 |
+
{"step": 820, "loss": -629.6333618164062, "reward_mean": 0.04747208580374718, "constraint_violation_mean": 0.0838111862540245, "lambda_max": 2.139976978302002, "lambda_mean": 0.6688746213912964, "elapsed_s": 875.2}
|
| 63 |
+
{"step": 830, "loss": -733.1900634765625, "reward_mean": 0.2433241903781891, "constraint_violation_mean": 0.09098605811595917, "lambda_max": 2.170611619949341, "lambda_mean": 0.6783494353294373, "elapsed_s": 878.6}
|
| 64 |
+
{"step": 840, "loss": -1142.80126953125, "reward_mean": 6.12775984336622e-05, "constraint_violation_mean": 0.15830011665821075, "lambda_max": 2.1986584663391113, "lambda_mean": 0.6888200640678406, "elapsed_s": 881.9}
|
| 65 |
+
{"step": 850, "loss": -661.2326049804688, "reward_mean": 0.12313967943191528, "constraint_violation_mean": 0.1806916445493698, "lambda_max": 2.230609655380249, "lambda_mean": 0.699629545211792, "elapsed_s": 885.2}
|
| 66 |
+
{"step": 860, "loss": -932.64111328125, "reward_mean": 0.06040915846824646, "constraint_violation_mean": 0.11134599149227142, "lambda_max": 2.265350103378296, "lambda_mean": 0.7111822962760925, "elapsed_s": 888.5}
|
| 67 |
+
{"step": 870, "loss": -1153.666748046875, "reward_mean": 0.2314857393503189, "constraint_violation_mean": 0.15685054659843445, "lambda_max": 2.2954092025756836, "lambda_mean": 0.7214914560317993, "elapsed_s": 891.9}
|
| 68 |
+
{"step": 880, "loss": -471.87884521484375, "reward_mean": 0.10174234211444855, "constraint_violation_mean": 0.042377062141895294, "lambda_max": 2.3265879154205322, "lambda_mean": 0.7321600914001465, "elapsed_s": 895.3}
|
| 69 |
+
{"step": 890, "loss": -971.5599365234375, "reward_mean": 0.1649545282125473, "constraint_violation_mean": 0.12944109737873077, "lambda_max": 2.3577980995178223, "lambda_mean": 0.7449883818626404, "elapsed_s": 898.6}
|
| 70 |
+
{"step": 900, "loss": -52.46400451660156, "reward_mean": 0.11657152324914932, "constraint_violation_mean": 0.025047611445188522, "lambda_max": 2.387824058532715, "lambda_mean": 0.7545112371444702, "elapsed_s": 902.0}
|
| 71 |
+
{"step": 910, "loss": -791.9199829101562, "reward_mean": 0.32353347539901733, "constraint_violation_mean": 0.1273423731327057, "lambda_max": 2.413633346557617, "lambda_mean": 0.7633880376815796, "elapsed_s": 905.3}
|
| 72 |
+
{"step": 920, "loss": -949.2378540039062, "reward_mean": 7.698166655245586e-07, "constraint_violation_mean": 0.15498468279838562, "lambda_max": 2.4456090927124023, "lambda_mean": 0.7744104266166687, "elapsed_s": 908.6}
|
| 73 |
+
{"step": 930, "loss": -1295.839599609375, "reward_mean": 0.004352672025561333, "constraint_violation_mean": 0.23966163396835327, "lambda_max": 2.4796581268310547, "lambda_mean": 0.7864404916763306, "elapsed_s": 911.9}
|
| 74 |
+
{"step": 940, "loss": -949.085693359375, "reward_mean": 0.15501226484775543, "constraint_violation_mean": 0.11798741668462753, "lambda_max": 2.5131614208221436, "lambda_mean": 0.7974853515625, "elapsed_s": 915.2}
|
| 75 |
+
{"step": 950, "loss": -617.358154296875, "reward_mean": 0.1990942358970642, "constraint_violation_mean": 0.11097021400928497, "lambda_max": 2.545736312866211, "lambda_mean": 0.8084267377853394, "elapsed_s": 918.6}
|
| 76 |
+
{"step": 960, "loss": -849.274658203125, "reward_mean": 0.18909518420696259, "constraint_violation_mean": 0.06731415539979935, "lambda_max": 2.5818936824798584, "lambda_mean": 0.8199342489242554, "elapsed_s": 921.9}
|
| 77 |
+
{"step": 970, "loss": -759.1651611328125, "reward_mean": 9.067383507499471e-05, "constraint_violation_mean": 0.08752384036779404, "lambda_max": 2.6070144176483154, "lambda_mean": 0.8286656737327576, "elapsed_s": 925.3}
|
| 78 |
+
{"step": 980, "loss": -1147.755859375, "reward_mean": 0.12001495808362961, "constraint_violation_mean": 0.13171541690826416, "lambda_max": 2.6385414600372314, "lambda_mean": 0.8384231328964233, "elapsed_s": 928.6}
|
| 79 |
+
{"step": 990, "loss": -1016.3963623046875, "reward_mean": 0.08475320786237717, "constraint_violation_mean": 0.11240236461162567, "lambda_max": 2.6720097064971924, "lambda_mean": 0.8489149808883667, "elapsed_s": 932.0}
|
| 80 |
+
{"step": 1000, "loss": -870.0877075195312, "reward_mean": 0.14003141224384308, "constraint_violation_mean": 0.11494240164756775, "lambda_max": 2.7035608291625977, "lambda_mean": 0.8586151599884033, "elapsed_s": 935.4}
|
| 81 |
+
{"step": 1010, "loss": -621.010498046875, "reward_mean": 0.0016852312255650759, "constraint_violation_mean": 0.06702108681201935, "lambda_max": 2.7369136810302734, "lambda_mean": 0.8701712489128113, "elapsed_s": 1168.9}
|
| 82 |
+
{"step": 1020, "loss": -610.7061767578125, "reward_mean": 0.20561441779136658, "constraint_violation_mean": 0.059626445174217224, "lambda_max": 2.7638769149780273, "lambda_mean": 0.881054162979126, "elapsed_s": 1172.2}
|
| 83 |
+
{"step": 1030, "loss": -961.9365234375, "reward_mean": 0.11087062209844589, "constraint_violation_mean": 0.09829148650169373, "lambda_max": 2.799678087234497, "lambda_mean": 0.8924766778945923, "elapsed_s": 1175.6}
|
| 84 |
+
{"step": 1040, "loss": -951.9785766601562, "reward_mean": 0.06302735209465027, "constraint_violation_mean": 0.07015956193208694, "lambda_max": 2.8353023529052734, "lambda_mean": 0.9026403427124023, "elapsed_s": 1178.9}
|
| 85 |
+
{"step": 1050, "loss": -1196.822265625, "reward_mean": 0.12245591729879379, "constraint_violation_mean": 0.10675110667943954, "lambda_max": 2.8688879013061523, "lambda_mean": 0.9135565757751465, "elapsed_s": 1182.2}
|
| 86 |
+
{"step": 1060, "loss": -938.7864990234375, "reward_mean": 0.09400765597820282, "constraint_violation_mean": 0.11284639686346054, "lambda_max": 2.9053890705108643, "lambda_mean": 0.9244611263275146, "elapsed_s": 1185.6}
|
| 87 |
+
{"step": 1070, "loss": -755.71435546875, "reward_mean": 0.0006239622598513961, "constraint_violation_mean": 0.10021360963582993, "lambda_max": 2.9334323406219482, "lambda_mean": 0.9347933530807495, "elapsed_s": 1188.9}
|
| 88 |
+
{"step": 1080, "loss": -1070.179443359375, "reward_mean": 0.12616322934627533, "constraint_violation_mean": 0.10518001019954681, "lambda_max": 2.967909097671509, "lambda_mean": 0.9456166625022888, "elapsed_s": 1192.3}
|
| 89 |
+
{"step": 1090, "loss": -683.5751342773438, "reward_mean": 0.23168401420116425, "constraint_violation_mean": 0.07318244129419327, "lambda_max": 2.9903910160064697, "lambda_mean": 0.9549409747123718, "elapsed_s": 1195.6}
|
| 90 |
+
{"step": 1100, "loss": -1117.6287841796875, "reward_mean": 0.13704310357570648, "constraint_violation_mean": 0.08545219898223877, "lambda_max": 3.0198192596435547, "lambda_mean": 0.9637116193771362, "elapsed_s": 1198.9}
|
| 91 |
+
{"step": 1110, "loss": -595.7696533203125, "reward_mean": 0.12373368442058563, "constraint_violation_mean": 0.06746937334537506, "lambda_max": 3.053942918777466, "lambda_mean": 0.9750022292137146, "elapsed_s": 1202.7}
|
| 92 |
+
{"step": 1120, "loss": -983.3472900390625, "reward_mean": 0.00013456674059852958, "constraint_violation_mean": 0.1017695888876915, "lambda_max": 3.0834240913391113, "lambda_mean": 0.986442506313324, "elapsed_s": 1206.0}
|
| 93 |
+
{"step": 1130, "loss": -734.41796875, "reward_mean": 0.0002650367096066475, "constraint_violation_mean": 0.11144423484802246, "lambda_max": 3.1071531772613525, "lambda_mean": 0.9962166547775269, "elapsed_s": 1209.0}
|
| 94 |
+
{"step": 1140, "loss": -995.4332275390625, "reward_mean": 0.24378074705600739, "constraint_violation_mean": 0.06421086192131042, "lambda_max": 3.1408941745758057, "lambda_mean": 1.006582260131836, "elapsed_s": 1212.3}
|
| 95 |
+
{"step": 1150, "loss": -1045.630859375, "reward_mean": 0.12201183289289474, "constraint_violation_mean": 0.12477188557386398, "lambda_max": 3.168428897857666, "lambda_mean": 1.0169345140457153, "elapsed_s": 1215.6}
|
| 96 |
+
{"step": 1160, "loss": -509.55322265625, "reward_mean": 0.01872388832271099, "constraint_violation_mean": 0.07692034542560577, "lambda_max": 3.1984009742736816, "lambda_mean": 1.0276110172271729, "elapsed_s": 1218.9}
|
| 97 |
+
{"step": 1170, "loss": -1341.1700439453125, "reward_mean": 0.1594638228416443, "constraint_violation_mean": 0.14543236792087555, "lambda_max": 3.2319109439849854, "lambda_mean": 1.0388621091842651, "elapsed_s": 1222.2}
|
| 98 |
+
{"step": 1180, "loss": -1535.7515869140625, "reward_mean": 0.0013080681674182415, "constraint_violation_mean": 0.12846247851848602, "lambda_max": 3.266329765319824, "lambda_mean": 1.0507606267929077, "elapsed_s": 1225.5}
|
| 99 |
+
{"step": 1190, "loss": -876.890380859375, "reward_mean": 6.971845323278103e-06, "constraint_violation_mean": 0.06734490394592285, "lambda_max": 3.294786214828491, "lambda_mean": 1.060246467590332, "elapsed_s": 1228.9}
|
| 100 |
+
{"step": 1200, "loss": -1210.598876953125, "reward_mean": 0.000583826913498342, "constraint_violation_mean": 0.12633201479911804, "lambda_max": 3.3181991577148438, "lambda_mean": 1.0685515403747559, "elapsed_s": 1232.2}
|
| 101 |
+
{"step": 1210, "loss": -447.5641174316406, "reward_mean": 0.12637463212013245, "constraint_violation_mean": 0.05159905552864075, "lambda_max": 3.345737934112549, "lambda_mean": 1.0785043239593506, "elapsed_s": 1378.0}
|
| 102 |
+
{"step": 1220, "loss": -1008.6239624023438, "reward_mean": 0.11407603323459625, "constraint_violation_mean": 0.07997245341539383, "lambda_max": 3.372393846511841, "lambda_mean": 1.0870840549468994, "elapsed_s": 1381.4}
|
| 103 |
+
{"step": 1230, "loss": -974.0521240234375, "reward_mean": 0.12199754267930984, "constraint_violation_mean": 0.11028008162975311, "lambda_max": 3.4048736095428467, "lambda_mean": 1.0977568626403809, "elapsed_s": 1384.8}
|
| 104 |
+
{"step": 1240, "loss": -1389.8128662109375, "reward_mean": 1.6364728026019293e-06, "constraint_violation_mean": 0.12857577204704285, "lambda_max": 3.44511079788208, "lambda_mean": 1.1100013256072998, "elapsed_s": 1388.2}
|
| 105 |
+
{"step": 1250, "loss": -1074.392578125, "reward_mean": 0.2511730492115021, "constraint_violation_mean": 0.12243956327438354, "lambda_max": 3.4687678813934326, "lambda_mean": 1.1195321083068848, "elapsed_s": 1391.7}
|
| 106 |
+
{"step": 1260, "loss": -1065.169921875, "reward_mean": 0.12438540160655975, "constraint_violation_mean": 0.08992944657802582, "lambda_max": 3.505772590637207, "lambda_mean": 1.1309255361557007, "elapsed_s": 1394.9}
|
| 107 |
+
{"step": 1270, "loss": -1534.63623046875, "reward_mean": 0.08790414035320282, "constraint_violation_mean": 0.12097086757421494, "lambda_max": 3.5425987243652344, "lambda_mean": 1.142573356628418, "elapsed_s": 1398.3}
|
| 108 |
+
{"step": 1280, "loss": -1518.1572265625, "reward_mean": 0.00025342300068587065, "constraint_violation_mean": 0.20858685672283173, "lambda_max": 3.5700151920318604, "lambda_mean": 1.1542062759399414, "elapsed_s": 1401.7}
|
| 109 |
+
{"step": 1290, "loss": -978.5299682617188, "reward_mean": 1.6213893104577437e-05, "constraint_violation_mean": 0.08427533507347107, "lambda_max": 3.59840989112854, "lambda_mean": 1.1644078493118286, "elapsed_s": 1405.3}
|
| 110 |
+
{"step": 1300, "loss": -1403.2352294921875, "reward_mean": 0.10631304234266281, "constraint_violation_mean": 0.11951300501823425, "lambda_max": 3.6311583518981934, "lambda_mean": 1.1742721796035767, "elapsed_s": 1408.6}
|
| 111 |
+
{"step": 1310, "loss": -1360.7020263671875, "reward_mean": 0.010804574936628342, "constraint_violation_mean": 0.09836553782224655, "lambda_max": 3.6629223823547363, "lambda_mean": 1.1839839220046997, "elapsed_s": 1411.9}
|
| 112 |
+
{"step": 1320, "loss": -1609.484375, "reward_mean": 0.22001402080059052, "constraint_violation_mean": 0.11561532318592072, "lambda_max": 3.6933505535125732, "lambda_mean": 1.1962330341339111, "elapsed_s": 1415.3}
|
| 113 |
+
{"step": 1330, "loss": -1207.4329833984375, "reward_mean": 0.005414802581071854, "constraint_violation_mean": 0.1079203337430954, "lambda_max": 3.723694324493408, "lambda_mean": 1.205397129058838, "elapsed_s": 1418.7}
|
| 114 |
+
{"step": 1340, "loss": -884.7583618164062, "reward_mean": 0.009965428151190281, "constraint_violation_mean": 0.06195621192455292, "lambda_max": 3.7481532096862793, "lambda_mean": 1.2132495641708374, "elapsed_s": 1422.1}
|
| 115 |
+
{"step": 1350, "loss": -1767.5299072265625, "reward_mean": 0.0010228150058537722, "constraint_violation_mean": 0.12450715899467468, "lambda_max": 3.7818076610565186, "lambda_mean": 1.2241270542144775, "elapsed_s": 1425.5}
|
| 116 |
+
{"step": 1360, "loss": -2117.3212890625, "reward_mean": 0.24617049098014832, "constraint_violation_mean": 0.1480497419834137, "lambda_max": 3.8126492500305176, "lambda_mean": 1.2344354391098022, "elapsed_s": 1428.9}
|
| 117 |
+
{"step": 1370, "loss": -1445.70263671875, "reward_mean": 0.12129572778940201, "constraint_violation_mean": 0.18707174062728882, "lambda_max": 3.8376595973968506, "lambda_mean": 1.2450718879699707, "elapsed_s": 1432.3}
|
| 118 |
+
{"step": 1380, "loss": -1020.8519287109375, "reward_mean": 0.019431287422776222, "constraint_violation_mean": 0.07985471189022064, "lambda_max": 3.870516300201416, "lambda_mean": 1.255922555923462, "elapsed_s": 1435.8}
|
| 119 |
+
{"step": 1390, "loss": -1168.5533447265625, "reward_mean": 0.14258292317390442, "constraint_violation_mean": 0.12569496035575867, "lambda_max": 3.8927698135375977, "lambda_mean": 1.2655380964279175, "elapsed_s": 1439.2}
|
| 120 |
+
{"step": 1400, "loss": -598.932373046875, "reward_mean": 0.11083129048347473, "constraint_violation_mean": 0.11070623248815536, "lambda_max": 3.9282455444335938, "lambda_mean": 1.2778599262237549, "elapsed_s": 1442.6}
|
| 121 |
+
{"step": 1410, "loss": -1372.2784423828125, "reward_mean": 0.05344294384121895, "constraint_violation_mean": 0.08780892193317413, "lambda_max": 3.9554860591888428, "lambda_mean": 1.2881110906600952, "elapsed_s": 1702.7}
|
| 122 |
+
{"step": 1420, "loss": -989.722900390625, "reward_mean": 0.00037154892925173044, "constraint_violation_mean": 0.0844554603099823, "lambda_max": 3.9785938262939453, "lambda_mean": 1.298456072807312, "elapsed_s": 1706.1}
|
| 123 |
+
{"step": 1430, "loss": -752.288818359375, "reward_mean": 0.0007483206572942436, "constraint_violation_mean": 0.07035611569881439, "lambda_max": 4.01380729675293, "lambda_mean": 1.3085883855819702, "elapsed_s": 1709.5}
|
| 124 |
+
{"step": 1440, "loss": -1135.875244140625, "reward_mean": 0.1266256421804428, "constraint_violation_mean": 0.099403016269207, "lambda_max": 4.0418620109558105, "lambda_mean": 1.3178378343582153, "elapsed_s": 1712.8}
|
| 125 |
+
{"step": 1450, "loss": -1397.41357421875, "reward_mean": 0.12366916239261627, "constraint_violation_mean": 0.09360820055007935, "lambda_max": 4.073633193969727, "lambda_mean": 1.3285752534866333, "elapsed_s": 1716.2}
|
| 126 |
+
{"step": 1460, "loss": -856.1406860351562, "reward_mean": 7.278773409780115e-05, "constraint_violation_mean": 0.08930554240942001, "lambda_max": 4.098753929138184, "lambda_mean": 1.338058352470398, "elapsed_s": 1719.5}
|
| 127 |
+
{"step": 1470, "loss": -1486.0482177734375, "reward_mean": 0.11187320947647095, "constraint_violation_mean": 0.1257801055908203, "lambda_max": 4.126816749572754, "lambda_mean": 1.347904920578003, "elapsed_s": 1722.9}
|
| 128 |
+
{"step": 1480, "loss": -682.098388671875, "reward_mean": 0.02176964096724987, "constraint_violation_mean": 0.06939950585365295, "lambda_max": 4.155915260314941, "lambda_mean": 1.3584402799606323, "elapsed_s": 1726.2}
|
| 129 |
+
{"step": 1490, "loss": -1515.38037109375, "reward_mean": 2.7152545953867957e-06, "constraint_violation_mean": 0.1104750856757164, "lambda_max": 4.187287330627441, "lambda_mean": 1.3704756498336792, "elapsed_s": 1729.5}
|
| 130 |
+
{"step": 1500, "loss": -556.1829833984375, "reward_mean": 0.24892839789390564, "constraint_violation_mean": 0.06165006011724472, "lambda_max": 4.2125139236450195, "lambda_mean": 1.3796801567077637, "elapsed_s": 1732.8}
|
| 131 |
+
{"step": 1510, "loss": -1587.50146484375, "reward_mean": 0.0003744961286429316, "constraint_violation_mean": 0.09101344645023346, "lambda_max": 4.239752292633057, "lambda_mean": 1.3884239196777344, "elapsed_s": 1736.1}
|
| 132 |
+
{"step": 1520, "loss": -1937.678955078125, "reward_mean": 0.13329234719276428, "constraint_violation_mean": 0.10973869264125824, "lambda_max": 4.274892330169678, "lambda_mean": 1.3993167877197266, "elapsed_s": 1739.5}
|
| 133 |
+
{"step": 1530, "loss": -1880.08349609375, "reward_mean": 0.09049364924430847, "constraint_violation_mean": 0.1170167326927185, "lambda_max": 4.303706169128418, "lambda_mean": 1.409360647201538, "elapsed_s": 1742.8}
|
| 134 |
+
{"step": 1540, "loss": -1158.7542724609375, "reward_mean": 0.06096548214554787, "constraint_violation_mean": 0.06426894664764404, "lambda_max": 4.333525657653809, "lambda_mean": 1.4200999736785889, "elapsed_s": 1746.3}
|
| 135 |
+
{"step": 1550, "loss": -1648.9378662109375, "reward_mean": 0.18768513202667236, "constraint_violation_mean": 0.13774484395980835, "lambda_max": 4.360087871551514, "lambda_mean": 1.428924560546875, "elapsed_s": 1749.7}
|
| 136 |
+
{"step": 1560, "loss": -1908.36328125, "reward_mean": 0.10149127244949341, "constraint_violation_mean": 0.1383792906999588, "lambda_max": 4.3884968757629395, "lambda_mean": 1.4377368688583374, "elapsed_s": 1753.0}
|
| 137 |
+
{"step": 1570, "loss": -961.8432006835938, "reward_mean": 0.24092838168144226, "constraint_violation_mean": 0.09102078527212143, "lambda_max": 4.418021202087402, "lambda_mean": 1.4470336437225342, "elapsed_s": 1755.8}
|
| 138 |
+
{"step": 1580, "loss": -1428.620361328125, "reward_mean": 0.11768220365047455, "constraint_violation_mean": 0.13771365582942963, "lambda_max": 4.454450607299805, "lambda_mean": 1.460898756980896, "elapsed_s": 1758.4}
|
| 139 |
+
{"step": 1590, "loss": -2060.38330078125, "reward_mean": 0.12476777285337448, "constraint_violation_mean": 0.11874910444021225, "lambda_max": 4.48840856552124, "lambda_mean": 1.4712793827056885, "elapsed_s": 1761.0}
|
| 140 |
+
{"step": 1600, "loss": -1136.525634765625, "reward_mean": 5.163473542779684e-05, "constraint_violation_mean": 0.11484860628843307, "lambda_max": 4.512824535369873, "lambda_mean": 1.4821470975875854, "elapsed_s": 1764.9}
|
| 141 |
+
{"step": 1610, "loss": -1332.88916015625, "reward_mean": 0.003706232411786914, "constraint_violation_mean": 0.10252805054187775, "lambda_max": 4.53497314453125, "lambda_mean": 1.491682767868042, "elapsed_s": 2045.6}
|
| 142 |
+
{"step": 1620, "loss": -1897.289306640625, "reward_mean": 0.0014556578826159239, "constraint_violation_mean": 0.16729387640953064, "lambda_max": 4.56503963470459, "lambda_mean": 1.5022728443145752, "elapsed_s": 2049.0}
|
| 143 |
+
{"step": 1630, "loss": -1674.1502685546875, "reward_mean": 0.13894961774349213, "constraint_violation_mean": 0.15319326519966125, "lambda_max": 4.597529888153076, "lambda_mean": 1.5146338939666748, "elapsed_s": 2052.4}
|
| 144 |
+
{"step": 1640, "loss": -1218.385009765625, "reward_mean": 0.11956937611103058, "constraint_violation_mean": 0.11507149785757065, "lambda_max": 4.625779628753662, "lambda_mean": 1.525769591331482, "elapsed_s": 2055.8}
|
| 145 |
+
{"step": 1650, "loss": -804.683349609375, "reward_mean": 0.12185538560152054, "constraint_violation_mean": 0.0608031265437603, "lambda_max": 4.652259349822998, "lambda_mean": 1.5343279838562012, "elapsed_s": 2059.1}
|
| 146 |
+
{"step": 1660, "loss": -1886.7691650390625, "reward_mean": 0.24610686302185059, "constraint_violation_mean": 0.1358274668455124, "lambda_max": 4.683890342712402, "lambda_mean": 1.5453872680664062, "elapsed_s": 2062.5}
|
| 147 |
+
{"step": 1670, "loss": -1038.7354736328125, "reward_mean": 0.0006764628342352808, "constraint_violation_mean": 0.07236886024475098, "lambda_max": 4.716490745544434, "lambda_mean": 1.5556766986846924, "elapsed_s": 2065.9}
|
| 148 |
+
{"step": 1680, "loss": -1518.968994140625, "reward_mean": 0.11348031461238861, "constraint_violation_mean": 0.08372598141431808, "lambda_max": 4.740799903869629, "lambda_mean": 1.5659732818603516, "elapsed_s": 2068.7}
|
| 149 |
+
{"step": 1690, "loss": -889.0577392578125, "reward_mean": 0.13939496874809265, "constraint_violation_mean": 0.05558833107352257, "lambda_max": 4.764846324920654, "lambda_mean": 1.5745675563812256, "elapsed_s": 2071.5}
|
| 150 |
+
{"step": 1700, "loss": -1767.71826171875, "reward_mean": 0.12044509500265121, "constraint_violation_mean": 0.10763990134000778, "lambda_max": 4.792985916137695, "lambda_mean": 1.5839946269989014, "elapsed_s": 2074.3}
|
| 151 |
+
{"step": 1710, "loss": -1774.672119140625, "reward_mean": 0.19290125370025635, "constraint_violation_mean": 0.13079170882701874, "lambda_max": 4.822292804718018, "lambda_mean": 1.5930895805358887, "elapsed_s": 2077.6}
|
| 152 |
+
{"step": 1720, "loss": -1894.60693359375, "reward_mean": 0.12250994890928268, "constraint_violation_mean": 0.14649352431297302, "lambda_max": 4.851179122924805, "lambda_mean": 1.6045289039611816, "elapsed_s": 2080.8}
|
| 153 |
+
{"step": 1730, "loss": -1045.625, "reward_mean": 0.011126749217510223, "constraint_violation_mean": 0.12289535999298096, "lambda_max": 4.876927852630615, "lambda_mean": 1.6154365539550781, "elapsed_s": 2083.6}
|
| 154 |
+
{"step": 1740, "loss": -1919.623779296875, "reward_mean": 0.13582970201969147, "constraint_violation_mean": 0.12320397794246674, "lambda_max": 4.906803607940674, "lambda_mean": 1.6231188774108887, "elapsed_s": 2086.4}
|
| 155 |
+
{"step": 1750, "loss": -2130.305908203125, "reward_mean": 0.12341777980327606, "constraint_violation_mean": 0.138611301779747, "lambda_max": 4.9308247566223145, "lambda_mean": 1.6326613426208496, "elapsed_s": 2089.3}
|
| 156 |
+
{"step": 1760, "loss": -1374.01611328125, "reward_mean": 0.12707777321338654, "constraint_violation_mean": 0.05892857909202576, "lambda_max": 4.962690830230713, "lambda_mean": 1.6425094604492188, "elapsed_s": 2092.1}
|
| 157 |
+
{"step": 1770, "loss": -1756.517333984375, "reward_mean": 0.13606274127960205, "constraint_violation_mean": 0.07159432023763657, "lambda_max": 4.996227264404297, "lambda_mean": 1.652372121810913, "elapsed_s": 2095.0}
|
| 158 |
+
{"step": 1780, "loss": -1752.5299072265625, "reward_mean": 0.11854225397109985, "constraint_violation_mean": 0.12849882245063782, "lambda_max": 5.021571159362793, "lambda_mean": 1.6612262725830078, "elapsed_s": 2097.9}
|
| 159 |
+
{"step": 1790, "loss": -1145.287109375, "reward_mean": 0.009405351243913174, "constraint_violation_mean": 0.08828975260257721, "lambda_max": 5.050693988800049, "lambda_mean": 1.6722161769866943, "elapsed_s": 2101.1}
|
| 160 |
+
{"step": 1800, "loss": -1974.3466796875, "reward_mean": 1.0584047913653194e-06, "constraint_violation_mean": 0.12790167331695557, "lambda_max": 5.074496269226074, "lambda_mean": 1.6805976629257202, "elapsed_s": 2104.1}
|
| 161 |
+
{"step": 1810, "loss": -2494.04248046875, "reward_mean": 0.03591446951031685, "constraint_violation_mean": 0.1388828307390213, "lambda_max": 5.1055908203125, "lambda_mean": 1.6895582675933838, "elapsed_s": 2386.0}
|
| 162 |
+
{"step": 1820, "loss": -2039.673828125, "reward_mean": 2.1292196379363304e-06, "constraint_violation_mean": 0.09766025841236115, "lambda_max": 5.13032865524292, "lambda_mean": 1.6982529163360596, "elapsed_s": 2389.3}
|
| 163 |
+
{"step": 1830, "loss": -850.1702880859375, "reward_mean": 0.13868913054466248, "constraint_violation_mean": 0.05374687910079956, "lambda_max": 5.156183242797852, "lambda_mean": 1.7088828086853027, "elapsed_s": 2392.3}
|
| 164 |
+
{"step": 1840, "loss": -1731.3564453125, "reward_mean": 0.00011198026186320931, "constraint_violation_mean": 0.10637789219617844, "lambda_max": 5.1823410987854, "lambda_mean": 1.717245101928711, "elapsed_s": 2395.0}
|
| 165 |
+
{"step": 1850, "loss": -955.99169921875, "reward_mean": 0.03159993141889572, "constraint_violation_mean": 0.046411626040935516, "lambda_max": 5.20654821395874, "lambda_mean": 1.7258596420288086, "elapsed_s": 2398.2}
|
| 166 |
+
{"step": 1860, "loss": -872.1536254882812, "reward_mean": 0.22172263264656067, "constraint_violation_mean": 0.07556533813476562, "lambda_max": 5.227659225463867, "lambda_mean": 1.7350287437438965, "elapsed_s": 2401.7}
|
| 167 |
+
{"step": 1870, "loss": -524.324951171875, "reward_mean": 2.340726314287167e-05, "constraint_violation_mean": 0.08088980615139008, "lambda_max": 5.257771968841553, "lambda_mean": 1.7453091144561768, "elapsed_s": 2404.7}
|
| 168 |
+
{"step": 1880, "loss": -1546.293701171875, "reward_mean": 6.024255526426714e-06, "constraint_violation_mean": 0.09333334863185883, "lambda_max": 5.289930820465088, "lambda_mean": 1.7560620307922363, "elapsed_s": 2407.5}
|
| 169 |
+
{"step": 1890, "loss": -1562.89501953125, "reward_mean": 0.04182771220803261, "constraint_violation_mean": 0.10199998319149017, "lambda_max": 5.320676803588867, "lambda_mean": 1.7669095993041992, "elapsed_s": 2410.3}
|
| 170 |
+
{"step": 1900, "loss": -882.924072265625, "reward_mean": 0.11832911521196365, "constraint_violation_mean": 0.05994100868701935, "lambda_max": 5.346654891967773, "lambda_mean": 1.7775853872299194, "elapsed_s": 2413.1}
|
| 171 |
+
{"step": 1910, "loss": -2033.73876953125, "reward_mean": 0.11834864318370819, "constraint_violation_mean": 0.1329989731311798, "lambda_max": 5.379669666290283, "lambda_mean": 1.7886136770248413, "elapsed_s": 2415.9}
|
| 172 |
+
{"step": 1920, "loss": -1729.2799072265625, "reward_mean": 0.006165478844195604, "constraint_violation_mean": 0.07589936256408691, "lambda_max": 5.415536403656006, "lambda_mean": 1.801279067993164, "elapsed_s": 2418.7}
|
| 173 |
+
{"step": 1930, "loss": -923.841552734375, "reward_mean": 0.15979747474193573, "constraint_violation_mean": 0.09498089551925659, "lambda_max": 5.444087982177734, "lambda_mean": 1.8124415874481201, "elapsed_s": 2422.0}
|
| 174 |
+
{"step": 1940, "loss": -1562.519775390625, "reward_mean": 4.57736496173311e-05, "constraint_violation_mean": 0.07776974141597748, "lambda_max": 5.473354339599609, "lambda_mean": 1.8228633403778076, "elapsed_s": 2425.4}
|
| 175 |
+
{"step": 1950, "loss": -1973.384765625, "reward_mean": 0.127433180809021, "constraint_violation_mean": 0.10806073993444443, "lambda_max": 5.500141143798828, "lambda_mean": 1.8316692113876343, "elapsed_s": 2428.2}
|
| 176 |
+
{"step": 1960, "loss": -1090.5460205078125, "reward_mean": 0.13428020477294922, "constraint_violation_mean": 0.06721985340118408, "lambda_max": 5.525800704956055, "lambda_mean": 1.8410522937774658, "elapsed_s": 2431.5}
|
| 177 |
+
{"step": 1970, "loss": -978.1842651367188, "reward_mean": 0.0005275355651974678, "constraint_violation_mean": 0.07707308232784271, "lambda_max": 5.551095008850098, "lambda_mean": 1.8497284650802612, "elapsed_s": 2434.8}
|
| 178 |
+
{"step": 1980, "loss": -1927.3681640625, "reward_mean": 7.370897219516337e-05, "constraint_violation_mean": 0.10367196053266525, "lambda_max": 5.581783771514893, "lambda_mean": 1.8597407341003418, "elapsed_s": 2438.2}
|
| 179 |
+
{"step": 1990, "loss": -1891.1474609375, "reward_mean": 0.07601936906576157, "constraint_violation_mean": 0.12651145458221436, "lambda_max": 5.607297897338867, "lambda_mean": 1.8697230815887451, "elapsed_s": 2441.5}
|
| 180 |
+
{"step": 2000, "loss": -2232.793212890625, "reward_mean": 0.1234702467918396, "constraint_violation_mean": 0.11560910940170288, "lambda_max": 5.633480548858643, "lambda_mean": 1.879591703414917, "elapsed_s": 2444.7}
|
Mic/best.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:fecb69ff08530ba5ca57501d9abcc970695203380f4a5a4086d57c25f909c59a
|
| 3 |
+
size 1317628621
|
Mic/metrics.json
ADDED
|
@@ -0,0 +1,170 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"basic_overall": {
|
| 3 |
+
"n": 64,
|
| 4 |
+
"parse_rate": 1.0,
|
| 5 |
+
"mean_pred_len": 600.0,
|
| 6 |
+
"mean_pred_gc": 0.39893229166666666,
|
| 7 |
+
"mean_gold_len": 500.0,
|
| 8 |
+
"mean_gold_gc": 0.5878749999999999,
|
| 9 |
+
"mean_gc_abs_err": 0.195734375,
|
| 10 |
+
"mean_length_ratio": 1.2
|
| 11 |
+
},
|
| 12 |
+
"basic_per_celltype": {
|
| 13 |
+
"Mic": {
|
| 14 |
+
"n": 64,
|
| 15 |
+
"parse_rate": 1.0,
|
| 16 |
+
"mean_pred_len": 600.0,
|
| 17 |
+
"mean_pred_gc": 0.39893229166666666
|
| 18 |
+
}
|
| 19 |
+
},
|
| 20 |
+
"sequence_validity": {
|
| 21 |
+
"mean_length": 600.0,
|
| 22 |
+
"max_length": 600.0,
|
| 23 |
+
"min_length": 600.0,
|
| 24 |
+
"mean_fraction_canonical": 0.9992708333333333,
|
| 25 |
+
"max_fraction_canonical": 1.0,
|
| 26 |
+
"min_fraction_canonical": 0.9966666666666667,
|
| 27 |
+
"mean_gc": 0.39893229166666666,
|
| 28 |
+
"max_gc": 0.45,
|
| 29 |
+
"min_gc": 0.36,
|
| 30 |
+
"mean_entropy_bits": 1.967110812798273,
|
| 31 |
+
"max_entropy_bits": 1.992644915045743,
|
| 32 |
+
"min_entropy_bits": 1.9408409765109558,
|
| 33 |
+
"mean_longest_homopolymer": 5.328125,
|
| 34 |
+
"max_longest_homopolymer": 7.0,
|
| 35 |
+
"min_longest_homopolymer": 4.0,
|
| 36 |
+
"mean_tandem_repeat_fraction": 0.023385416666666665,
|
| 37 |
+
"max_tandem_repeat_fraction": 0.065,
|
| 38 |
+
"min_tandem_repeat_fraction": 0.0
|
| 39 |
+
},
|
| 40 |
+
"sequence_validity_gold_reference": {
|
| 41 |
+
"mean_length": 500.0,
|
| 42 |
+
"max_length": 500.0,
|
| 43 |
+
"min_length": 500.0,
|
| 44 |
+
"mean_fraction_canonical": 1.0,
|
| 45 |
+
"max_fraction_canonical": 1.0,
|
| 46 |
+
"min_fraction_canonical": 1.0,
|
| 47 |
+
"mean_gc": 0.5223668571428571,
|
| 48 |
+
"max_gc": 0.896,
|
| 49 |
+
"min_gc": 0.276,
|
| 50 |
+
"mean_entropy_bits": 1.954767692123513,
|
| 51 |
+
"max_entropy_bits": 1.9999769166331194,
|
| 52 |
+
"min_entropy_bits": 1.4728614433169502,
|
| 53 |
+
"mean_longest_homopolymer": 7.143714285714286,
|
| 54 |
+
"max_longest_homopolymer": 42.0,
|
| 55 |
+
"min_longest_homopolymer": 3.0,
|
| 56 |
+
"mean_tandem_repeat_fraction": 0.04596485714285715,
|
| 57 |
+
"max_tandem_repeat_fraction": 0.512,
|
| 58 |
+
"min_tandem_repeat_fraction": 0.0
|
| 59 |
+
},
|
| 60 |
+
"fimo_leonine_js": {
|
| 61 |
+
"scanner": "fimo",
|
| 62 |
+
"motif_universe_size": 775,
|
| 63 |
+
"pvalue": 0.0001,
|
| 64 |
+
"heatmap": [
|
| 65 |
+
[
|
| 66 |
+
0.27777238029641427
|
| 67 |
+
]
|
| 68 |
+
],
|
| 69 |
+
"cell_types": [
|
| 70 |
+
"Mic"
|
| 71 |
+
],
|
| 72 |
+
"summary": {
|
| 73 |
+
"diag_mean": 0.27777238029641427,
|
| 74 |
+
"offdiag_mean": 0.0,
|
| 75 |
+
"specificity_ratio": 0.0,
|
| 76 |
+
"n_cell_types": 1
|
| 77 |
+
},
|
| 78 |
+
"frobenius_diff_vs_obs_self": Infinity
|
| 79 |
+
},
|
| 80 |
+
"fimo_ctrldna_motif_corr": {
|
| 81 |
+
"scanner": "fimo",
|
| 82 |
+
"per_cell": {
|
| 83 |
+
"Mic": {
|
| 84 |
+
"pearson_r": -0.3519868238634966,
|
| 85 |
+
"r_squared": 0.12389472417351219,
|
| 86 |
+
"slope": -0.8539678114745685,
|
| 87 |
+
"intercept": 0.0023922165309349266,
|
| 88 |
+
"n_motifs": 775
|
| 89 |
+
}
|
| 90 |
+
},
|
| 91 |
+
"summary": {
|
| 92 |
+
"mean_r_squared": 0.12389472417351219,
|
| 93 |
+
"min_r_squared": 0.12389472417351219,
|
| 94 |
+
"max_r_squared": 0.12389472417351219,
|
| 95 |
+
"n_cells": 1
|
| 96 |
+
}
|
| 97 |
+
},
|
| 98 |
+
"fimo_tf_program_specificity": {
|
| 99 |
+
"scanner": "fimo",
|
| 100 |
+
"per_cell_program_fraction": {
|
| 101 |
+
"Mic": 0.05755395683453238
|
| 102 |
+
},
|
| 103 |
+
"mean_program_fraction": 0.05755395683453238,
|
| 104 |
+
"random_baseline": 0.143,
|
| 105 |
+
"interpretation": "fraction of motif hits in each cell-type's generated enhancers that come from THAT cell type's known TF program (NEUROD/MEF2 for Ex, SPI1/IRF for Mic, etc.). 1/7 = random; higher = better cell-specificity."
|
| 106 |
+
},
|
| 107 |
+
"moods_leonine_js": {
|
| 108 |
+
"scanner": "moods",
|
| 109 |
+
"motif_universe_size": 720,
|
| 110 |
+
"pvalue": 0.0001,
|
| 111 |
+
"heatmap": [
|
| 112 |
+
[
|
| 113 |
+
0.32383269976746454
|
| 114 |
+
]
|
| 115 |
+
],
|
| 116 |
+
"cell_types": [
|
| 117 |
+
"Mic"
|
| 118 |
+
],
|
| 119 |
+
"summary": {
|
| 120 |
+
"diag_mean": 0.32383269976746454,
|
| 121 |
+
"offdiag_mean": 0.0,
|
| 122 |
+
"specificity_ratio": 0.0,
|
| 123 |
+
"n_cell_types": 1
|
| 124 |
+
},
|
| 125 |
+
"frobenius_diff_vs_obs_self": Infinity
|
| 126 |
+
},
|
| 127 |
+
"moods_ctrldna_motif_corr": {
|
| 128 |
+
"scanner": "moods",
|
| 129 |
+
"per_cell": {
|
| 130 |
+
"Mic": {
|
| 131 |
+
"pearson_r": -0.25749515217759367,
|
| 132 |
+
"r_squared": 0.06630375339496213,
|
| 133 |
+
"slope": -0.2758958450350965,
|
| 134 |
+
"intercept": 0.0017720775625487452,
|
| 135 |
+
"n_motifs": 720
|
| 136 |
+
}
|
| 137 |
+
},
|
| 138 |
+
"summary": {
|
| 139 |
+
"mean_r_squared": 0.06630375339496213,
|
| 140 |
+
"min_r_squared": 0.06630375339496213,
|
| 141 |
+
"max_r_squared": 0.06630375339496213,
|
| 142 |
+
"n_cells": 1
|
| 143 |
+
}
|
| 144 |
+
},
|
| 145 |
+
"moods_tf_program_specificity": {
|
| 146 |
+
"scanner": "moods",
|
| 147 |
+
"per_cell_program_fraction": {
|
| 148 |
+
"Mic": 0.01855176540993417
|
| 149 |
+
},
|
| 150 |
+
"mean_program_fraction": 0.01855176540993417,
|
| 151 |
+
"random_baseline": 0.143,
|
| 152 |
+
"interpretation": "fraction of motif hits in each cell-type's generated enhancers that come from THAT cell type's known TF program (NEUROD/MEF2 for Ex, SPI1/IRF for Mic, etc.). 1/7 = random; higher = better cell-specificity."
|
| 153 |
+
},
|
| 154 |
+
"oracle": {
|
| 155 |
+
"oracle_type": "SeparateBinaryOracle",
|
| 156 |
+
"n_scored": 64,
|
| 157 |
+
"n_aligned_for_fid": 64,
|
| 158 |
+
"gen_argmax_accuracy": 0.25,
|
| 159 |
+
"gen_on_target": -9.93404406029731,
|
| 160 |
+
"gen_off_target": -19.493374213576317,
|
| 161 |
+
"gen_specificity": 9.559330153279006,
|
| 162 |
+
"gold_argmax_accuracy": 1.0,
|
| 163 |
+
"gold_specificity": 24.263375021517277,
|
| 164 |
+
"n_gold": 64.0,
|
| 165 |
+
"fid": 40.66964371958068,
|
| 166 |
+
"fid_per_cell": {
|
| 167 |
+
"Mic": 40.66964371958068
|
| 168 |
+
}
|
| 169 |
+
}
|
| 170 |
+
}
|
Mic/samples_generated.jsonl
ADDED
|
@@ -0,0 +1,64 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"id": "ctrldna_Mic_0", "cell_type": "Mic", "candidate_enhancer": "CGGACAAGAAACTAAACTGCCGATCAGAATCATACTCCGCACGAATTCAATGATATTGTTCTAAGCGGTACGAAGGAGATAGCTGAAGGTTGAACTAGCATCGGTTTCGCTGTACATAAGGCGACCTTTAAGTTTTGCTATACCAGACAGTTGTACCTTGCAACATGTTTATCAAAAGCGATTTACTTACTGTGAAACATTTCGTACGCCCGTGATATAGTATATAATTGAAACAATTTGCCAGTTAGTTAATCAGTTCATTGATCCGGAATTGGAACAAAGTTTTAGAAAATGTAAATATTAAAGCCACTGTACTTAACTATGGCAAGTCGTTTTTATTTGATGTCGCAGAATTTCGATCTTCGAAAGTTTATAATGCTTTAGAAAGAGCGTTTGGCACGCAGAGGAAATTACCTATACCACAAGCTCCTGTCCCATTCCAGGTACATACTTATATTAATATGAGGAATGCTTGCACAGATGTGGGGTATATGCATAGGAGCTAATAGCAGCCACCATATCGGTCGGACCGAAGTAATGAGGTCTAAAATCAGCAATTACAGGAGATTCGATCGCCACACACTGCCATCAAAGAAGACG", "method": "ctrl_dna"}
|
| 2 |
+
{"id": "ctrldna_Mic_1", "cell_type": "Mic", "candidate_enhancer": "CAGTAGTTCAATGTCACATCTATAGAAGTCTTAGGGATATCAGAAACCCGTTAGAAAACAATGCTAGGGCGGGCGTTAGCAAGTAGTTGTATGCCCCCAAGTCTTTTAATTTCATAGCCCATGCTTCTGCTGATTATGAAGGGCAACAATCTGTCTCAAAATAGATTTTCTATACCTCTAATAGATAAATAATACGCCACTAGATCGATCAATGTATAATACGTCGAAGACCTACACGTCTAAAGGCCTCTAGTGCTAGTGTCTTATTCCTCCTGATTTCCAATAGACAGAACTTTGGATATATTTTTATATGGTGCATGAGAAAATTACCTTTCGTATACAATTCAGAGTGCCCTTTCGTGTGAACGAGGAAAATAGCATATCGGAAACTGATCAAAATTAAGTACCGACACTGGAGTCGCTTCGTTACGCTTTCGAAACTACTAGATTACAAATCATCTATCAAGACTAAGAAGTGAAACGGCAGGACTGTACACTGGACTTTGTCCGGTATATTTATAACATCCCCCCATTCCAGCCTACCACAATACTGATGAATACCCTTAAATGTAAAAATCGGGGCTCCGCCAAAATTGCTCT", "method": "ctrl_dna"}
|
| 3 |
+
{"id": "ctrldna_Mic_2", "cell_type": "Mic", "candidate_enhancer": "TANGGGATAACAATCAGCGAAATAACCACAGAGAAAGTTACTTTGTTACATTGAAGCCTTAAAATTCAGATAATGCACCAGTACTTAATCTCAGATACTTTGCAGTCTCTCTATTTAACTTTAGATACGGTTATCCAAATAGGAACGCTAAGAATATTTCCAATATGGTACTCCAAGCCTGTTTGCGCAATATTCAAACCTTAATCATAAGCTCATAGCTACTATCTACCATAATAGCTGTGTTTAGTTATGTCGCTCAGAAGTAGCGAGTCTCATAAATTGCTTATACGATCGACCTTATCTCATTTACACCACTAGGGTATTGTTATACTCGTATGAAGATTAGCTACCTCCAATAGCCACCTATTCCTCGTAATAGGTCAAGTATGTGGAACGCCTGACCTAGATCAGCGTAGTCTGTTACTCGCATAGGCGCTATTTGTTTTATCGATTAAAAATGACATGACCCTAGATGTGATATTGCATGCACCTTGGGGCAACGTAAGTGAATCCTGTATGTAATCCACGATAAACAACTGGCGACACGTTAAGTATTCTTGCGAGCCGATCGTCTTGGTGCCTGCACTTAGGTACTCACTA", "method": "ctrl_dna"}
|
| 4 |
+
{"id": "ctrldna_Mic_3", "cell_type": "Mic", "candidate_enhancer": "TGNATAACCAGGACAGTCGAATGATCTCTCCCTGGACCGTCTCCGATTTAATATGGATTATAATGCAAGATGCATCATAATAGAGCATTTTTAAATACAATTCATCGGCCATCGGTCCCAGGACGAATCGCGATGTTAGAATGGTAATCTTGAATCTGGAGTCTAGTGGCGAACATCGTCTAGAACTAAACTACTTTCCGTTACTGATAATGCGTATTATTTGTTCTCAGTCGTATCTGTTCAAACTGCAATTTTTGTGTTTGTACCGACTCATGATGACACTATTGACATCTGTTAAGTGCGGCGATACGGACTATGTCTTGTACTGAAGAGCAAAGACCTTCCCACAGATGATCCAGGAAACGGGACATCAGGTAATTTAAACTCCCCACCTCGTCGTAGCTCAGGATATAATCAACAATTTCGTTTGCGGCAACATATTAATTGGGTAGGTCGGTGCAGTCTTTCTGGTATGATATGCTATTAAACACTACTGTAAAAGGACGCTACCGTAGGGTTGGAAAGCTGGTTTGATCTTGACGGTCGAGAGTTGCTATTGCAGATCGTAAATTAATTTTGCCACTCGCTGAACAAAGCCTA", "method": "ctrl_dna"}
|
| 5 |
+
{"id": "ctrldna_Mic_4", "cell_type": "Mic", "candidate_enhancer": "GTGGAAGAACGTTCTGACATGGATAATCTGTAACTATGGCAAAGCCGTTTTCCATGCGTTTTGGAAATGTAGCGTGTCGATTGTATGACGCAATAATTTGATTCACTCCCATCGGACGACCAATTGGCAGACGACTTCATTGAGTGAGTCCAAGGGTCATTAAGGCTTAATAACAAACTGATCCTTTAATTTATCCGTCTATGCATACCGGGTCTGAGGAATAGAGATGTCCTTCGTCACGATAACTTATATGCTACCATAATTCTATTTACGTTTTAACATAAGGGTGGCTCAAACGCATGTAGATACCAAGGTATCAGAAATTGGCATGCTACTGACGATCGTAAGCAAACTTTGTATTTATATTTACAAATCCAGAGTTGCGGTGATATATAATTCACCGCTTGACGCAGTTTAACACTGCTTTAAATTCCACCAAGTTGGAGACGTATGGACCTTCTGAGTGCAATAATCAAAGTTACTAAGTTAAGGTCATCATCCTGCCTACGTAAAACCCCTTAACAATCGAGTCCCTCTATCTACCTGTATTGATAACTCACATAAAAAGAATTTATACGACGGCTTTATAAACTTGGGTAA", "method": "ctrl_dna"}
|
| 6 |
+
{"id": "ctrldna_Mic_5", "cell_type": "Mic", "candidate_enhancer": "TAAACACCGACACTCTGTTTATCCCACATGTAAGTTGATAGATATCCAACGGCTTAGTTACACGTACCTGAACACAACCTTTTACGGAATATTCGTGTTAGGTAATTTAGCGCGACATCATATTTAAATTATACAAACCGTTCTTTGATAGTCACATCTTAGTTGTCTAATCACCATCTTAAAAGCATGTGGAAGTGATTGAAAGGTGCCTTAACTGAACCCTGAGTAAGTATGTTCTTGCCCAGTTTCTCGTGCTGAGGAAATCGTATGACTTATACTCCAGTTCTTATGTGCAGCCACCAAGCACTCCAGGTCCCGTCTCGAATAGAATTGTATGGTACGACTATGTGTCTATACTACCAATTTCTATGCACAACCATTACGTATTCCTTGATGTTATCTCAAGTGCATGGTAATATTAGTATGCATGGTCCCAAACAAATACTGTAAATAATGAATAGACTGCACTACTCTAATGAACGAGGACATTCGTCTACTAGCACTGACTGAAATATACATCTGCTGAGTGGAGTTAGAATCTTTAGGAGTACATAGGGACTAGACGAGCCAGATGCGGCTTATTTGTCTTATAACTCCCAG", "method": "ctrl_dna"}
|
| 7 |
+
{"id": "ctrldna_Mic_6", "cell_type": "Mic", "candidate_enhancer": "ACGGGAAGACATACGAAAGCGTCTTCTGTTGGCCTGTCTAACTCATCTACCACCGCATACCACACACAAAATCACAATGCAACCAGGAGGTTTACGCTTTGTCAATCCATGTTCCTTTCCTCTCAAATAAAGTATATTATTGGATATTAACACATAAGGACGTATTTCAGAGTATGATAACACTTTTAAAGATCTCATCCTTTAAATTCTATTATTAAATTGAGCATTTTATGTATTTCAAATGGTAATATGTATAGAAGTCAATGATAACACACCGTGAATGATTCTTTCAATTAATTGTATTTACTCACTCATTCTTTGAGGCCAGACCGACAGTTTGACAAGTTATGTATCGCTTGGCTCCTTGCCTTTATTTGATGGTAAACAGGCCGACCATGCTACAGCAATGAGACACAACGAGTCTTTAGTAGCAAAACCACTGCAATAAACGATTGGATAAAGCCCAGGTCCGGTGTACCACACGGCAGACATCTAATATTCGAACGGTGCCGACCGGCTGTCCTAAAGCAGAGCCCTTTGCATAAAGCGATCATGAAACGTTATCTCCCTTTTAATTAAGGTTTTGGCTGTCGTGCCAAA", "method": "ctrl_dna"}
|
| 8 |
+
{"id": "ctrldna_Mic_7", "cell_type": "Mic", "candidate_enhancer": "TTCATTATGCTTCATACTATTACTATAGTTTTAAGTCTTGGAGGTAAATGTGTAATCCTAAGTAAGGAGCTACAACTCTTAAGCTTGATCTATCAGGATTACACACATTTGCCCGTAAGTTGTTTATGCCTTAATTCTACACAAGTTTTTAGTGCAGACGGATTGGGTTAGTTTTTTTATATTTCCACGTAGTGTCTGCATGAACTTGGTGTATGAGTTACCAAATTGCATTGCCTGATTCCACTGTATCAATCCATTATTTACACTTCCGGAGAACATGCTTATCATTATTATAAGCTTCTGGACACAACTTATCGTGGCTGGTAAAGATTACTGTTTACGTTTGGCATTGCATCCAACATGCAAACTACAAGACGGACAGCGGCCCTCCATACAAGATTTTACTGAAAACAGATTCGCACATCAACGCCCAAGTACACTTGAATTTTTAATCGACTACGTCTGATGACATTCACCTCGTAGCGTCGGGCTCTGGCAACAGACCAATTCTTGTGACTAGTCTTGTGCACTAAACGGCTGATAGGGGCATCATTGCAGTAGAAGCGTCGCGAAAAATGACTCATGTTCAAATCTTTATAC", "method": "ctrl_dna"}
|
| 9 |
+
{"id": "ctrldna_Mic_8", "cell_type": "Mic", "candidate_enhancer": "CTCGGAATTATTCTACTTGAGGAAAAAATTATATTCCCTTCACAAGCCGGCTGCCAACAATATAGTACGAATTCGAACAGTAGCGAGAAAGGAGCACAGCAAGTAAGTAACTTCTTGCAATAGTGTGTAGAAAAGTCAGCGAATCCGTAACAGCGTTGCACAATATTATTATTAATAGTGGAATAGTAGAAATGATTGATTAAAGGCGCGGTGAACCTAAATGGTTCTATAACTATACAGGCTATGGTGTTAATTGGAACCAAGTAATCGTCAACCGATCCCCCGATTCCTTCCGCGCCCTATCTTAGCTGAACATAAAGTTTAATAGCTGGCGGCATCCTATTGGTCGACTCTAGAAATAGCGCCAAGCTTCGTCTTTAACAACAACCTGGTTTCTCAAATGAGCCCCTACTATGGGCTACCTTATACCCCTATAGTCCCATAATGATCATGTAGGGAGAGAAGAGACGGCCTTAGTTAACTGGTAGTTGCGATTTGTGCTCCCGCACTGGCTGGTACTGACAGTATGTTGACTCGCGGTCCTCTCATAACGGAGTGTCGTTTAATGTAATAATTAATTGGACTTGAGTAATCCGAGTC", "method": "ctrl_dna"}
|
| 10 |
+
{"id": "ctrldna_Mic_9", "cell_type": "Mic", "candidate_enhancer": "AGNAGCGCGGACGTCCTCTGTGACACTACGATATTGAAAATTATACTAGCCGCATTAAGGCCAGTGTCATGTGTCCCCAAACATCCCAGTCAAAGCCGCCCGAAACGATTAATATTACGGTGGACATTAAATAGACCATCTATCGTATGACTATCTCAGAAGACCGAGATACAAATCTATGAATAATTAATCACTAAACGAAGACACAGTCACATGTCACATAACTCTACGATATGTGTCTTATGAAAGGGAAAACCCGTTACTTATATGCATATGATAATATTGTTAGAGCACGGTAAGCCATATGTCTCCCATTGATTCCAATAACATGGTCACGCGGCATCGTGCCTGACTTTAGAATCGATTACAGCTTAGTATTTCGTATTACTGCTGCATGTAGGTCACTTGCCTTACATCATCCCACGCTCCAAATATTACATCTGATTTGCACCGAGAAGTCTAATGGTTCAACTTACATGAGCTATCGAGAGTTGGGAGTTTTAATCTAAGGTAATGTAGTTTAACACCCCGTCATACCTAAAAATCTGTCCGGAGACATTCAAATATAGGGACTTTAACATTAGGTACGTGTTCTATTTT", "method": "ctrl_dna"}
|
| 11 |
+
{"id": "ctrldna_Mic_10", "cell_type": "Mic", "candidate_enhancer": "ACACTTACGATAATACATATTAGTCGGATCTAAGCGTATGTCGCGCGCGTCCCCAGTACCTAAAGTGTAGCTCACAATATAGAATATCAATTCTTATAGTAAGCTCGATTATATACCCACAATTTTGCTATTAACATTTACTTAGAGCATAGTCATATTAATTCTCAGTTCTTACAAAACGTAGTCTTCGTAAGATCATTTACCATATGTAATCATGAAGAAGTCGAAGGCGATGATGCATCCGTTTTTAATTTGCCTTAATGAGCCTACTCTTGCATCAGCCGTAAGTAAATCAAATGACGAACAACGGTATTAGACCGCCCGACACCTAATTTTCTGGACTCTAGTTACGTAGAACTAACGTAGACCTAGACGGAATGCAAACACAACACTTGGATATGTCCATAAAACGCGTTTATCTTAAGTCGCGTGCGATCCATTCATCGGTGTGGCCCCTATAGACCTAAGGCACGTGAGAAAAAATAGGTAGTCCTGTGTCTATGGTGTAACAGATCGTATTCAGTTCACTATACCACTTATTGTGATCTAAGTTGGTCAACACCACTTAAAGTTTTTTACAATCCGCCGGGCCAATTGTTT", "method": "ctrl_dna"}
|
| 12 |
+
{"id": "ctrldna_Mic_11", "cell_type": "Mic", "candidate_enhancer": "CANCATTGATAATGATGCGCCCCGTTTGAGTAAGACTGTGGCCTAGATTATTGCACGTCAGTCCCTTTATATAATAACGGTTCAGTTTGATACAGCGCCATAACTAGGCTTAACAAACTCTACTCGGGGGCTAATTATTCTGCATTTACCGGCATCGATTTCAAGTATAGCTACTATCACAGGGTTTTAATTGCCCTCTGCCTCAAACTTACTTATAATTCCTTTAGGCTAGGGATATAACCACGGCATACATATCGTTCCTATATAGCAGATTAGATCGTAAAGGTACTCGTAGTTACTTTATACAGTCGTGATAAGATCCGATCGGTTTTAAATAACTGGTTCTTTTAAATGCTTACATTATCAAACACCTCGAGCAGCCATCCTGTTGTCTACCCATGTCATACCCCCGCATAAGCTCATGTTATTTTACCAATAATTATTCTCGCGATCGCTTTTTTCGATGCAACATTGGGGGTTATAATGCTTTATGTCTGGAGCGCAGTATACTAGAAAGAGTTTTCAGGCTAATGCCATCCTAAAGTAAGGCATTGGGGAGGTCTGATAACATTTGTCCACAAGAATATGAGACTATGTTCG", "method": "ctrl_dna"}
|
| 13 |
+
{"id": "ctrldna_Mic_12", "cell_type": "Mic", "candidate_enhancer": "ATNAATTTGATTAACCTCACCCGCGATGTTGGTAGCGCAAATCGTATGATGAAGGTTTGTTGATCGCTAAAAGAAAATCTAAAGGATTGCCAGGTTCGTTTTTTATGTTCGAAGATCTTGATACCCCACGCCGGTTTGACTGTTCTCGGTGGGGATTTTGATATGAGACTTCTACCATAGACACCGCGCATACCGAAACAATCACAATTTGATGGATGGCCATTAGCAGGCATTAGCCAGCACGCACAAATATTTGATGTAAGAGTGTTCAGACTTACAGGGGGAGTACAAACGGGTATGCGTCCTATTAAATCTATTCTCTTAGATTTAATGGAGCTTCATTACTTGTTTCTAATGATTGAGGTGAAAACTATTAAGTGGTAAGTGTGTTTATTGACAACTTTATAAGCGAACACCATCCATCACTTTTAAGATGTTGAGCGTGACAATCCCCATCTGGCCTTTATGCAGATTGCGGTCTAACTGACACGACACGTCCCCGAGGTCATATGCCCTTAGGAGGTAATTTTACAAGTGGCCATTGTTACCGGGCACGTTAACGTGGAAGTAAATCTAGGCGATCTCTTTGAAAATAGATTA", "method": "ctrl_dna"}
|
| 14 |
+
{"id": "ctrldna_Mic_13", "cell_type": "Mic", "candidate_enhancer": "ATATTAGGACTGTCTACCAGAACGTATCCATGGTGATTATAAAAATATCTATAGGAGTATTCGACCACAGACCATGAGTTCACGTAATTTCGCAGATTCGGAAGGATCAAGACGCCCGATAATCGTAGGCCGAGCCACCGTGATTACAGAAGATCGTTGTTTAAAAGTTCTATCAATGACGATTTCTGACAACAGGGCAACGCTTCGTTTTGCTATGATAGGATCAAACTCATATATTTTATTTGGACCACATTCTGTAACTTTTGTAAAGTTTCTCCCTCGTGGCTATTAATCTACTCCAATCATAATCTCGAGATCCACGTAATGTTTTCACATACAGTTCTCTTAATTTTTTTCATCTCATACTCTTTCATCTTGTTCAACGAGTTGTTTTGAAACCTGTACAGGTTGTATGTTGAGTCGTCATACAATCGTAAGCACGCACCACCCGATCTGTCGCGAAACCTTTGCGAGACCGGATAAAATCTAGCTATAAGCAATACGAGGTTAGCACGTGCAGTGTCAAAATTCCCGCCTGGGGATTGCACAAGGGCTGATAAGATAAAATTGGTATGATTATGTGGTCAGGTACACGCAGTC", "method": "ctrl_dna"}
|
| 15 |
+
{"id": "ctrldna_Mic_14", "cell_type": "Mic", "candidate_enhancer": "AAAACTACGTTAGCCCTCTAAATACAACCTCAAGCGGTGTACTGCTAGCTGACCTGGTGTCAAGATTTAATCCAATGGCACGATTTTTGATTAGGTATGAGTGGAGAGGAATGTGATATGCCCTCCTTTGTTGGCTGCTCACAAAGTACGAATAGTGCTACGCATCTTTACGAACTGTGCAAATTATTTTAGTCCCAAAGTCGCAAGCATGATTGGCTTTTTCCCGATCACTACGAGGCGTTAAGATTTTATTTTAAAATATAACTTTTAATGCATGACGACCTCGATAATCAGCCTTCCCTCAGATCCTACTTTGAAAACTCTTTCTTGCTACTCTAGCTAAAAATACGCATCCACGTGAGCTCAATACTATAGTTAATTGGACACTGGTTTAAAGTTTTAGATTGTTACGCGCCTTAATTGGACTAAGTCGGTAAATTAAGCCCCCAGTATCATATCTCCTCAAATAGAGGCCCCTCAATCTATCGTTACCCTATGTGAGCCGAATTTTTAGGATATTACCGACGTGAGTACCCGGTACTAGTATTTCGGTTGTTGCTTTCCATGAGCTTGGCAAACAGCGGGGGCTACCCACTAATA", "method": "ctrl_dna"}
|
| 16 |
+
{"id": "ctrldna_Mic_15", "cell_type": "Mic", "candidate_enhancer": "AGGAGATGTTAATTGACCTCATTTATAAACCCGCTAAAATCTTGAATGCGATTCTTTCCAAATCTACTAATTACATATAACAAACGAACCGACATACGCGTCGATACTAATCTGAGGGGATGGTACCCGCTTATTTCTAATTGATAGTCACCTTGATTTCGTTCCTAGGAATCACTATTTGTACGTTTATCTCGACTAAAACTTTAAAGATTTGTAACCTAGTAGAAGGATTCCACGAAAGTATAATCCCATATCACGGATAGTTTTCCGGGGCCCAATTGTACTGGAATATTTATAGTTATACGCGAATGTTAATGCAATGTGATGTCATCGCAACTACTCGTAATACCCGCGTTAATAGGCTGACTAAAGACTGTGTAAACTTTAATAATTTCGTGTACGACCCCTATATGATGAATACAGCTTATCCGTCTTTTCGCAGTGCGGGATATGTTCAATATCTTAGGGTAGACCTGGACCCCAGTACATGACTTCGGCACAGCAACAGCGTATTGACAAGGCTTGCAATGAAGCGACAACATTCGGTCGTTATGTTATCACGGGTGATGTATCTATTAGTGTTTCATGACTTTTCAATAA", "method": "ctrl_dna"}
|
| 17 |
+
{"id": "ctrldna_Mic_16", "cell_type": "Mic", "candidate_enhancer": "CCNTGCAAATACTAATAGTACGTGTCGGTCACAGCTAGAATTCGCTGGCGAATGTTCTTGCTGATGAAAAAAATACTTCTCTACTTAATTCCTATTACTCATATTAAATGTGTTGAACCAACGGGTAAGCGAGATTTAGAGTCATTAAATAATACAGTTATTAAATAGAATGACAAAGGACATTGGCACTCTTATTAGCTGGCATCCATTAGCGTGTTACTTAAGGAGGAATCTACATGAGTTCACATGATATTACGGGAGTTTCACATTGAGCCTCGGTATAGATGGCCAGAACCATGCGCTTATCCTTAACATCTGTATTCTAATTCCACTGTGTAAAAATACCTTTCTTGGGTGTTTCTTTTCTTAAGCATCCTCCCGAATGGAGGTGTATATTTGTATGGGGCTGTCTACGCGTTCAGATCGGCGTATTTTAACGTTGCATTTAGGGTGTGCATAATGTCAGCATTCGGAGACACTGTAAGCTTATTAGTTACGTTCCGAGGGAATAATACAGTTTCCATTACATTCTTAACATCCGCATGATGAATTGGTCATTTGATCCGAAGTGTTCAATACAAAGCAGAACTCGGAATTAAC", "method": "ctrl_dna"}
|
| 18 |
+
{"id": "ctrldna_Mic_17", "cell_type": "Mic", "candidate_enhancer": "TGNGGCACTCTGGGGTCATGCCTAAACGTATAGTTGTCATAAGAACCGACATCTCACATCCCGGAGTAGGATCTGACGAAATGCCGCAAATATCCTATAATTGATATGCCGATAGGTATATCCAAACATCTCTCGTTGGATAGAGATTGTTAATACTTAATCTGTCAGACGCAAACACGGTCGGAATTAATGCGACTCAGTATGATGTATAGCCAATGTCACGTCATAGAATTCCTTTATCCAGGTCTATCGTCTGCATCTATACAACTAAGGGGAAAATGTAGAAGCAATTAACTATAATACTATTTCGAAGCTAGACAGTCGGGGGTCATAAGTTCGTATATCGAAATCTTCCACGTCCTGTGTTATAGATTTCTAGAACTCTCATCTAGCCCTTTTAGTTTTCAATGCGATGAATATAATGTTATTCCCCCGCGTATTTACCGTATCCTCACGGGCTTAAACGATACCACGAACGACGCCGTGTCCATTCCGTATTTTTTGCGGCATAAATGAACCGGTCGTAGTGTTACTAGGTTATGCGCTGCACCTTTTGAGTCAGCCGCGCGGGCTAACGGTAGCCTACCTGTCCTTAATAGT", "method": "ctrl_dna"}
|
| 19 |
+
{"id": "ctrldna_Mic_18", "cell_type": "Mic", "candidate_enhancer": "TTNAACTAATAGGTTTATGGAGCAAAGCAATTATAACTGTGGGAATAGCTCTAACGACAATAGTTTTCCCCAGAATTGTACGTTTCCTCCGATAAGACTAATTCTTCAGATTAAGGTAATATGCAAAATGTCTTGATGCCTTCGCAAGTCCACGTAGATTTGCTGCAGTATATAATCAATTGCCCTCCGGTGATTTACCTAAGCTCAGTATATCGCAATTGTCACAGGGATGCACTCGCATACTGCAATAGATCGGCTTTCTTAAGAATCAAATTATAAATGAGAATATCAATTAGGACTAGCCGAATGTAGGCTCCAGGCTTTTACTATTTGTTGTCCTACTACCTCATGATTAAGCGTCAAGAACAGACAAAGCATTCAATACATATTTCCTATTGTAACACAACGTACTGATCGAAACCCAATTCAGGTCCATCTCTGATATAATGAATGCGCCGTCATATCCGGGAATTCTAAACGCGGTAGTGAATTAATACTTACGCAATTATAGTCTTCAGAGTTTCTCATACCCTACAGAAGCGTACAAAGGTGTCGACGTAATAATGTCAATAACGGCTCGTACTTAAGAGTGTGTATCTG", "method": "ctrl_dna"}
|
| 20 |
+
{"id": "ctrldna_Mic_19", "cell_type": "Mic", "candidate_enhancer": "GATTATTGGATTACTTGCTCTGATGCACTTGGCGGGTACAACACACGATATCACAAGGACAGTGTATTGGGCTTAAGCCCTCTAAGTTCATCGTTAAATCACTATTCCGTTTGCGACTTCGTATATTAAAATTACGGATAGGTGTGTCCTGCGATCTTAACCGCACCGTGTTAGCCTCATCTTTTAATTGTGTTCGAGTTACATCTTACGTTCAACATGTTGTTTCACCTATCCTATGATATACTACACCTACGCATAAGACATCAGGTTGTCACTATATACTTTATCAGTGCTATTCTATAACCTACCTACATAGCCTCTCAGACTCAAGTAGTATAGATTGCCCGGAAATCTGTGTAAAATAAGAGGAAACTCATGTACGACTCGTGACACGAAACGTGTAATATGGTCTGTTATAACTTCTGAATTTATGGGTTCAGAATTCAATCTAATGTACATATCATATAGAGATCGGAGCTTTCGTTGTGTCTCAATCGATGTAGACATTAAGATAGTTTCGGCTGTCAAATGAGACACCGTCTGAAAGATTGTCCAGCAATTCACATGTCAACTATCAACACGTCTAATGGATAAGGATAA", "method": "ctrl_dna"}
|
| 21 |
+
{"id": "ctrldna_Mic_20", "cell_type": "Mic", "candidate_enhancer": "TTGNGGCATGCCAACTCCATTTCGTGGAACATACCTATTGCCTCGTATCCTGTTCTCTTCGAGCTTAATAACAGTGACGCGTAGCTGAGCAGGCATATATTGTCGACCGCGGATCAAGACGTATGGGAAGCCATTTTAACTACTAAACTACAACATATCGTTAGATAACGATCTGGTGTTGAAAATACGTTTTATAGGGGTTGCAGAGGATTTAATGTGGCTGTATTTACGTGATCCATTGCATTAAGGTCGTTAGGGCTCAGCGTTAGTATTATCTTAGTACACCCAGAATGGAGGGACTATACAGGTCTATTTTTCGTTGTGACCATATCAAAGATATTCCATATGTACACTACATAGATATTCCATTTCAAAAGATTACAGGAAAAAGATGTGACCTGTTTGGCTCCTTTTACATTTCTACGTCAGGTCTCAAATACCCACCTTTTATTTTCCAGGTGGGTTAGTACGGCTAAGAAGTTTAGGTACCCTCACATTCTCATTACAAAGTTTTTCCGAATATCTTCCCGATTGAAAAGCTTCGCTGATTAGGTCCAAATGAAAGTGATGGGTTGCTTTAGTTATCAATAACGAGTAGAG", "method": "ctrl_dna"}
|
| 22 |
+
{"id": "ctrldna_Mic_21", "cell_type": "Mic", "candidate_enhancer": "CAGNGCTAATGCATTATGACTTCGGGAGGATCAAGTAGCATATGAGAGGTACTAAGGTGGTAAGGACATGTGATTAGAAGTCCATATCCAGGTAAGGTTGGAATGTCACCTAGGGTTATCTAGCAATCAAGTTCACAATTTTGACCAAACAAAGGAAATAGTCGAAGAAATACCTTCTTAACTGTTTCATAAAGAAGATTATCACTTCATTTCAGAAAGACTCAAGAATACAATCAGCTTTTAGAACGGACCTTACTCCAAAGTGTTCATACAATCGGGAGCTAACACTATAACGCCAAAGCCAGACAGGCATACATCCCCCTTGTGTTATTAACGTTAGGATAGAATTAGCCGGATCGATAGGCTAGTACGTCACGCTTGCCGTTTTTAAAACTGCAGTGCAGTGAGCAGATAAATTACATATGTGGTAGCATGTCTGTCTATTAATGATGATACATCTGTGAACGGCAAACTGCGTAAAGAGTTTGGTCCTCGCGACCCAAGTAGCGGTGAGTTCCACCATCGTTAACACACCGACTCAACCTTAGGCTTCGTGCCCGTAGTGAGAGTTGAAGGGAAACCGACCAATACACCATACCC", "method": "ctrl_dna"}
|
| 23 |
+
{"id": "ctrldna_Mic_22", "cell_type": "Mic", "candidate_enhancer": "ATGTATTGTAGTAAGTAATTAACGTAATAACTTGGGTTGAAATCTGGTTACCCAAATGTACCTATTTCTTATAAAAATCCTTTTATACAGCATCGCGTAAATGTCTTATTTCAAGTAATCAATACGACCACCATATTGACTCAATACTTATTAATGACGCCCTAGTTTGTTCGACCCTTAAATTCTATATACTTTTAGTGCTCATCATTTTAACATCTCTATTACGTTAGTACAACAACAGGATGCCGCAAAAAGCTTATCATGCGCATCAATACAAAGTTGCAAGATGTTATCCATAATTGCTGTACGTATTAGACACACTGGGCTCGACAGAGGTTCCTCCGACTGCTGGAACCTTATTATAGCCATGCACCTAACCTACAAGATGTCGCTCAGTAGTAATTCCCGACACCTTATTGGACACGGTCATAGGCTTGATTCTTGATAGTATCGCACCTCACACAACTCCTCTTTCGTCGATCCTAGCGGGAAGATTTTAATAGCCAGTGAACCCCCGCGCCAGGACTTCTTTAGTCTCTTACTTATTGTTTGACTGGGACGAGACTGAATGAGTTCAACTGTGCGAATAGAGTTTTTTCG", "method": "ctrl_dna"}
|
| 24 |
+
{"id": "ctrldna_Mic_23", "cell_type": "Mic", "candidate_enhancer": "CGCGGCAATTCGATTTTAAATAAGCAAGCTTCTCGGTTTCCTGTATATCTCTAACGCGTGCAGGGGCAGTTGTATAATACTTAATATTAGGCTATTCTTAAGTGGGACCAATTTTAAGTGCTAGTGGAGAGCCAATATTTCCAGGTTTTTGTTTCCTATTTTCCAATCGCCATCGTCTAAAACGCCTGGGTCCTAAATTAAATATATTGTGGAAGGAGCGTAGTCTCCATATATACGAGTATCTAGATCCGATTTCAGTCTTTATAACCTATAGAATTCTAATATTTGCTGTATGTGCGACGTGGCTTCCTTTTAATTCCCGGGTGAATTTATTCTCAATAAATGAATATTAACGGACTATATACGCGTTCCTGCAGAAAGAGATGTTGTATGTGCTGAAAACTTTTCTTAAAAATATCACGCGGGGCTCAACGTAACAGGTAAATTCCTTTGCTACTTAACGTTTCGATGCCTTAGCATAAAAATTGACTCTCTTACTGTGTCGATGTATTAAGGCTCCCCCCCAATGTACGAGTCTTCATTGCTTCGGACCGTCGTGGGGGACGTTTACAAGAATACACAATATAGTTTCATGGGTTT", "method": "ctrl_dna"}
|
| 25 |
+
{"id": "ctrldna_Mic_24", "cell_type": "Mic", "candidate_enhancer": "TGAGGTAGAGTAGCGCTGCGACAAATATTACTCCCCCACCAGCTGTGGTTAGTTTTCGTAAGGTCTGATTAGACACAGTTTCTAAAACTCTAAGTATGAGGATAATCATCGATAGAATTAGTTTATGTTTATGACCCCATCTATGTGGTATCACAATGTAGTTAGGCCGCCGAGCAAACACAAGATCCTATATCTCTAAATTTAAAATTTACACATAATTTGCATAATGGCTCATACCTACCATGGGCAACTGCCTTCTTACGCCAATTTGAGCAATATTGAAGATGATTTTTGAGGCAGCACGGATTGTTCTTGACTGAGAAAGATCCTGGCGGCTTACTAGCTTTTCGATACATGCTCATCTAACCTTGAAACCAGGCTTGATTTGGGTCATCTACGGTTACATGACTTATCAAGATATAAAGATACTCAACCTACCAAATGAAGCGACTCAACTGCACTTGAAGTTCAAAACCAAAATCCCCTTAAGAATGGAGCTTTCTCCTAAAAGACCTGGTATCCCTCGTAGGTCAGCGCTTTTGAGCTGCTAACCGAGGTCACCTTCCCCACACCTACTCCTAATTGTCTTCGTTTGTAAGA", "method": "ctrl_dna"}
|
| 26 |
+
{"id": "ctrldna_Mic_25", "cell_type": "Mic", "candidate_enhancer": "AAAATAAACTTATATACGAAGGATCACTGGGGGTTCGTCGAGCTACATAGAATTTAGAGTCGATCGATCTAGGTTACCAAGGCTGTCTCGCCTTTTGACTTCCCATTGACAATTCAATCAAGAGCGATTATATTTGTACTAATATCCCATATTCATACTGCAGAGGATGAAGTTGTAGAGTTAGTGAAATAACATTTTGGACTTAGAGATTTAAGAAACGGATAAACCCAATATATAAAATAGTGGTAGAGGCTTCGATATCACATCTACAGATTATCGTAAAATGGATCAATTATTTCGAGTTCGTCCATTAGAACTCAAGCAAGCTGTCAGTGTAGCGAGCTCGTATCTAAAGGGTCCTGGTCTAGGCGTCCTTAACTTTGGACAACTGCATTCCCGATAACTCATACCGCGACAGCGCAAAGATTTTAAATGTGTGCCGCGTTAGTGCTATATCGACTAACGATCGATCTTAAATGCAGAATTGTGTTCTGTTTAAGGGGGTTGCCCACTTCGCCGAACGTTTATAAGTTCAATCGGCAGTTACGTCGATACTTTTAATGAATTACAGGTTGCTTGTATTGATCCCCTGTGTAATTT", "method": "ctrl_dna"}
|
| 27 |
+
{"id": "ctrldna_Mic_26", "cell_type": "Mic", "candidate_enhancer": "CTNCCCAAATAGAACATACTACGACATTCCAGACCGCAAATATTTGTAAAGTCAGATGCGCCATACGGATAAATAATGTCGACTGGCAATCAGACACTGTAGCGTTCATCTAGTGTAAACCTGTAGTGGCTAATCTCTACAAGGGTTGTTCATGTTTGATTCAGATTACCCCAAGAAGTTTTGTAACTGGCGTTAAGATAATAGAACGGCCATGACATATTTGTCTAAATAGTCATTAGGCTTAGTTAGGGCAGGGAGCGTATCTCTGGCCTAGGAAAACGTGTAACGAATCACCGCCAGTTCTGCATGATTAAATTATTACCACTACAATTATAGATGAAACTATGTGTGTAGGAATTACAAACATTCATTTACACATTTCTGGGTTATAATGGAATCGGATAGACGGACTAGGATTGACAGATAGCGCTTAGGTCGACTCCACGCAATTTAATTATATACCAGCGGAAAACCCTTCTACGTATGAGATGCCTGTGATGTGTACAAGTTTATCAGCCCTTATTTGTCTTTGGAAGAAGTGAGCGTCGATTCATAACGTGTGTTTTTGGTTCAAGTGATGAGGGATGGTAATCGTCTTTG", "method": "ctrl_dna"}
|
| 28 |
+
{"id": "ctrldna_Mic_27", "cell_type": "Mic", "candidate_enhancer": "ATTCGATCTGCACGACGTAAGAATAAACAGGGGAAGTATACTTTCCTTTATAAGATAGTGAAACAACCTGTCCATTTGATCTGGCGTCCGTAAGGTGGTAAAAATGCAGACTCTATATCTAATCAGTCTCAATAACCAGTGTAAAAGTTGCTCACGATCACCAAATTTTGCTAAAAGATCAACACCCGAATGAAAACAGAACAAAGTGTATTATAATAATTTTATATCTGTCCTTGCGTCTTCCCTTTAGATTTAATCAATGTCATGCTGCTCTTCTTCGTTAGTAGCCTAATCAGGCTTTTAGACAATATATTATACTAATTTTCGCGAATTGTTGGAATACTGCTCGTGAGCAGACAATCAGACTTTACGTATCCTTAAAGATCACTCGTGCACGAATGAGTTTTATATCATAAAATGGTCCGTCGCTAAGGCTCGTGTCCGATGGATGGAGGCTCAGGTCCGGCTCTTTGTCCAATTGCTGACACTTGTTTCAGGTTCACCCAATCGAATACGATTACGATTGCCACGCAGTTAGATGTTTTTAGGCTAATAAAATATGCGGCTTAAAACCAATAACTATATTTTAACTTTATATCT", "method": "ctrl_dna"}
|
| 29 |
+
{"id": "ctrldna_Mic_28", "cell_type": "Mic", "candidate_enhancer": "CATACTTGTCTTTGTGCATGCTAAAGCTGACCAATATTATCATTCGAGTGAAATAGAAAGCATTTTTTTACTGGCGTGTTGTCCTTAACTCGCCTCTCCGTACGTCCCGATGCGTGTATACGCTAAGAACCTAAAAAACCCAGCTGGTTATTTACAATCTAAGGTATATATACGAAAAGAAATATGAGTTATTAATGTGAAGACAAATGTCTAAAAATCAATTTACTCAACGCGTAAAATGGGGTTACGCGAACATAAATGTAAGTATCGCATTAACTTCTCTAATGGATATCTGAATTACATTCCTCATCGTTATACCTACAATGTAAAGTAATTTTAAACTCCTTATTCTCTGTATTAAGAATGAACCATGGTTCAATTGACGTGATTATCACTAAAATTACTATGATATAGACTTTACTACTCGATTATGAATTTTCTGACGTAACCAAGCATGTTGGAATAGTGGTTAACAGTTAGTTCGTAAATCCACGGCCACAACGAAGAATCAACTCGCCGAGTCGGATTCATATGGATAAGTGCTGGACTAGATGGTCAAGGCAAGTTTGCTTATACGGAAGCAGCAGCGGGTAAATGAAC", "method": "ctrl_dna"}
|
| 30 |
+
{"id": "ctrldna_Mic_29", "cell_type": "Mic", "candidate_enhancer": "CTAACTTCGGTATTCGCAGCCCGCAAACGGTGACTCCACACTTGATCATTCAATGTAACGTCAAAAATCAGAACGACCAGATTAGTTATGTTCTAATAAAGTATCACTGAATACTGTTGAAGTATAGACGTCGCTGCCCGCTGATCTCATCCCTGTTTAAAGCCAAGGCGTTGTGCTCTCCGCTACCACAACTTAATGTGGAACCAGCCAAAAAGGCTTCCAGCAATATACTATTCATCCTTGCACTATTATTCGTACTTTAATAGAACTCCGGCTATTGTCTGTCACCGTAATTGTATCGCCTAATAGTTTTGGTCGATTTTAAGTCATTTTCAATAATATGAAAACGTATCCCACCCCGCGTTATTCTCTATTATGCACACGTCCCGCCTAACAAGCCTATATTAATGTGGTTGCTAACTGATTGTATTCGATATCAAAGTAACCATTTTTCACGGTGGGCAAAATTGCCATTGCACCGTGTCAGGGTTAGAGCTCAGTTCAATCATGTATATAGATATACCAGTGCCTGGCACACCCTCGTGAATTTTTTATCCACCGTTCATTGAAACCAGAAAGGAACGGTGGTTAAACACCAAC", "method": "ctrl_dna"}
|
| 31 |
+
{"id": "ctrldna_Mic_30", "cell_type": "Mic", "candidate_enhancer": "ATACTTTGATACAGGACCCTGTGCGACGTAATTTTGGCCTAGTATAAGATTGATCTTCGACTGCCTTATGCCAGCTTTATTGTGATTTTTAAGGCATATAAGATTCGACAGAGATAATAGCAGAACGGATTATTTTAATTCAAGTTATTTCTCATAATCTAAACTATTAAATTTTTTAATTGATTACTTATGTAATTAACGGTCATAGATTCGGGACATAAGTTATGCCTAGCACGGGCCAACACTATAGTACTGGAGCAAGTATAGACGTACCTACGTACATGCACAGTAGCCTTAAGAATTGGTACGCTATGCTATAACGTTACGCCGAGCGGATACAACCAGTCGTAACTAGCGCCTGGTCACAACGTGCTGAACTACAAAACGCATTAAAATCAAGGACTACAATAAGAATCGGAGAGAATCATAGTGACAAGAACCTACGGTTAGTATGGTTGATTAGGTCAAAGATAGCAATCTTCAGATATACTGGATTTATTGCCAAGCACTGTCCCTCCGGAAAATGCCAGTCTGTATGTCCGGACTGAGACAAGCGGCAGTTGCTGCGCCGTCAGCCATCCTCGTTTCCTCAGGTTAACA", "method": "ctrl_dna"}
|
| 32 |
+
{"id": "ctrldna_Mic_31", "cell_type": "Mic", "candidate_enhancer": "TATGCGAGTGCACAATGGTACTACCCAGTTTGGCAGCCAGCTAGTAACTTCTGACTTTCAACGCGAATTTGCATTTCGATATAAGCATTAACAAGTTTCTGGGTAAAGTCGTGTTGCACTCAGCACTCCTGTAAATCGAATCCGGAATTTGTATTACACTGTTATGAAATGGTAGTGTGAACCCATATAAATCGTCCAGACATAATCTGCTTCTTTTCGCATTTGTTCAGAGTATCTGAAAGCTTCCCCTTGATCTAAAACACAGGATTTGAATATTATGGCCGATAGAGGGTGACTAGTTGCTACGCCCTTTATGTAGCGGTATATATGGTTTATAGTTTGCGGGAGCAAAGGATATAGACAAGTTTGTGGGTCAAACTTTACTCGGTACTCGCTAATTCCAGTATTACCCAATACTACGGAGTACACACTACGGGCCGTAGAATGGCGGAAGCTAACAGTGGTTGTCAACGAATGTCACCCGTCTATCCAAGGACGATTAACGTCGGGACTAGGTGAAGCTATCAAGCGCGCTTTATTAGGTATTGTTTCAATTATAACTTAAAAACTGATTGAGTTAGGGCTAAAAAGTAGAATAGT", "method": "ctrl_dna"}
|
| 33 |
+
{"id": "ctrldna_Mic_32", "cell_type": "Mic", "candidate_enhancer": "CACGTAGTAGACAGTCGGGCTGAGCATGCAGTTTGAAACAAATTATAAATTGAGTACCAGAAGTCTTGCACGCGGCAACTCTATTTTGCTAATATAGTTTCAAAATTTCACTGGGTGGTACATTCAAAGATTGCTCATTGAATGAGGGATCGATCTCCGTGTTGAGATGAACGTAATTCAGAATCGTTTGGTGTTCTATGAATTGACTAAACACTACTTACGTCCCTTAATTCAACAAAAGACCGCTACACTCTGCTTAAAACCAGACAGAATGGCGTCCAGAGATTTTAATGAAACTAACATTAGTAAACTATCCTGGCGAACGGTCGATTTTCTTATAGTGTATCAGCGAGTAAACCCCCAGAATATTGTATGAATCTCAACGATTTGTTTTAGACACTGCACTTACAAACTTTTCGTGTTTATGACTCGGGTCCGTACAGAGGCATTAAGTTTTTCAAAGGTGGATTTTCCCCGACTCGTCATTCTAGACCTCCTTTTAGTGTTCAAATTTTACACTTGCGCTCACAATTTAAAGAGTTGTCTCCCCAGAGAAAATTAGAATATAGAGATAAAGTTCGTGATGGACCGCATCCTCAT", "method": "ctrl_dna"}
|
| 34 |
+
{"id": "ctrldna_Mic_33", "cell_type": "Mic", "candidate_enhancer": "ATNGAAAGGGAACCTACTAAAGCATTGGGAAATGTATTTACTTATTAGCCCAACCAATAGTATTGTGCAATATTCAGCATATTACTTATTATTTAATTTTACAATGCCAGAGCCGAGGCAGATGATTTTACAAAAACCTCTTTACCAGTCATATAAGCCTAAGCTTAAAAATATTAACACCATACACAGTAAAGAAAAAATAGTATTGTGATGATATCCGTATGGGAAACGAAACATCATCTATTATTTGATATAATTTGCATATTTACCTTTAAATCAATCTTTATTATATATTTACAGTATCTCTCCATAATCATACTCTCAACAAGAACTGGCAATTCGTATGGTCATCTTATCCTAGTTATAGACGTCCTACAGTAACCAGTTGGGAATTGACCAATAAACCCGCCCTGGTACTAAACTTCGATTCATCTTGATCCATAACGGATTTACAAAATCCAGGGTTATGCCGTGCTAATGCATGTTCACACGAGTTACAACGCGTGGAAGCGAGCTGATTTTCGTCTACTGAGTTGAACGGTTAACTTGGCTCGGTATGTACATGAGAACGCCTTCGACTTCCAGTAGCCTAAAATGGTG", "method": "ctrl_dna"}
|
| 35 |
+
{"id": "ctrldna_Mic_34", "cell_type": "Mic", "candidate_enhancer": "AGGTTACGTTATATGGTTTTAATAGGTTATATCTTAGTAATTTTAAAAGAGAGTTAATAAAATTTTTTCCAGTTTTACGACTAATGTAATATCGAGGCCCGCATTAGGACGCTTGTCAGCTCATTTAGTATTCCGTTTTCGAATTTTTATCATACTCTAATGAACGGATAACTATTTTGTGTGTGTGCGTCTTTTTCGAATTCCGAAAATGTTAAGTGTTGCAATGGTTATCATTGACTTGTATACAGCTCCAAGCCCATTAATGATGATCGCCTTACTAAAGCTAGAATTTCGCGAAAAAATCAAAGCCAATACTACAGGGGTAGGTAATAGCTTATATGACCTATCACCTTATAACGTCGATAGCCCCTTGATTCCAAGCGTATAATATGTAATTGGCTAGACATTCCAATCTATTCAATAAGAGATCGGTTGCCGGCCATCAGAAAGAGAGATTAGAGTGATCAAGGACTGCGCTGAAAGGATCCGTAACCCTTGGAACGGTCCAGGCTCAAGAAATAAGCTGCACAGGGCCCGCTAGTAATCCAATGTAGGTTTCGACCGGATATGGACGAAATCACGATACCATGCGTGCTCTTA", "method": "ctrl_dna"}
|
| 36 |
+
{"id": "ctrldna_Mic_35", "cell_type": "Mic", "candidate_enhancer": "TAGATCGTGGCAACTTCCATCCAAGAATGTCGCTTCGAGGTTTATATAATTAGACAACATAGATTGCTATTCTGAACGATAATTAATTGGTTTCTAAACTATTTTCATACCCCATCGTTGGAAACATGTTTGTTTACTGAATGATACGTTATAGACTTTAACACAGTAAGCCCCGCGTCCAGCTTTTCTGCGCATGTACGTTAAGGGAAGGGTCCATTAGGAATAAACAGCACTTATATTATTCCTGATAGTGAGTCCTCGTCAAATAATTTGGAAGCCTAAGAACATAGAGAGTACAGGTTTATTGTCTGCTATTGTGGTTACTTTGGTGTGGTATAAGATCGAAAACAAGCTTTATTTTAGTTCGACGTCACGGAGACGCTGTACTATTATAAGTAAAATTGAGTGTGTATGTCATATAAAGTGCATTATAGGCATAGAGCTAATGAGTGGCTTTTACGTAGATTATGACTAGCTGTGGGTGACAACCGCGTTTTGGTATTGGATACCACCGGTGCCAAGGCTCAAGTGTAAATGCCTACTACCCGGCGCTTACATATATTTGCCTTGAAACACCATAAAACCGCCGTCATTTTACAG", "method": "ctrl_dna"}
|
| 37 |
+
{"id": "ctrldna_Mic_36", "cell_type": "Mic", "candidate_enhancer": "TTTTTGGGTTAATCCTGGATTCCTTCGTGGCCACTCCTGGTTATACGATGGTACTTATGATCCATTCTTTTGTAAATAGTCCATACGTAGCAATTGTTATACACGACACGTGGTTAAAACACGACTATTTGATTAAGTTAGGCATTTTTCTAAATAACAGTTTGTCCGTACTCATTTCATCTACCGATCTCTGCTAGTAGGTAATCTAGAAGGGGATTTTGCTGATTCAGCAGTGTCCATGTGCTATATTTTGGGTATTTTGCTAAAGATGCGAAGAAAGGGAAAATTATAAGTGTCATTTACCAGGCATTACGCTAACTTGAGTGAAGGTTTTCTATCAGTCCTAAATTTGAAATCCTTTCTAGATGCCTTTTCTCTTCGAGGTCTTGGTGAACATAGGAAGTTGAGGCTTTTGCTTTAATGGTTCCCTTAGATCTGGAGTGTTACTTCTGTATAGACATAGCTGGTTAGGCCTTTATTCGGAAGCTCATTTAAGATAGGGATAGCCTGTTTGTTTGTAGTAAGCTCATGACATAAGATATAAGATTCCGTTGTCCTTATCACGCGTCAACGTTTGATCGACTAGTGAAGAATCAGCTT", "method": "ctrl_dna"}
|
| 38 |
+
{"id": "ctrldna_Mic_37", "cell_type": "Mic", "candidate_enhancer": "CGNGACTAGCGCAAATGGCGATCAGATAACCCGAAGGTCATTGCCTCAAGAATTTAAGCCTTCATAGCGTATTTTGCGCGCATCAACAATCTAGTCTTAGATTGGCAAGAAAATCTAAGCTAAACATATCCGCAGAAAATGCTGGTCTATTGCGTCATTATAAATTCGTAAAAGTATACATTAAAACCGCCCCGTCTAGTACAAACCAATTAAAAGGACAGATCACTTAAAAAATCGTTTTAGAATTACGAGGTCTGTTTATGTTTAATATAAACATTCATAAGGGTTTAAATAGTAATCCTAATGATCTTTTAAATATGCTTATAAGCGAGAACCCCTCTCAGCCGGGATATATTAAAGCTACTACCAACGTGTTACCGATAATCATTGCTTGGTGTCTCGTATACGGTACTCCTATCCTTTATTGAGCCTTCTTTGTATGCGTTTAATAGATGTTAGTTGCAAGCAAGGTTAAGAAGATCCTTAGGGACCCCAAATTGTCCATATATTGCTCGAAAATGTTGGTTGTATTAATCATTTTTCATTTGATTTAACAAAAAAGTATTGGCTTTGTGAGAGCGGAACTATCGTGCTCTGTAG", "method": "ctrl_dna"}
|
| 39 |
+
{"id": "ctrldna_Mic_38", "cell_type": "Mic", "candidate_enhancer": "TTNTTTAAACAGATTACAGTAGAGAAATAAGTGTCAGTAGACTTCAATAATATTTGTTACCAAGTTCGGCTGGTTAAGTGGATCGGTCTATCCGTAGGATTTCAGTACATAAAAGATCTTGTATTAACATAATCTAGCGAGTCCTACTACTCAGCTGAATATATACATCTTTACGAAGGCATGCACCAACGCGAATGCATTAATCCTCCAAACACCACATGGACCGTGGGATTGATTGAACTTCAAGCAGGAACTACTATTTAATATTTATCCGATAAACCCCACTTAGATATAAACTTGCTTATGCGGTGATAATTAGTAGCCTCGAAAGGGTCATACCCGTCCGATTCGAACAAGTAGTCTTATAATCGTCTCCAATGAATCGGAGAACTAGTATTCAACTTCATTAGTAAGAATCATATAAAGTACATCACGCGATGCACCTAAACCATCATGATTTTGTGTAAGAGGTTACAAGTATCCCGAAACCGTTTTTGGAGCTACGGTTTTTCCGCACTTATTATTCATCTCGTTGTAGTAGGAGATGTGTGACAGCGGACAGGCGTGTACCTCCGCATATTTAGCCTGGCGAGGATCTTC", "method": "ctrl_dna"}
|
| 40 |
+
{"id": "ctrldna_Mic_39", "cell_type": "Mic", "candidate_enhancer": "AGGAAAACCATTCGGGTCAATATACTATCCTATCGGTCACGCTTCCAAGGGTGTACTAAGAATATACGTCTGACATTCTGCGTTAATGTCATCAATATTACCGCCTTGCCCTTGGACGAACGGACACAGTTCGAAGATAATTTTGTAGTCAATCAATAATATTAGCAATTTTTTAATCTTATTATTACACCTAGGTGTGCATCGTCATTGCAAGAGCTATACATAAGAGTCGTTGTGCATGCATGCTACACCCCCTGCTCCATAATTGTATTACTACATTTGAGATTAATCAAAAACTTGTTTAGAAAGTTAAATTATAATCTATCTTTTTAGATCTAGGTAAGTGTCTCCATGCGCTCAGTAAAACATTCAGATATAGCACTATTAATCATTGATATCATGCATTTCAAGCCGTTGGCGGTTTATGGAGTTGACTCCAGAATCACCGAGTTGCGGTTTATAAGAACTTTCATCACAACCGCTACATAAATTGAATAGTACTCGGTTCCTCTAACGTCTGAAGTTTCAAATTCTCTGGATCCCCGGTTGAAAATCCAATTTTACGACTCGTCAAGCCATGTTAAGGTAGGCTTGACCGGA", "method": "ctrl_dna"}
|
| 41 |
+
{"id": "ctrldna_Mic_40", "cell_type": "Mic", "candidate_enhancer": "GCNNACAGCTTTGTTTTCCATCTTAGTGTTCTAACAATATAATCTTATCACGATCTCGGCATAAAAAACAAATAGTAGTAGTGTTTTTACGTTTTTTCATTTTCTCTGTAGTCGTTTTTATAACTAGACATGGTCTTACTGTGGACAAGGCGAAATTTCCCGGAACTCAACAACGTACTAATCTTTGAGGTCATGTCCCGACGCGCGGGACAAATTTTCAGTCTCCAACACAGCATCATGTCTCCATGATCCAAAACAGTCAGGTTATCACCAAAAGACTATTTCGATTGTCAAATTGTACCTGACATTTCCAAGCTTAAGGAAAGAATGAGTTTTACGAACTCCTAAATGGGACTTTTATTTAATGAAAACGCATTATCAAGTTTATCTCACCATGATCCTAAATACGTCTAGAATCTTAGTTCCGTAGTATAAATGTTTACCTTCGTACCCGCCAGGGAGGTGCACCAGGGCTCTTTATTCCTTTCGTTTGCGAACATAGCTATCAGGCGACCGGGCAACTCCCCTTTAGACTCGCAGCTAGTATTGTATCCAGATTGGATTATCAAGCGGTGCCCTCCCTTACTCCTATTTCTCAAG", "method": "ctrl_dna"}
|
| 42 |
+
{"id": "ctrldna_Mic_41", "cell_type": "Mic", "candidate_enhancer": "CGAGTCTAAGTTCATTTAGCATGACGCTAGCTTTAATTATTGTAAGAGACATTAAATATAATATCACACTACATGCCTAAGTAGTCGCCGAGTTCCTATACACTTCGATAGAACTGGCAACCATCGATTAGCATTCTAATTAAATACTACAAGGTCGGAATATTCTAGATGTAATAGAACTTGACCAAATTCAAGACTCGAGCATCACTGCTAAAAGCCGTTATAGGTCGAAAGGAACCTTAAAATACCGGTCGTAATATAAACGCTAATGCCCGATCCTGTTTTATACCGCAGTGGTTGAAAGTTAGAATTATTGCGGATATAAAGTCGGATTCTGACAGCAAAACTCGAATCATTTGACGTCATGTTCCCCTAATACACTACTTCATTATTTCTTGGAGGTACTATGCTCGTAATACAGTATATCTCTTGTTGGTGTAGTGGAAAGCCCCAAAGATCACTCGTGCATAAGTATCAGCGCAGGAGTTCTAAAACATGAGATAACGAAGCTATGCTATCATATCGTAAGATACACTGCATCTATAGACGCTTTGCGTGTCAAGCGTAGTACATCTTCGTGTAAGTCCAACGAGCCAACTA", "method": "ctrl_dna"}
|
| 43 |
+
{"id": "ctrldna_Mic_42", "cell_type": "Mic", "candidate_enhancer": "AGAATTGCTGTCCAAGTCAAGATTAGATATTCGCAACCCTCGCCCAAGATTTCATTAGAGATCAAGTTCCCAAAACTTGTTCCGCGAGTGGTTAAAATTATAACTAAAGACTGAATCCTATAGTAAGGTGGATCTAACTCAACTTGACAATATAGTACACTAACTAAAACAGGCAACAGACAGTGCTTCATGCTTCCTTATTAATTATTAGATGATTTCAAGTTATAGAAGAAATACACTTGGCGCCAGCAATATTCCAGCCTATTGGCGGGAAGCGATTTAAGCAATTGAAGAACAGGTCAATCCCGCTCTTAAATTGATGTGTCTACTTTAGTATAAAGAATTTCAGAAAGTGCGACTCTGTATCACCTAATTTCGCTTTTCCAATTCTCTTAGTTGGCTCATTCTTTCGATGCACTCCTGTGCGCGGGTTAGATCATAACATTCACTGGCTAGTAAATCCCCACTTACCGTAAAATCAAGAATGTTGTAGACAGGTCCTACCTCAATATAAGGTAAGACCGCAAGGCAGCCATATCGACAGTAGCGGTTGATTAGTTCATGATGATTAACCTCAAATTGCTCATAGAACCCTATGAG", "method": "ctrl_dna"}
|
| 44 |
+
{"id": "ctrldna_Mic_43", "cell_type": "Mic", "candidate_enhancer": "TATCTTCTGCCTTCGCTATAATGCTTACAAGGTTTATATTATAATCGATTTGAGAAGCCGATAATCAAGAAATGTTCTATCGTATGACAAGCTTACACCGTGTATGAGGGAATAAGAATTGTTCCAATTAGCGCCAATTAAGAATCTTTTCGTCTAAGACATGCTCTTATCGTCACTGCATATCATCATTAGGCCAACGGTGTATTTACCTCTGGAGTCTGATAAATTTAACTTAATTGACTAAAGAACCAAACATGGGTTATGAGTCTACCTATAGCCATATCGAACATTACAACTCGCATTAGTATGCTGTTAACTATCAATCTATAGCTATCTAATGCATACTAATGGTGCAAATAAGAATAAACTATTTGCCCACTCGATTTATAACGTCTTAACCCGTGCGCATAATTGCACCGTATCAGCCGCGCTTCCTCTGATGACCCATCTGCCAAACACAAATGTACAGTTCACAATGTGTGAAAATGCTATTCACCATAGCTAATTATTAGTTGCTTAACCACGCATCATGTAACCCTGTTGATTTATACTATTACCGGTCGGCGTTAATTTTGCTATTTAGGGTACCTAGAGCGCTAG", "method": "ctrl_dna"}
|
| 45 |
+
{"id": "ctrldna_Mic_44", "cell_type": "Mic", "candidate_enhancer": "TTTCTAGCAAGTAGGATCAAGCGGGTTTATAGCAATAATATTCCAATAGCTGTTTCCAATTGGTCATTCTAAATACGTTTACTCGACAAAGTCGAAAGCAAAGTTCTTGGTACTTAGGAGCTAGTAGTTTGATCAACCCTATGAAACACTAGGACTATGATCTATGGAAACTCCTTACCTTGATTTCTACCCCCCTAGGCTATGATGAGCTTCCTACGGTTATACGCAGCACAGCAAGAATTTTTTAAACATACCTCAGTAATTATACGACTTCCTATACAACTGTAAAACTATAATGCATAGAGCTTTCCTTTCCAGCGCCCCGCTATCCCTCCCTAAAAAGCTCCTCCTAAAACAATGTAGAAAAGGAGCCGATGTAATATGCAGAGTACTTCTATTCCGTGTGCACTCAGCCTTAAACCTCCAATCCAATCTTGCTGAGGCACGCAGGGATTTTTTATATCTTTTTACAATATACAAATACGGCGTCAGTTCGATTAGCCGATTATCTATTATCAGAACGCCCACTGCGAATCACTTGCCTATACAAAGGACGCGTACTCCTTAGAATCAAATATGGAAATCAAATCCGTTGACACG", "method": "ctrl_dna"}
|
| 46 |
+
{"id": "ctrldna_Mic_45", "cell_type": "Mic", "candidate_enhancer": "AANTGTGTTAAGGTGGTGGCTCGTGAATATATGAAACGTCCGCCCATGAGCTTGCGATGCGGGTTTATATAAGCTCGGTTCTTGCTTCGGTGCCGTTTTACAAAATGTCATACTTCACATCCAGAATCTTGTAACTACGGGAAGATGCGCACCATCGGCTGGTAACATTAAGAAGACTTATGTTTTAAACTTTACTCTTTAAAGATCAACCCATTACCTTTAAGGTACGAGTGTAATATGTTACGGAGTATCTAATCGAATCTAGTTTAATCTATACGGTCCAAATTATCACATAAAATAAAAATTATTGAGCTGAATCCTAAGTAGGTAAGGTGACTGCATAAAGACTATCCCCAACACCCGACAATAAGTAATCTAAAGTGATGAAGTATGAGGTTGCGAGACGTTTCAAATAAAAGCATGTTGTATACAGACAACTGAACCATGTGCAGTTATGCTCACCTGTATCAAAACGATGGCGATCGTAGATACCTGCTCCAATATAGTTTACAGAGTTGTTCTGAATGTTGTAAATATGAGCTATGTTTCCATTACCTGGGCTAACAAGCTAACGCAGATCCGATGTAGTCAGAGGAAATA", "method": "ctrl_dna"}
|
| 47 |
+
{"id": "ctrldna_Mic_46", "cell_type": "Mic", "candidate_enhancer": "ACNCGAAACAAACTAATTAGATAATGTAACCGTGATTCCGAAGCGGTAGGCGTAACGACTCCGCCCGTGTCTTCCTGCTTCTGACCCGAACTTTGTAAATTATTATAAGAAGGATCCATGTAAATTATCCACCATTCCATTTAAACCACAGAAAGGACTCTTCTTGAAGCTAACTATTAATTATTATGGTAGTGTAGTGAGCGATATTAGTGAGCTCGAAATACTAATAGAAAGTGTGCGAAATGACAACTTCGACTGCCAGCATTTTGTGAGGCTGGTAACTACGGTAAGTTTGGTTATAATGGGTACGGTATAGCACATACACCTCGAACAAGCTACGTCATTAAACTTTGTGAAACCAATACTAATAGATAATTATTCATCTCTACATCCCAGCAATACTCAATGTGCATTGTTAGAAGTTAAACAAGTCTTCTTTTGTTCGAGTGATCGGAAATTCTCTTAGATGTCTTTAACAGCCAATCATAAGATACCTTCTCGACGACAATTTCGTACCATGCCATTGACCTAAGAGGTTGGACCCTGCATTATGTAACCTGGCGTCATCTCAAATCTAAGCAGAGATTGGGAAAGAACTTC", "method": "ctrl_dna"}
|
| 48 |
+
{"id": "ctrldna_Mic_47", "cell_type": "Mic", "candidate_enhancer": "GCNNCCTCTTCTGCGAATCTAAAACTGGAATTGAACGGGCCTAGGAATAAGTATTGTTTAAATATGTTAAAGGGACTTACATTACAAAGGATCGCTGAGCGCGTCTCGTACTTCTATTAATTAAAATAGAACCTTGTGTTTGAAATTAGGTCAAAGAGATATAGAAATGTCTGTTATACGATAGTATGCCCCTAAACGGTGACCCTAATTAGTACTGCTATGAATCCGGTCCTGTACTGAATATTTTAAGCTGTCTTCCTAATTAATAGCACATAATACCTTGCAGTTCTAATGGCCAGACTTATGTTCACAATTTTGAATCGCTACGATTGAGTTGTCGGGGGCAACCCGGGACATGTGAAAACTAAAAGTCAAATGACATACATCTGTCCCTGTTTAGTGACGTTCGAGAGGATCCTCAAGGATCAGACACACACACTTCGTGGTCCGGGAGGAATTTTAGAATTTGTCTCTGCTTCCGGCATACGCGCTGGATTCCAGGTCGTCGTGTCTTAGCGAATTCCATCATGGAGTCTATAAAACACTTACGAAAAGCCTCCGGCATATCGACCATGTTCTCAAAACACCATGGTAACCAGA", "method": "ctrl_dna"}
|
| 49 |
+
{"id": "ctrldna_Mic_48", "cell_type": "Mic", "candidate_enhancer": "TANCTCTATCAAAAAAAGTTATTCAACCGAAATATGAATCGGACTGTACCTCAAAAAAAGTCCTTAATTATGGAGCCAGGACGATGTATTAGAAATCTTGCGAAGAAATATCCCCAAGTGTTCGAGCCGGGGTACTGGGGGAAATTTCTGTTATTGTAATCCCGGTTTAAAAGATTAGGCTCTTTTGAGTTCACGTGTGATCTTCTCCATGACGTTAACTAAGGATAGACCCTTTCCTTTTCATCGACTCGAGAGCTTATATCGTCCGGGTAATTACTAAACCGACAATTTAGTGGTGTTTAATACACCCCTGCTGATAGATATTTCTGTTCCCGAGCCATAAAACAGTTCTGTCCTAATGACAGACTCACGCTGAATCAACCTTAGAGTTAGTCAGGCTGATCATAAGAATAGCGACAACTTGCAATTCGATTGGTATCTGGCTTAAGACCGCTACAGACATACAGACAGACCTTAGTTTTGCTGGTTCGAGGGATCAAACTTGTGGCCTGGTTCGGTGGTACGGTCTTTCTCCACTATACAATTGTTTTGCCTGCTAAGATTAAAACAAGGATTACATTTGTAGTACATACTGTGTAG", "method": "ctrl_dna"}
|
| 50 |
+
{"id": "ctrldna_Mic_49", "cell_type": "Mic", "candidate_enhancer": "CGNGTCCGATCGTTTTAACCTTGATATCAAGTTGCAACCTCCTGCAGGTCGCAATTAAATCATATTGTTTGGGTTTAAGGAACCTGCGGTTCGTTTTAATGGCACTCACACATCACAAACTCCGGAGGTAGACCGAGGGGTGCTACTATAATATAAATTGAATTAGTCAATCTACAGCACCACGGGTCACGATTTTTCTTGTATAAAGTAATAATGCCGTCCCTTCTATCAGTACTTGGTAACGTTCACCCCAAATTTACGTGTTATTTCTAGCGACCGATGTATTATATACTACCTGTCCCTCTTGTCTCTCCTAAGTGAAAATCGATGGTTCTTCCAGTGCAAGTGGGGTTTTGGTATGGTTAGTTTCCGAAGCTTTGCGGTGGTGCAGCCCGGATCAACAGGGGCATAACTCACCACATTAAGATGGCCAAGAGGCTTACAATTTTATTATGCGATGGTGTGCGACATCTATATTTCATCAAACAAACGTAAGCTCCGAAGTGGCGGTCAGAGAGCTAATCGAGGAAATATTGACGTCGTATGTTTTGCAATAAGACACGGAGGGATATTCGAGAGGTTATTTGATAATGGCGGATT", "method": "ctrl_dna"}
|
| 51 |
+
{"id": "ctrldna_Mic_50", "cell_type": "Mic", "candidate_enhancer": "TAAGTCGTAATGCTCCTAATTATAACACGTTGCTTGCGTACAATTCTTTTCCTCACAACCTTTATGTACTAAGAGATAAACATCATGATTGGACGTACAAGCAGACATATAGTTTTTATGACAAGGAAACTATGGGTGTGGGACTCTCAGGTGCCTAGAAACAGCAACCAGAAGTTTAATCCATCCCACTTTGATGGTAACTACAAAAGAGCAAACATATCAATTACCCATGACGTACGGTCCGGCGAAATAGTATGAAACGGGCGGTCGTATGATACTTAGGGCTGGCACCCGCCATATAGATAGTTAAATTGAGGAACAGTCTGGAAGTTTCGACTCAATAAATAAATTGTACCGATTCGCTTGCCAAATCTTGAGAAAGCCGTGTTCACTCACATTACATATCATACTCATGCTTGTGTAAGTCAATCTACCTAAGGCTATCTTCACTACGACGTCATACCCCTTGGATATTAGTTATTAAATTCTAACGGATTTACCTATAGGCCCATATTTGCAACATTCGTGAGTGAAGGCTGGCCGCTACCCTGAAAAACTATTGTATACGACAATATAACACGCACGCGATCGGGAGGCCGA", "method": "ctrl_dna"}
|
| 52 |
+
{"id": "ctrldna_Mic_51", "cell_type": "Mic", "candidate_enhancer": "TAGCGTGGTTGCTCTATAAGATGGGGCTTTGACGTGAAAGTGTTGCTCTGGAAGGAAGAAATAATAAAATTGGCAATATCAGACAGAGGAGAAAATTTACGCTCACAAATGCCGTGGTAGCATTATGATAATGGGACGTGATCAGCCGTGCTTAGGCTCTCAATCCCTTTCTATTAATACTAGAAAATAAAATGTCTACATCAGGTCACGCACACAACAGAATTAGTTAAACGATCGTAAGGAATGTCTGAGTTCTCTGGAGGACCAATGTGCTTTTGATCGTAAGATTTACTTTCGGAGAGCCCATTTCGACAGCGAAAATTACGGCATATATCTTTTAACTTACGTCTCACGCATGATTCTGCTGCACTGACTGCTGATTGATAATTAGGAGACTGCTCAACTTCTATACCTTTGACTAACACTTCACTTACGTGTTTAGATTAGACAACAACGTTATTTTCCATGCTAACGCGGAATCTTCGGTCTTACGTGAGAGGCCAGTGAGAATCATATCGTTTTCAAATTAGTGGTCGCCGGACAAACCCATATGGCGCATTGCCTGTTATGTGCTCGTTAGTTAGTACCTGTTACGGGGAA", "method": "ctrl_dna"}
|
| 53 |
+
{"id": "ctrldna_Mic_52", "cell_type": "Mic", "candidate_enhancer": "TTTNTGGGAGAGTGGTACTTGAAAGGTATTAAAAAAGGATTTGATTTACCGATTCGGCCGAAGATAGTTTACGCAATACTTTCAAACAGACGGAGGCTTTAAACGAGTACATGACTACCATATTGAATGAGCAGTGTAATCAGAGAACTTTTAAATGCGCTTGCCTTCTTAAAATAATATTCAAGAATACAACTTAAGTATAATAGTAGTGAGCGATCCCGTACTTCCCCAAGCATTATTATTATGTTTCCTGGCCATCAGTATGATTAATAACTACCGCTGGAATATATGCCGTTTACTGACATCGTGGACCAGCTAATTGCCGAAGTACGGGGGGAGATCAATAAATCTTTAATTTTCTGAATTGTAGTAGATGTGGGTATCAGCATAGGAACCCCTTATATTAAGAAACTGACATATTGAGAATTTTCGCCGATGGGGGTGGATTAATTACGAGGTAGCACACGGTAAGGTTTTTAATCAGGAGCTGTCATCAAGTTTTATGTTTCACGATGAATCTCTTGTCCCAACTATCCAACTCGTCAGTGGATTCAACGGAACCAGAATAGGATAATGCATATCGGCTACCCAAGCACCGGA", "method": "ctrl_dna"}
|
| 54 |
+
{"id": "ctrldna_Mic_53", "cell_type": "Mic", "candidate_enhancer": "TGNAGAATTTAATCATCTAATACACGACCTTGATTCCGCTACACGCGGGTGAGTTGATTAAGGAAGCACGCTGATGCCGGGTCGAACCAATTAACGTAAATGGGGTCCTAAATTTTACTCCATACCAGTACATCCCTCGATTTACTCCTCGACGTTAACATCCACAAAGAGAGGATCCCACCGCGAGAAGGGACCTCTTGTTCTCTCAAAGAACCTAATAAATTAATCTTGATCCAGAAAAGCTGTTATAAAACGTTTCAGTTACAAAAACCTGTCTTGCCTGTATCGGCTTGCCCTGAAATATTAAAAGAAGAGCAAAACAGTTACGCATTCATCAGAGTAATTGAGATCTCATTCCTGTGACGACCCGCGCTAAGGTAACTCGAAGCAGTGTTCTTTCACAACGATATAAAATTTAGAAACGGCTCGTTCTTAAAGGCGACACCGGGCTTCCACTGATAGCCAGTACGGTTGCGTAAAAACACAGTCCATCTGTTTATGAGCTCTTAGGCTTTGTTGTGGTTTCGGTAAAAATACACCGGTGTAGAGTATAGCTAATGATATTAGGGCAGTTGCCAACGGCGGTATATTCTAAGCGGC", "method": "ctrl_dna"}
|
| 55 |
+
{"id": "ctrldna_Mic_54", "cell_type": "Mic", "candidate_enhancer": "CCGNGTGAGGCAAAATTCTTAACTATGGAATACATTTTGTCCTGCTTTTTAATTAAGTTATGTATAGGTGAGGTAATCTTTGGCATCTTGAAACACTCGCTACGGTATAAGTAAACTAGGACAATAAAAATAACGACTACATATCTCAATAGTGCTCTCACTAGTGGTGAAAATGTAACAGAAAATATATTCTTGTATTATTTTCAACAGAGCTGTCATGGAGTATCATTGATTATCTTATTTATATAACTTTAGATTTCATTACTCTTACAGTGGATTGTATCTTCTCTGTTAAGCTTATCAATAATATCGCAAGAGCCACGTAAGTGTCTAGATGTACGTAAATTACACCGTGTTTAAAGTAAAGAGTATCGTAGAGGAGACGTAACAACTTTGGTTACACAGTAGGAGACACTGTATTAAAACGGGAAAGTGACCTCTTCTTAATAGGACTTTTTCTTCGACGTCTCCAATGACTATGAATGTAATCTAATATCTATTTTACTATGAATCCGGGATAACCTGCAAGCTGGTAGCCCAAGTGCCATGCCTTTGTATGGCTAACTCCCCATTCCGTCTATCGTGGTCACTGCAATCACT", "method": "ctrl_dna"}
|
| 56 |
+
{"id": "ctrldna_Mic_55", "cell_type": "Mic", "candidate_enhancer": "ATCTTAATTAAGAACAATTAGGAGATATCAATGTACGTGGAGGGTGCTAAAGGTAACACTGGCGTACATCTTTGGGTTCTTCCTTCAACAAGTGATATAACCTCATCATGCGTTTCTTAGTTTCCTTAAAGGCTGGCACCAGGTCGACAGTCCAATTGATTATACAATGTAGCGTGCACAAATCAACGAAACTACATTATTTGCATCATCCAATGATGAACTATATCCTGCGCCAGTCCTTAAGATTGATGCTTCCTGTATCCTTATACCTACCATATCATTTTATCTAGGCTCAGCAATTTAATGAGCTGGAAATCGCCGTCGTACTACGAAGATAATCACAAGATATGACGTACGCTTAGTAGATGTTACCACACCAATATCTAGTCTTAGTTCTCACAATGAGTCTCCTGGCATATAGAATGCAAACGTTAAAGAAACCAATCACTTATTATCCCTGTGATTATATGCGGCATCGGTCATGGTACAGGACCTTGACACGATCCTCTCAGCTTCATAGCATGACGCAATCTAGTACACGCCGGGTCATCTTGCCCGTTAGGGCACCGGCTGAAGCAGGTTTAAAAATGGCAATGGTGG", "method": "ctrl_dna"}
|
| 57 |
+
{"id": "ctrldna_Mic_56", "cell_type": "Mic", "candidate_enhancer": "AGNACCAAAAGCAGAATCTCGATCCCTTCGCCTGGCGTTGGTTAAGATCATCACAGAACATTAATTTTGCACGGAGAAATATATGAGCATTTGCTATGAGTTCTGTGATATATATTTAGGGGCGAACTACATGATGTTCCCTATCTTGAGGTTACTGCAACAGAAAAATCTTGCTGTAAGAGTTCATGAATTGTATCTATTATATCCAAAATTTATTGGATACTCTTTATAACATGCAAATACACAAGAAATTGTGGCGATATTGTGATTAACAACGATTATACCAATGCAAGAGGTTGTCCAGCAATAGTAATATAACCAAGCAGATACTTGTTCTACCAAGATGGATTTTCATCCGATTGATGAAGTAATTATCGCTTCAGAATCCACCACTTCGAGTATACAGTACAAGATTCCAACACTACCGCTATCTATAAAATGGCGCGTCATTCATAGACTGCAATTGACAAACTATAATTAGATGATAGCCTGCGAGTACCAATTAATCTTGTTCATGGTTTAAGATATCAGCTCGATCAATAGAAGCTGGATGCAAATTCCTAGAGTCTTCCGCTTTCTAGAAATGATATCGTCTTTAAC", "method": "ctrl_dna"}
|
| 58 |
+
{"id": "ctrldna_Mic_57", "cell_type": "Mic", "candidate_enhancer": "ACAACACCGCCCCCACAAGGTGTTTTTACCTAATAAAACGTGTCACTATGGGGAAGGCCAAAGTCATAGATGTTCCCTGAGCGTCGTACAAATATGTGCACCAGTATCATCTTGTCCAGGTTTCTGCTGGAGTCATTGCACCCGGGTAGGAGTGCTATTTATGAGTCTTGGTCTATAACTATCTAACTTCCCTAGTGCAGTCCTCGCTGAAGATGTTAGCCTAATTCTAAGTTTGGACAGTTTCGGAATGTTTCGTCAATTCCTTAAGACAGGACGTCGAGGTGTCGAATCGAGCTATCGTATTTCATGACGCATGAGTGGGAGTACATGTACCTCTGAAACAAGAATAACCAACATAATATTCTCGGTTCGTTGTGTGCACGGGATACTTGTTCCTTACCTTTACACATCCGTACGAAACCGCATGCGTGCACAGGAGTTAAATGGTTGGACGCTGTACATCGCTGGAATAAGCAACAGACATCCGTAGGGAGTAAGAATTCGTACCGTCACAAAGACTCGGACTGATTCGTAGTCTCGAAAATGAGCTACCCGAACATGCACCTTATGACCTTCTTAGGAGTATTGACATTTAGGAGT", "method": "ctrl_dna"}
|
| 59 |
+
{"id": "ctrldna_Mic_58", "cell_type": "Mic", "candidate_enhancer": "ATNCGATGCGACAAAAATTGCTCACTCACTCAAGGTTAAAGTGTAACGGAAGGCTATATATGAATTACCTTCAGTTACACGACGCACCGAGAGGCCAAACAACGATTCGACTGTTTCAACTCCATCTACATTTCGGCATCCCCTGATCTTCCTAAGTATCCGACAATATTGACTAGATATTAATAAAGATTGGAGTGTCGTTTCCCACCAACCGGTCGCAGATGTGTGGTCGCTCTTCTAAATCTAGCAGGAACCCAGTTCTAATATTGCACTCTTTACGCTGCAATAACAAATATTTTGCTTTGATAACTTTTCACTTATGTTCTCTTATGTTAAGGTAATATATGCACTAACTATCCCTCACTTAAGGAATACCCAAAGGTTTATGACGAGTATCGTGACGCCCTAGAACGGTATATGTTCCGATTCTGGATTCATTGAGTACGTCACGGGATATCGAATCACGAACAGTATCTATGTGTATAAAATGAGACACTCAATACCGTCTATAATGGGAGATCCACGGACTCTCTCGTTCTTTCAACAGGTCTTGCAAAATATGTACTCGACGCAAGGGATAACATACGATACGAGTGGCTT", "method": "ctrl_dna"}
|
| 60 |
+
{"id": "ctrldna_Mic_59", "cell_type": "Mic", "candidate_enhancer": "AAAAAACCAGTAACAATATTAGACAACTTAAAGGCTGGAGAGTAAGACTCTCTATACTTAAGACTCAAAGTTATACATCTAAATTCCGTGGTCCAAATTAATAATATAAATGGCGATTCCACCATAGACTTCTATGAGACTTCAGATTGGAGCATGTACAACATTACATATCGTTCTTAAACGAGTACACATCCGGCTCATCCACCTTATTTGGGGGGAACCTACAAGAAGTAAATTTCAAATGTTAATATTAAATTTTAGTATATACAAGCTGTAGCTTCCGGCTACCTCGTGCTACTCCAAGCACAATAAGTCTTTAGGGCATATTTCGGTAATTAGTACAATATAAATACGAATTCCGTAACTTATCGCCATCTCTTACCTCCAGTGTTTACCTCATGCTATAGGATTAGCTATCGTAGGCGGATATATAACGTATAACTAAAGGACCTTCCGATTCGTGAACCGTCAGACTGGCGGAATCCCAGCAACAGCGGAGAGATATACTTTGTCCATACGGTCTTGGTGAGTAATTAATTTATAACGTAGCGAACTTTTTCGCTCAGGCTAGTGTCCCGAATAATCGAGTACTGAGGTAGT", "method": "ctrl_dna"}
|
| 61 |
+
{"id": "ctrldna_Mic_60", "cell_type": "Mic", "candidate_enhancer": "GTACAGAATTAAGGGAGCAACTACCGTTAATTATACAAAAATAGCACCAGTTCTCATGATCAAGACTGTGGCCTCCAATTTTACTATTTAGACCCACCTCTGGAAGGATTGTGATAAGTGGCTGTTAACAGAGAGTGTAGAGATTTGTCTTCCTAAATTTATTACCCATTTAAGCCGCTCGAATATCCTCTTGGGGTTATTGTCAGCTCATAACAACCTGTCAGATCTTGGTGGTTTGTAAACTGCTAGTTCATGGTTTAGGCAAGTTCATTGATGTTCTACCAAACTACGACCTTTACTCATGTTCTCGGTGAAACTTCTGATATAAGCTGTTTCGGTCGTTATGGCCAGTCTATAACTGGAGGCGCTCTAGCTGCATGTCCTATAACAGTGCGAACTTATAATTTATAACCACGTCTGATAACACTCCGGTGGCCCTTGCTAATCCTGTGCCCGATGTTCCAGATGGCGTCAGTTCCGCATTCATCCCCGAAGTTAGGACACAGTAACAGCTACATAACCACCATGAGTTGTCCTTAAGAGTGGACTCATGAGTCCCTGCCTCACACCACCTTTCTCTAGCACGTGATCAGAGGCGCG", "method": "ctrl_dna"}
|
| 62 |
+
{"id": "ctrldna_Mic_61", "cell_type": "Mic", "candidate_enhancer": "AGATGCAAGCTACGAGATTAGAAGACGAGCTCGCTAGTGAATTCTATTCCACATTTTTCTAAGTAAAAGCCGGATTAGGACATATCTTAATCCTTCTCATATGATGTCGAGATCTTTCTCATTCAGACCTAACGACTATTCGGGCGGTTTGGGGCTTGTCATACTTGTGCGAAATCCTTAAAAGAAATGACATCATTCTGCTCGATAATGGCATAGAGTCAGTCGATTGAGTAAAGTCAAAGATTAAGCTAATGACGGCGACTCTGTAAAAGTTTGAAGGGGGGCTCGTATTGACTAGCGCAAGAGTTAGATGTACGAACTATTCCGATCGCACTCTACAGTTTACGAAGCTAGTAGTATGCTATTTCTCGATTTCGCTTTATTTTTTCGATATTTAGAGGACGGCGGATTGTATAGTGGAATCATACGATACCACAGGGGTAAGAACACTACCTACCATAAATTTGTAGTAGATATAATCCGTGGCCTGCGTAATCGCAAGTAGTGTCTTAGTCCAAACGGAAGATAACTATCCTTGCGCCTCACCCTCATACCGCGTTATTTACCAAATATACCAACTCTATCCAGCGGACTAGATCT", "method": "ctrl_dna"}
|
| 63 |
+
{"id": "ctrldna_Mic_62", "cell_type": "Mic", "candidate_enhancer": "AATCACTAATACTACTGACACACCATCGTCTTGGATACGACTTTATGAATCACAACCTGCATTCAACTGTTTCACGATTTTCATCAATGCCACTATATATGGGATGTGGTCTATCTCGTTTCGAACAACTTACGGGAACGTGGTGTTTTGAACTGATATGAGACCGATTTTTAAACCAGTAACTTTTTACTCAATTCTCCTACATCTACTAGAACTTTATTCATTTACAAAACGAGTATAGCCCGTAACACGCGCGCTTGATAAAGTTTTCGACAAAAAATCGCGATTTGTCTTATTATTGCGGTTATTGCTCGCTTTTTTGCAATAACCATCGTTACTTTAGAATAGGCGATCAAAAGGACTGAGAGGAGGTTTCGTAGAGGGAAGTAATACACTGGTTCCATGTGTCAATAGACCCGGTGACTTGATAGTGCTACATCCGACTTACTCACGGGGCGAACATTGTAGTAAAAATTACGAAGCTAGCTCGTGCCGTAATTTCGATAGCAGATACTCAGGTTAGATATTTTATATTCGTTAAAGATGATCGATAATGAGTACACATGAGCTCGCCCATTGCGTTAAAGCTGTAGGTTAAAC", "method": "ctrl_dna"}
|
| 64 |
+
{"id": "ctrldna_Mic_63", "cell_type": "Mic", "candidate_enhancer": "ACNGAGGTGATATGTGACAGAGCAGTGTTACGGAGTCCGAACATATAATAATTTACATAATGCTAAATGCCTCTCTGTCATAAGTCTACCTTCTATTATGAGACACTTTCCAGTATCGACTTACAGATTCAGAGACGCTTTTCTGCCTCTACACCCGAAGAATTCGAACCCTCGGATTTCATCGTAATAATGAAATATTTACAACAACAAGATTCCGAGAATTACGGTATATTGTTCTTGTTGAAAATACAGCGGGGGTACAATGTACAATCTTAGTAGACCCAGCTCTCGCTTATTCGCGCGAATCCCGCTCTTCACAGTCTATTACTCTCTAACGGTGTTTTTTAAGTACGAACCTTTTCTCGGGCTGGAGGTCAATGCCGATTTATCGTCCGAAATGGCATCGTATTTTGAAAATAATAGTGAATACGCCGTGCAGAATCCAACTAAGTAGGCGTGTTACCGTGTACTCTAAGTTTTTACTGTACAGAGAGTATTAATCATGTTTGTTGCAAATGAGTAGTGCCGATCATGATATTATGACCGTCTCCTGCGTATTTAGCGGACCTGCACAGAATGTACCAAGGCCAGTACTGTATG", "method": "ctrl_dna"}
|
Mic/training_log.jsonl
ADDED
|
@@ -0,0 +1,180 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"step": 210, "loss": -6.683477401733398, "reward_mean": 0.15802036225795746, "constraint_violation_mean": 0.07295431196689606, "lambda_max": 0.03188709169626236, "lambda_mean": 0.011419261805713177, "elapsed_s": 3.8}
|
| 2 |
+
{"step": 220, "loss": -17.720428466796875, "reward_mean": 0.35804587602615356, "constraint_violation_mean": 0.07603292912244797, "lambda_max": 0.0638757199048996, "lambda_mean": 0.02100689336657524, "elapsed_s": 6.7}
|
| 3 |
+
{"step": 230, "loss": -10.905372619628906, "reward_mean": 0.1837584376335144, "constraint_violation_mean": 0.04878830164670944, "lambda_max": 0.09095411747694016, "lambda_mean": 0.02921985648572445, "elapsed_s": 9.6}
|
| 4 |
+
{"step": 240, "loss": -50.43140411376953, "reward_mean": 0.03317072242498398, "constraint_violation_mean": 0.14352095127105713, "lambda_max": 0.11799708008766174, "lambda_mean": 0.039856381714344025, "elapsed_s": 12.6}
|
| 5 |
+
{"step": 250, "loss": -47.34783172607422, "reward_mean": 1.809138666430954e-05, "constraint_violation_mean": 0.09320168942213058, "lambda_max": 0.15696942806243896, "lambda_mean": 0.05140576511621475, "elapsed_s": 15.5}
|
| 6 |
+
{"step": 260, "loss": -59.58650207519531, "reward_mean": 0.12179863452911377, "constraint_violation_mean": 0.09591317176818848, "lambda_max": 0.18657836318016052, "lambda_mean": 0.060611989349126816, "elapsed_s": 18.2}
|
| 7 |
+
{"step": 270, "loss": -102.14102935791016, "reward_mean": 0.2803381681442261, "constraint_violation_mean": 0.15328392386436462, "lambda_max": 0.21684613823890686, "lambda_mean": 0.07106022536754608, "elapsed_s": 21.3}
|
| 8 |
+
{"step": 280, "loss": -79.7243423461914, "reward_mean": 0.03867213428020477, "constraint_violation_mean": 0.103703573346138, "lambda_max": 0.24715301394462585, "lambda_mean": 0.08064088970422745, "elapsed_s": 24.4}
|
| 9 |
+
{"step": 290, "loss": -120.85143280029297, "reward_mean": 0.2508052587509155, "constraint_violation_mean": 0.10330270230770111, "lambda_max": 0.2772171199321747, "lambda_mean": 0.09002050757408142, "elapsed_s": 27.3}
|
| 10 |
+
{"step": 300, "loss": -94.21064758300781, "reward_mean": 0.06690581142902374, "constraint_violation_mean": 0.11302580684423447, "lambda_max": 0.3108691871166229, "lambda_mean": 0.101021409034729, "elapsed_s": 30.2}
|
| 11 |
+
{"step": 310, "loss": -96.72987365722656, "reward_mean": 0.2639070749282837, "constraint_violation_mean": 0.08683185279369354, "lambda_max": 0.3422340750694275, "lambda_mean": 0.11169405281543732, "elapsed_s": 33.1}
|
| 12 |
+
{"step": 320, "loss": -151.85525512695312, "reward_mean": 0.12218375504016876, "constraint_violation_mean": 0.13817405700683594, "lambda_max": 0.37370023131370544, "lambda_mean": 0.12140840291976929, "elapsed_s": 36.0}
|
| 13 |
+
{"step": 330, "loss": -130.12815856933594, "reward_mean": 0.11471904069185257, "constraint_violation_mean": 0.1041097640991211, "lambda_max": 0.4076910614967346, "lambda_mean": 0.13119098544120789, "elapsed_s": 38.8}
|
| 14 |
+
{"step": 340, "loss": -161.42835998535156, "reward_mean": 0.0005243844352662563, "constraint_violation_mean": 0.08338752388954163, "lambda_max": 0.4392645061016083, "lambda_mean": 0.14081981778144836, "elapsed_s": 41.5}
|
| 15 |
+
{"step": 350, "loss": -193.38612365722656, "reward_mean": 0.0003295568749308586, "constraint_violation_mean": 0.09479774534702301, "lambda_max": 0.4741668403148651, "lambda_mean": 0.15058040618896484, "elapsed_s": 44.3}
|
| 16 |
+
{"step": 360, "loss": -195.2826385498047, "reward_mean": 0.01113450713455677, "constraint_violation_mean": 0.09979443997144699, "lambda_max": 0.5115864276885986, "lambda_mean": 0.16292235255241394, "elapsed_s": 47.2}
|
| 17 |
+
{"step": 370, "loss": -107.6109390258789, "reward_mean": 0.1137779951095581, "constraint_violation_mean": 0.09325456619262695, "lambda_max": 0.5466675758361816, "lambda_mean": 0.17365193367004395, "elapsed_s": 50.1}
|
| 18 |
+
{"step": 380, "loss": -136.66964721679688, "reward_mean": 0.10753297060728073, "constraint_violation_mean": 0.06154639646410942, "lambda_max": 0.5726965069770813, "lambda_mean": 0.18159300088882446, "elapsed_s": 53.2}
|
| 19 |
+
{"step": 390, "loss": -136.41738891601562, "reward_mean": 0.12421508878469467, "constraint_violation_mean": 0.09707703441381454, "lambda_max": 0.6003957986831665, "lambda_mean": 0.19113612174987793, "elapsed_s": 56.1}
|
| 20 |
+
{"step": 400, "loss": -253.82882690429688, "reward_mean": 0.18134504556655884, "constraint_violation_mean": 0.09545856714248657, "lambda_max": 0.6331660747528076, "lambda_mean": 0.20002381503582, "elapsed_s": 59.1}
|
| 21 |
+
{"step": 410, "loss": -176.04718017578125, "reward_mean": 0.0005359573988243937, "constraint_violation_mean": 0.055392809212207794, "lambda_max": 0.6597094535827637, "lambda_mean": 0.20810185372829437, "elapsed_s": 323.6}
|
| 22 |
+
{"step": 420, "loss": -189.85911560058594, "reward_mean": 0.11208828538656235, "constraint_violation_mean": 0.08513601124286652, "lambda_max": 0.6855300664901733, "lambda_mean": 0.21844273805618286, "elapsed_s": 326.6}
|
| 23 |
+
{"step": 430, "loss": -356.2870788574219, "reward_mean": 0.14664259552955627, "constraint_violation_mean": 0.1246897503733635, "lambda_max": 0.7187519073486328, "lambda_mean": 0.2297581285238266, "elapsed_s": 329.4}
|
| 24 |
+
{"step": 440, "loss": -165.09170532226562, "reward_mean": 0.08263610303401947, "constraint_violation_mean": 0.055418338626623154, "lambda_max": 0.7496036291122437, "lambda_mean": 0.23951014876365662, "elapsed_s": 332.3}
|
| 25 |
+
{"step": 450, "loss": -206.6552734375, "reward_mean": 0.012324884533882141, "constraint_violation_mean": 0.09131255745887756, "lambda_max": 0.77839595079422, "lambda_mean": 0.24943427741527557, "elapsed_s": 335.3}
|
| 26 |
+
{"step": 460, "loss": -258.9041442871094, "reward_mean": 0.23644334077835083, "constraint_violation_mean": 0.09689530730247498, "lambda_max": 0.810303270816803, "lambda_mean": 0.259377121925354, "elapsed_s": 338.2}
|
| 27 |
+
{"step": 470, "loss": -135.54747009277344, "reward_mean": 0.12677237391471863, "constraint_violation_mean": 0.07525396347045898, "lambda_max": 0.842095673084259, "lambda_mean": 0.2712553143501282, "elapsed_s": 341.0}
|
| 28 |
+
{"step": 480, "loss": -380.46875, "reward_mean": 0.0002451182808727026, "constraint_violation_mean": 0.1452362835407257, "lambda_max": 0.869074285030365, "lambda_mean": 0.2812190651893616, "elapsed_s": 343.9}
|
| 29 |
+
{"step": 490, "loss": -483.63323974609375, "reward_mean": 0.05881715938448906, "constraint_violation_mean": 0.18593108654022217, "lambda_max": 0.9010270237922668, "lambda_mean": 0.29250478744506836, "elapsed_s": 346.8}
|
| 30 |
+
{"step": 500, "loss": -136.17593383789062, "reward_mean": 0.11382786929607391, "constraint_violation_mean": 0.0301863681524992, "lambda_max": 0.9332966208457947, "lambda_mean": 0.3009873330593109, "elapsed_s": 349.7}
|
| 31 |
+
{"step": 510, "loss": -123.97486114501953, "reward_mean": 0.1483727991580963, "constraint_violation_mean": 0.03835656866431236, "lambda_max": 0.962537944316864, "lambda_mean": 0.3107032775878906, "elapsed_s": 352.5}
|
| 32 |
+
{"step": 520, "loss": -362.3094177246094, "reward_mean": 0.1338157057762146, "constraint_violation_mean": 0.12403327226638794, "lambda_max": 0.9988967180252075, "lambda_mean": 0.32173651456832886, "elapsed_s": 355.3}
|
| 33 |
+
{"step": 530, "loss": -414.635009765625, "reward_mean": 0.11330749839544296, "constraint_violation_mean": 0.09001076221466064, "lambda_max": 1.0309820175170898, "lambda_mean": 0.33177587389945984, "elapsed_s": 358.2}
|
| 34 |
+
{"step": 540, "loss": -348.8877258300781, "reward_mean": 0.0008684011991135776, "constraint_violation_mean": 0.12597870826721191, "lambda_max": 1.0554057359695435, "lambda_mean": 0.34110766649246216, "elapsed_s": 361.0}
|
| 35 |
+
{"step": 550, "loss": -153.90142822265625, "reward_mean": 0.1252988874912262, "constraint_violation_mean": 0.03991096466779709, "lambda_max": 1.0864531993865967, "lambda_mean": 0.35058435797691345, "elapsed_s": 363.8}
|
| 36 |
+
{"step": 560, "loss": -450.5686340332031, "reward_mean": 0.22689183056354523, "constraint_violation_mean": 0.12369437515735626, "lambda_max": 1.114359974861145, "lambda_mean": 0.3606899380683899, "elapsed_s": 366.6}
|
| 37 |
+
{"step": 570, "loss": -314.429443359375, "reward_mean": 0.18694078922271729, "constraint_violation_mean": 0.10132671892642975, "lambda_max": 1.141418218612671, "lambda_mean": 0.3703906238079071, "elapsed_s": 369.4}
|
| 38 |
+
{"step": 580, "loss": -270.29864501953125, "reward_mean": 0.2233908772468567, "constraint_violation_mean": 0.12412852048873901, "lambda_max": 1.1698254346847534, "lambda_mean": 0.37907838821411133, "elapsed_s": 372.2}
|
| 39 |
+
{"step": 590, "loss": -339.98443603515625, "reward_mean": 0.16421735286712646, "constraint_violation_mean": 0.1156114786863327, "lambda_max": 1.1962342262268066, "lambda_mean": 0.3892570436000824, "elapsed_s": 374.9}
|
| 40 |
+
{"step": 600, "loss": -424.00567626953125, "reward_mean": 0.04501929506659508, "constraint_violation_mean": 0.14378388226032257, "lambda_max": 1.2221671342849731, "lambda_mean": 0.4004628658294678, "elapsed_s": 377.9}
|
| 41 |
+
{"step": 610, "loss": -127.25424194335938, "reward_mean": 0.1575717329978943, "constraint_violation_mean": 0.0714036226272583, "lambda_max": 1.2466297149658203, "lambda_mean": 0.41127023100852966, "elapsed_s": 676.6}
|
| 42 |
+
{"step": 620, "loss": -459.23699951171875, "reward_mean": 0.24517440795898438, "constraint_violation_mean": 0.09915117919445038, "lambda_max": 1.2818876504898071, "lambda_mean": 0.42282670736312866, "elapsed_s": 679.7}
|
| 43 |
+
{"step": 630, "loss": -481.6103820800781, "reward_mean": 0.20546483993530273, "constraint_violation_mean": 0.10119333863258362, "lambda_max": 1.3059395551681519, "lambda_mean": 0.431049108505249, "elapsed_s": 682.6}
|
| 44 |
+
{"step": 640, "loss": -453.2772216796875, "reward_mean": 0.24069300293922424, "constraint_violation_mean": 0.10245363414287567, "lambda_max": 1.3332613706588745, "lambda_mean": 0.4421311318874359, "elapsed_s": 685.5}
|
| 45 |
+
{"step": 650, "loss": -564.870849609375, "reward_mean": 0.3081391453742981, "constraint_violation_mean": 0.15187595784664154, "lambda_max": 1.353149652481079, "lambda_mean": 0.45064693689346313, "elapsed_s": 688.4}
|
| 46 |
+
{"step": 660, "loss": -459.2084655761719, "reward_mean": 0.0011483775451779366, "constraint_violation_mean": 0.11393515765666962, "lambda_max": 1.3763195276260376, "lambda_mean": 0.460614413022995, "elapsed_s": 691.2}
|
| 47 |
+
{"step": 670, "loss": -225.03097534179688, "reward_mean": 0.04236283153295517, "constraint_violation_mean": 0.08275504410266876, "lambda_max": 1.4051764011383057, "lambda_mean": 0.4703523516654968, "elapsed_s": 694.0}
|
| 48 |
+
{"step": 680, "loss": -479.1707763671875, "reward_mean": 0.12101364880800247, "constraint_violation_mean": 0.14879947900772095, "lambda_max": 1.424003005027771, "lambda_mean": 0.479412317276001, "elapsed_s": 697.0}
|
| 49 |
+
{"step": 690, "loss": -246.01669311523438, "reward_mean": 0.06928064674139023, "constraint_violation_mean": 0.06970065832138062, "lambda_max": 1.4456990957260132, "lambda_mean": 0.4874337613582611, "elapsed_s": 699.9}
|
| 50 |
+
{"step": 700, "loss": -282.28778076171875, "reward_mean": 0.12354247272014618, "constraint_violation_mean": 0.08754566311836243, "lambda_max": 1.4742991924285889, "lambda_mean": 0.49714428186416626, "elapsed_s": 702.8}
|
| 51 |
+
{"step": 710, "loss": -522.7597045898438, "reward_mean": 0.02130325511097908, "constraint_violation_mean": 0.08193071186542511, "lambda_max": 1.5089638233184814, "lambda_mean": 0.5057387351989746, "elapsed_s": 705.7}
|
| 52 |
+
{"step": 720, "loss": -440.1304931640625, "reward_mean": 0.0002522713621146977, "constraint_violation_mean": 0.1012597605586052, "lambda_max": 1.5369337797164917, "lambda_mean": 0.5143567323684692, "elapsed_s": 708.6}
|
| 53 |
+
{"step": 730, "loss": -225.0965576171875, "reward_mean": 0.005650684703141451, "constraint_violation_mean": 0.033631518483161926, "lambda_max": 1.5680047273635864, "lambda_mean": 0.5237588286399841, "elapsed_s": 711.4}
|
| 54 |
+
{"step": 740, "loss": -404.9473876953125, "reward_mean": 0.015259828418493271, "constraint_violation_mean": 0.07024624198675156, "lambda_max": 1.6016573905944824, "lambda_mean": 0.5358070731163025, "elapsed_s": 714.3}
|
| 55 |
+
{"step": 750, "loss": -414.0473937988281, "reward_mean": 0.000853031175211072, "constraint_violation_mean": 0.09276392310857773, "lambda_max": 1.6275348663330078, "lambda_mean": 0.5460872650146484, "elapsed_s": 717.2}
|
| 56 |
+
{"step": 760, "loss": -720.6022338867188, "reward_mean": 0.2622429132461548, "constraint_violation_mean": 0.14220277965068817, "lambda_max": 1.6567856073379517, "lambda_mean": 0.5587372779846191, "elapsed_s": 720.2}
|
| 57 |
+
{"step": 770, "loss": -694.8267822265625, "reward_mean": 0.001299864612519741, "constraint_violation_mean": 0.09556104242801666, "lambda_max": 1.6835286617279053, "lambda_mean": 0.5690428614616394, "elapsed_s": 723.0}
|
| 58 |
+
{"step": 780, "loss": -217.57522583007812, "reward_mean": 0.10070566087961197, "constraint_violation_mean": 0.031083209440112114, "lambda_max": 1.7182279825210571, "lambda_mean": 0.5770584940910339, "elapsed_s": 725.8}
|
| 59 |
+
{"step": 790, "loss": -320.5808410644531, "reward_mean": 0.12089765816926956, "constraint_violation_mean": 0.057755596935749054, "lambda_max": 1.7450120449066162, "lambda_mean": 0.5859800577163696, "elapsed_s": 728.7}
|
| 60 |
+
{"step": 800, "loss": -285.483154296875, "reward_mean": 0.10032355040311813, "constraint_violation_mean": 0.05419814586639404, "lambda_max": 1.7668402194976807, "lambda_mean": 0.5943974256515503, "elapsed_s": 731.4}
|
| 61 |
+
{"step": 810, "loss": -285.51531982421875, "reward_mean": 0.07696499675512314, "constraint_violation_mean": 0.049861516803503036, "lambda_max": 1.7905594110488892, "lambda_mean": 0.6029279232025146, "elapsed_s": 1052.8}
|
| 62 |
+
{"step": 820, "loss": -418.9820556640625, "reward_mean": 0.2226572334766388, "constraint_violation_mean": 0.060837239027023315, "lambda_max": 1.8205063343048096, "lambda_mean": 0.6142735481262207, "elapsed_s": 1055.7}
|
| 63 |
+
{"step": 830, "loss": -346.748779296875, "reward_mean": 0.01492005493491888, "constraint_violation_mean": 0.069422148168087, "lambda_max": 1.8473329544067383, "lambda_mean": 0.6244179010391235, "elapsed_s": 1058.6}
|
| 64 |
+
{"step": 840, "loss": -898.9027099609375, "reward_mean": 0.000805465504527092, "constraint_violation_mean": 0.13954037427902222, "lambda_max": 1.8703815937042236, "lambda_mean": 0.6350336670875549, "elapsed_s": 1061.4}
|
| 65 |
+
{"step": 850, "loss": -554.7802734375, "reward_mean": 0.0443713553249836, "constraint_violation_mean": 0.1449909210205078, "lambda_max": 1.8981807231903076, "lambda_mean": 0.6451696157455444, "elapsed_s": 1064.0}
|
| 66 |
+
{"step": 860, "loss": -799.7119140625, "reward_mean": 0.004258085507899523, "constraint_violation_mean": 0.14233741164207458, "lambda_max": 1.9253216981887817, "lambda_mean": 0.6556696891784668, "elapsed_s": 1066.6}
|
| 67 |
+
{"step": 870, "loss": -615.674560546875, "reward_mean": 0.09791906923055649, "constraint_violation_mean": 0.1362135112285614, "lambda_max": 1.9432592391967773, "lambda_mean": 0.6645572185516357, "elapsed_s": 1069.2}
|
| 68 |
+
{"step": 880, "loss": -476.8249206542969, "reward_mean": 0.021282698959112167, "constraint_violation_mean": 0.08382624387741089, "lambda_max": 1.964691162109375, "lambda_mean": 0.6745848655700684, "elapsed_s": 1071.8}
|
| 69 |
+
{"step": 890, "loss": -1049.43359375, "reward_mean": 0.24893169105052948, "constraint_violation_mean": 0.17985688149929047, "lambda_max": 1.9912257194519043, "lambda_mean": 0.6855858564376831, "elapsed_s": 1074.5}
|
| 70 |
+
{"step": 900, "loss": -569.688720703125, "reward_mean": 0.07691808044910431, "constraint_violation_mean": 0.08403487503528595, "lambda_max": 2.0218231678009033, "lambda_mean": 0.6945347785949707, "elapsed_s": 1077.1}
|
| 71 |
+
{"step": 910, "loss": -910.5288696289062, "reward_mean": 0.22985035181045532, "constraint_violation_mean": 0.16791784763336182, "lambda_max": 2.0463616847991943, "lambda_mean": 0.7044308185577393, "elapsed_s": 1079.7}
|
| 72 |
+
{"step": 920, "loss": -824.93505859375, "reward_mean": 0.12495677918195724, "constraint_violation_mean": 0.13057295978069305, "lambda_max": 2.070215940475464, "lambda_mean": 0.7141876220703125, "elapsed_s": 1082.4}
|
| 73 |
+
{"step": 930, "loss": -701.2981567382812, "reward_mean": 0.12083180993795395, "constraint_violation_mean": 0.14728833734989166, "lambda_max": 2.0983171463012695, "lambda_mean": 0.7252304553985596, "elapsed_s": 1085.0}
|
| 74 |
+
{"step": 940, "loss": -658.677490234375, "reward_mean": 0.003557328600436449, "constraint_violation_mean": 0.09360754489898682, "lambda_max": 2.1252875328063965, "lambda_mean": 0.7351255416870117, "elapsed_s": 1087.6}
|
| 75 |
+
{"step": 950, "loss": -268.73199462890625, "reward_mean": 0.2827218770980835, "constraint_violation_mean": 0.071917325258255, "lambda_max": 2.151746988296509, "lambda_mean": 0.746593177318573, "elapsed_s": 1090.3}
|
| 76 |
+
{"step": 960, "loss": -597.8644409179688, "reward_mean": 0.0625763088464737, "constraint_violation_mean": 0.075192891061306, "lambda_max": 2.1752588748931885, "lambda_mean": 0.7568883299827576, "elapsed_s": 1092.9}
|
| 77 |
+
{"step": 970, "loss": -388.6859436035156, "reward_mean": 0.19717805087566376, "constraint_violation_mean": 0.050387248396873474, "lambda_max": 2.1963541507720947, "lambda_mean": 0.7654045820236206, "elapsed_s": 1095.6}
|
| 78 |
+
{"step": 980, "loss": -844.9088134765625, "reward_mean": 0.07476801425218582, "constraint_violation_mean": 0.13046890497207642, "lambda_max": 2.2208242416381836, "lambda_mean": 0.7744737863540649, "elapsed_s": 1098.2}
|
| 79 |
+
{"step": 990, "loss": -369.67230224609375, "reward_mean": 0.12682455778121948, "constraint_violation_mean": 0.045522481203079224, "lambda_max": 2.246793031692505, "lambda_mean": 0.7837632894515991, "elapsed_s": 1100.9}
|
| 80 |
+
{"step": 1000, "loss": -598.0687866210938, "reward_mean": 0.12586598098278046, "constraint_violation_mean": 0.08499810099601746, "lambda_max": 2.2741305828094482, "lambda_mean": 0.7938262820243835, "elapsed_s": 1103.5}
|
| 81 |
+
{"step": 1010, "loss": -790.0385131835938, "reward_mean": 0.1283237189054489, "constraint_violation_mean": 0.08727845549583435, "lambda_max": 2.300633668899536, "lambda_mean": 0.8034017086029053, "elapsed_s": 1246.5}
|
| 82 |
+
{"step": 1020, "loss": -302.401611328125, "reward_mean": 0.00020687768119387329, "constraint_violation_mean": 0.04613734409213066, "lambda_max": 2.319459915161133, "lambda_mean": 0.8111447095870972, "elapsed_s": 1249.1}
|
| 83 |
+
{"step": 1030, "loss": -798.2785034179688, "reward_mean": 0.19208122789859772, "constraint_violation_mean": 0.10296396911144257, "lambda_max": 2.346686363220215, "lambda_mean": 0.8209263682365417, "elapsed_s": 1251.7}
|
| 84 |
+
{"step": 1040, "loss": -476.78900146484375, "reward_mean": 0.21750402450561523, "constraint_violation_mean": 0.04186779260635376, "lambda_max": 2.3715133666992188, "lambda_mean": 0.8288681507110596, "elapsed_s": 1254.4}
|
| 85 |
+
{"step": 1050, "loss": -617.2930297851562, "reward_mean": 0.14507652819156647, "constraint_violation_mean": 0.06557291746139526, "lambda_max": 2.3942759037017822, "lambda_mean": 0.8372201323509216, "elapsed_s": 1257.0}
|
| 86 |
+
{"step": 1060, "loss": -684.4425048828125, "reward_mean": 0.073109470307827, "constraint_violation_mean": 0.0916222333908081, "lambda_max": 2.423567295074463, "lambda_mean": 0.847490668296814, "elapsed_s": 1259.6}
|
| 87 |
+
{"step": 1070, "loss": -601.2645263671875, "reward_mean": 0.22324004769325256, "constraint_violation_mean": 0.07158490270376205, "lambda_max": 2.447035789489746, "lambda_mean": 0.856475293636322, "elapsed_s": 1262.3}
|
| 88 |
+
{"step": 1080, "loss": -810.299072265625, "reward_mean": 0.0008735502487979829, "constraint_violation_mean": 0.0887451320886612, "lambda_max": 2.475033760070801, "lambda_mean": 0.8657853603363037, "elapsed_s": 1265.0}
|
| 89 |
+
{"step": 1090, "loss": -769.2744750976562, "reward_mean": 0.02392059937119484, "constraint_violation_mean": 0.0800086259841919, "lambda_max": 2.491865396499634, "lambda_mean": 0.8748611807823181, "elapsed_s": 1267.6}
|
| 90 |
+
{"step": 1100, "loss": -810.0982666015625, "reward_mean": 0.12378700822591782, "constraint_violation_mean": 0.10559515655040741, "lambda_max": 2.509913206100464, "lambda_mean": 0.8825008273124695, "elapsed_s": 1270.3}
|
| 91 |
+
{"step": 1110, "loss": -247.3472900390625, "reward_mean": 0.12235391139984131, "constraint_violation_mean": 0.05939383804798126, "lambda_max": 2.5371625423431396, "lambda_mean": 0.8922828435897827, "elapsed_s": 1273.1}
|
| 92 |
+
{"step": 1120, "loss": -815.1475219726562, "reward_mean": 0.13633598387241364, "constraint_violation_mean": 0.08647206425666809, "lambda_max": 2.5610735416412354, "lambda_mean": 0.9010915756225586, "elapsed_s": 1275.7}
|
| 93 |
+
{"step": 1130, "loss": -388.055908203125, "reward_mean": 0.3606288433074951, "constraint_violation_mean": 0.07490898668766022, "lambda_max": 2.5799219608306885, "lambda_mean": 0.9103951454162598, "elapsed_s": 1278.3}
|
| 94 |
+
{"step": 1140, "loss": -481.02783203125, "reward_mean": 0.001297645503655076, "constraint_violation_mean": 0.07843537628650665, "lambda_max": 2.6025240421295166, "lambda_mean": 0.9205436706542969, "elapsed_s": 1280.9}
|
| 95 |
+
{"step": 1150, "loss": -899.6668701171875, "reward_mean": 0.12703374028205872, "constraint_violation_mean": 0.12196749448776245, "lambda_max": 2.621375799179077, "lambda_mean": 0.9283967018127441, "elapsed_s": 1283.5}
|
| 96 |
+
{"step": 1160, "loss": -457.4248046875, "reward_mean": 0.24922141432762146, "constraint_violation_mean": 0.07489901036024094, "lambda_max": 2.6504440307617188, "lambda_mean": 0.9396671056747437, "elapsed_s": 1286.2}
|
| 97 |
+
{"step": 1170, "loss": -578.1447143554688, "reward_mean": 0.1728549301624298, "constraint_violation_mean": 0.09760107845067978, "lambda_max": 2.670950412750244, "lambda_mean": 0.950610339641571, "elapsed_s": 1288.8}
|
| 98 |
+
{"step": 1180, "loss": -642.11962890625, "reward_mean": 0.12329188734292984, "constraint_violation_mean": 0.09525059908628464, "lambda_max": 2.69197154045105, "lambda_mean": 0.9619035720825195, "elapsed_s": 1291.5}
|
| 99 |
+
{"step": 1190, "loss": -427.89959716796875, "reward_mean": 0.12171731144189835, "constraint_violation_mean": 0.034772470593452454, "lambda_max": 2.7145731449127197, "lambda_mean": 0.9708573222160339, "elapsed_s": 1294.2}
|
| 100 |
+
{"step": 1200, "loss": -757.6572875976562, "reward_mean": 0.36646318435668945, "constraint_violation_mean": 0.07536455988883972, "lambda_max": 2.7355217933654785, "lambda_mean": 0.97944176197052, "elapsed_s": 1296.9}
|
| 101 |
+
{"step": 1210, "loss": -393.6820373535156, "reward_mean": 0.027607940137386322, "constraint_violation_mean": 0.07735355198383331, "lambda_max": 2.7531650066375732, "lambda_mean": 0.9877347946166992, "elapsed_s": 1426.3}
|
| 102 |
+
{"step": 1220, "loss": -911.0715942382812, "reward_mean": 0.0937533974647522, "constraint_violation_mean": 0.09097091853618622, "lambda_max": 2.773533582687378, "lambda_mean": 0.9959677457809448, "elapsed_s": 1428.9}
|
| 103 |
+
{"step": 1230, "loss": -1065.4854736328125, "reward_mean": 0.11925970762968063, "constraint_violation_mean": 0.13123220205307007, "lambda_max": 2.798403263092041, "lambda_mean": 1.0052824020385742, "elapsed_s": 1431.5}
|
| 104 |
+
{"step": 1240, "loss": -1225.3785400390625, "reward_mean": 0.21000756323337555, "constraint_violation_mean": 0.10890911519527435, "lambda_max": 2.8321475982666016, "lambda_mean": 1.0149613618850708, "elapsed_s": 1434.1}
|
| 105 |
+
{"step": 1250, "loss": -467.3055419921875, "reward_mean": 0.15538373589515686, "constraint_violation_mean": 0.08428740501403809, "lambda_max": 2.8438785076141357, "lambda_mean": 1.0239803791046143, "elapsed_s": 1436.8}
|
| 106 |
+
{"step": 1260, "loss": -1047.09912109375, "reward_mean": 0.0038834407459944487, "constraint_violation_mean": 0.1327999234199524, "lambda_max": 2.8728373050689697, "lambda_mean": 1.0348974466323853, "elapsed_s": 1439.5}
|
| 107 |
+
{"step": 1270, "loss": -1038.1026611328125, "reward_mean": 0.12971490621566772, "constraint_violation_mean": 0.13129548728466034, "lambda_max": 2.8946053981781006, "lambda_mean": 1.043975591659546, "elapsed_s": 1442.1}
|
| 108 |
+
{"step": 1280, "loss": -803.7222290039062, "reward_mean": 0.11161594092845917, "constraint_violation_mean": 0.08072582632303238, "lambda_max": 2.913118839263916, "lambda_mean": 1.05254065990448, "elapsed_s": 1444.7}
|
| 109 |
+
{"step": 1290, "loss": -578.9219970703125, "reward_mean": 0.37502986192703247, "constraint_violation_mean": 0.049275390803813934, "lambda_max": 2.9322924613952637, "lambda_mean": 1.0607410669326782, "elapsed_s": 1447.5}
|
| 110 |
+
{"step": 1300, "loss": -1173.40380859375, "reward_mean": 0.15757769346237183, "constraint_violation_mean": 0.12332946062088013, "lambda_max": 2.964890718460083, "lambda_mean": 1.0706744194030762, "elapsed_s": 1450.2}
|
| 111 |
+
{"step": 1310, "loss": -443.21148681640625, "reward_mean": 0.10229814052581787, "constraint_violation_mean": 0.04367874190211296, "lambda_max": 2.98921799659729, "lambda_mean": 1.0784891843795776, "elapsed_s": 1452.9}
|
| 112 |
+
{"step": 1320, "loss": -461.3410339355469, "reward_mean": 0.2315272092819214, "constraint_violation_mean": 0.0709649920463562, "lambda_max": 3.010554790496826, "lambda_mean": 1.0872828960418701, "elapsed_s": 1455.5}
|
| 113 |
+
{"step": 1330, "loss": -991.4862670898438, "reward_mean": 0.12474633753299713, "constraint_violation_mean": 0.10130232572555542, "lambda_max": 3.0295581817626953, "lambda_mean": 1.0967987775802612, "elapsed_s": 1458.1}
|
| 114 |
+
{"step": 1340, "loss": -410.65771484375, "reward_mean": 0.11805220693349838, "constraint_violation_mean": 0.028814321383833885, "lambda_max": 3.04689884185791, "lambda_mean": 1.1037205457687378, "elapsed_s": 1460.7}
|
| 115 |
+
{"step": 1350, "loss": -724.781982421875, "reward_mean": 0.24030637741088867, "constraint_violation_mean": 0.05499913915991783, "lambda_max": 3.0718507766723633, "lambda_mean": 1.1126987934112549, "elapsed_s": 1463.3}
|
| 116 |
+
{"step": 1360, "loss": -1281.5029296875, "reward_mean": 0.002288957592099905, "constraint_violation_mean": 0.13877186179161072, "lambda_max": 3.0880894660949707, "lambda_mean": 1.1215271949768066, "elapsed_s": 1465.9}
|
| 117 |
+
{"step": 1370, "loss": -943.5234375, "reward_mean": 0.36684828996658325, "constraint_violation_mean": 0.16703860461711884, "lambda_max": 3.105161666870117, "lambda_mean": 1.1314377784729004, "elapsed_s": 1468.6}
|
| 118 |
+
{"step": 1380, "loss": -755.1738891601562, "reward_mean": 0.2461569905281067, "constraint_violation_mean": 0.07768719643354416, "lambda_max": 3.1287450790405273, "lambda_mean": 1.1404694318771362, "elapsed_s": 1471.2}
|
| 119 |
+
{"step": 1390, "loss": -791.903076171875, "reward_mean": 0.1312282532453537, "constraint_violation_mean": 0.11277391016483307, "lambda_max": 3.142340660095215, "lambda_mean": 1.148038625717163, "elapsed_s": 1473.8}
|
| 120 |
+
{"step": 1400, "loss": -256.8632507324219, "reward_mean": 0.26859670877456665, "constraint_violation_mean": 0.02643202245235443, "lambda_max": 3.1673295497894287, "lambda_mean": 1.1575369834899902, "elapsed_s": 1476.4}
|
| 121 |
+
{"step": 1410, "loss": -455.38104248046875, "reward_mean": 0.10715870559215546, "constraint_violation_mean": 0.0678778812289238, "lambda_max": 3.1856820583343506, "lambda_mean": 1.1656391620635986, "elapsed_s": 1619.3}
|
| 122 |
+
{"step": 1420, "loss": -1078.9644775390625, "reward_mean": 0.2576144337654114, "constraint_violation_mean": 0.10077665746212006, "lambda_max": 3.204270839691162, "lambda_mean": 1.1753003597259521, "elapsed_s": 1622.1}
|
| 123 |
+
{"step": 1430, "loss": -666.8372802734375, "reward_mean": 0.00029114788048900664, "constraint_violation_mean": 0.07587717473506927, "lambda_max": 3.230976104736328, "lambda_mean": 1.1849397420883179, "elapsed_s": 1624.9}
|
| 124 |
+
{"step": 1440, "loss": -737.8045654296875, "reward_mean": 0.1584394872188568, "constraint_violation_mean": 0.059801749885082245, "lambda_max": 3.2492048740386963, "lambda_mean": 1.1925337314605713, "elapsed_s": 1627.7}
|
| 125 |
+
{"step": 1450, "loss": -1554.338623046875, "reward_mean": 0.0233603622764349, "constraint_violation_mean": 0.16298741102218628, "lambda_max": 3.276700973510742, "lambda_mean": 1.2025041580200195, "elapsed_s": 1630.7}
|
| 126 |
+
{"step": 1460, "loss": -374.935546875, "reward_mean": 0.241180419921875, "constraint_violation_mean": 0.06057349964976311, "lambda_max": 3.2963364124298096, "lambda_mean": 1.2113703489303589, "elapsed_s": 1633.6}
|
| 127 |
+
{"step": 1470, "loss": -827.4864501953125, "reward_mean": 0.10992933809757233, "constraint_violation_mean": 0.10515591502189636, "lambda_max": 3.3205652236938477, "lambda_mean": 1.2199358940124512, "elapsed_s": 1636.5}
|
| 128 |
+
{"step": 1480, "loss": -938.6868896484375, "reward_mean": 0.14077545702457428, "constraint_violation_mean": 0.11339869350194931, "lambda_max": 3.3468379974365234, "lambda_mean": 1.2299392223358154, "elapsed_s": 1639.3}
|
| 129 |
+
{"step": 1490, "loss": -1281.6539306640625, "reward_mean": 0.16717171669006348, "constraint_violation_mean": 0.11936376988887787, "lambda_max": 3.3699381351470947, "lambda_mean": 1.2405431270599365, "elapsed_s": 1642.1}
|
| 130 |
+
{"step": 1500, "loss": -783.88818359375, "reward_mean": 0.21783623099327087, "constraint_violation_mean": 0.07861881703138351, "lambda_max": 3.386504888534546, "lambda_mean": 1.2471904754638672, "elapsed_s": 1645.0}
|
| 131 |
+
{"step": 1510, "loss": -1057.206298828125, "reward_mean": 0.12559573352336884, "constraint_violation_mean": 0.10900386422872543, "lambda_max": 3.412400722503662, "lambda_mean": 1.2554893493652344, "elapsed_s": 1647.9}
|
| 132 |
+
{"step": 1520, "loss": -1357.078857421875, "reward_mean": 0.2422388345003128, "constraint_violation_mean": 0.08481185883283615, "lambda_max": 3.442338228225708, "lambda_mean": 1.2648223638534546, "elapsed_s": 1650.8}
|
| 133 |
+
{"step": 1530, "loss": -1345.47705078125, "reward_mean": 0.173293799161911, "constraint_violation_mean": 0.11059801280498505, "lambda_max": 3.468714714050293, "lambda_mean": 1.275889277458191, "elapsed_s": 1653.9}
|
| 134 |
+
{"step": 1540, "loss": -777.4178466796875, "reward_mean": 0.05186145007610321, "constraint_violation_mean": 0.05125115066766739, "lambda_max": 3.492306709289551, "lambda_mean": 1.287106990814209, "elapsed_s": 1656.7}
|
| 135 |
+
{"step": 1550, "loss": -951.6195068359375, "reward_mean": 0.12318575382232666, "constraint_violation_mean": 0.11939305067062378, "lambda_max": 3.5132031440734863, "lambda_mean": 1.2964929342269897, "elapsed_s": 1659.6}
|
| 136 |
+
{"step": 1560, "loss": -1714.640869140625, "reward_mean": 0.1458905041217804, "constraint_violation_mean": 0.14156873524188995, "lambda_max": 3.5377111434936523, "lambda_mean": 1.305936574935913, "elapsed_s": 1662.6}
|
| 137 |
+
{"step": 1570, "loss": -644.6983642578125, "reward_mean": 0.12347734719514847, "constraint_violation_mean": 0.04683872312307358, "lambda_max": 3.5621843338012695, "lambda_mean": 1.3150734901428223, "elapsed_s": 1665.3}
|
| 138 |
+
{"step": 1580, "loss": -1289.7144775390625, "reward_mean": 0.11448552459478378, "constraint_violation_mean": 0.1435510218143463, "lambda_max": 3.588149309158325, "lambda_mean": 1.325784683227539, "elapsed_s": 1668.2}
|
| 139 |
+
{"step": 1590, "loss": -1394.2572021484375, "reward_mean": 0.029452843591570854, "constraint_violation_mean": 0.11908626556396484, "lambda_max": 3.6113247871398926, "lambda_mean": 1.3350906372070312, "elapsed_s": 1671.1}
|
| 140 |
+
{"step": 1600, "loss": -463.9024658203125, "reward_mean": 0.002631718060001731, "constraint_violation_mean": 0.06135427951812744, "lambda_max": 3.6299171447753906, "lambda_mean": 1.343296766281128, "elapsed_s": 1674.0}
|
| 141 |
+
{"step": 1610, "loss": -1100.6463623046875, "reward_mean": 0.24860601127147675, "constraint_violation_mean": 0.08745523542165756, "lambda_max": 3.6451401710510254, "lambda_mean": 1.3513214588165283, "elapsed_s": 1794.0}
|
| 142 |
+
{"step": 1620, "loss": -1143.577392578125, "reward_mean": 0.0023325991351157427, "constraint_violation_mean": 0.1142105907201767, "lambda_max": 3.6692914962768555, "lambda_mean": 1.36131751537323, "elapsed_s": 1796.7}
|
| 143 |
+
{"step": 1630, "loss": -1352.4610595703125, "reward_mean": 0.16481821238994598, "constraint_violation_mean": 0.11612957715988159, "lambda_max": 3.6886844635009766, "lambda_mean": 1.3704755306243896, "elapsed_s": 1799.4}
|
| 144 |
+
{"step": 1640, "loss": -954.7101440429688, "reward_mean": 0.10344371199607849, "constraint_violation_mean": 0.09058734774589539, "lambda_max": 3.7117934226989746, "lambda_mean": 1.379746437072754, "elapsed_s": 1802.0}
|
| 145 |
+
{"step": 1650, "loss": -373.0640869140625, "reward_mean": 0.20956578850746155, "constraint_violation_mean": 0.022598829120397568, "lambda_max": 3.7350378036499023, "lambda_mean": 1.3871363401412964, "elapsed_s": 1804.6}
|
| 146 |
+
{"step": 1660, "loss": -1546.043701171875, "reward_mean": 0.11408784985542297, "constraint_violation_mean": 0.1338728815317154, "lambda_max": 3.755934000015259, "lambda_mean": 1.3974946737289429, "elapsed_s": 1807.2}
|
| 147 |
+
{"step": 1670, "loss": -155.51918029785156, "reward_mean": 0.22077202796936035, "constraint_violation_mean": 0.009022997692227364, "lambda_max": 3.778526782989502, "lambda_mean": 1.4072902202606201, "elapsed_s": 1809.9}
|
| 148 |
+
{"step": 1680, "loss": -1264.9969482421875, "reward_mean": 0.1290355622768402, "constraint_violation_mean": 0.09711308777332306, "lambda_max": 3.795093059539795, "lambda_mean": 1.417633056640625, "elapsed_s": 1812.5}
|
| 149 |
+
{"step": 1690, "loss": -848.7947998046875, "reward_mean": 0.12402305006980896, "constraint_violation_mean": 0.06299339234828949, "lambda_max": 3.819889783859253, "lambda_mean": 1.4278526306152344, "elapsed_s": 1815.1}
|
| 150 |
+
{"step": 1700, "loss": -1490.271728515625, "reward_mean": 0.1242789626121521, "constraint_violation_mean": 0.12109284847974777, "lambda_max": 3.8397951126098633, "lambda_mean": 1.4367437362670898, "elapsed_s": 1817.8}
|
| 151 |
+
{"step": 1710, "loss": -1176.333740234375, "reward_mean": 0.14443108439445496, "constraint_violation_mean": 0.12099315971136093, "lambda_max": 3.8613779544830322, "lambda_mean": 1.446131944656372, "elapsed_s": 1820.5}
|
| 152 |
+
{"step": 1720, "loss": -812.371826171875, "reward_mean": 0.3005077540874481, "constraint_violation_mean": 0.08971092104911804, "lambda_max": 3.880974054336548, "lambda_mean": 1.4553983211517334, "elapsed_s": 1823.3}
|
| 153 |
+
{"step": 1730, "loss": -753.693115234375, "reward_mean": 0.0248052179813385, "constraint_violation_mean": 0.09728938341140747, "lambda_max": 3.9031593799591064, "lambda_mean": 1.4651546478271484, "elapsed_s": 1825.9}
|
| 154 |
+
{"step": 1740, "loss": -576.9818725585938, "reward_mean": 0.034951385110616684, "constraint_violation_mean": 0.07008611410856247, "lambda_max": 3.9236042499542236, "lambda_mean": 1.472251296043396, "elapsed_s": 1829.6}
|
| 155 |
+
{"step": 1750, "loss": -1424.685791015625, "reward_mean": 0.0011305781081318855, "constraint_violation_mean": 0.12149122357368469, "lambda_max": 3.939692497253418, "lambda_mean": 1.4796452522277832, "elapsed_s": 1832.2}
|
| 156 |
+
{"step": 1760, "loss": -1455.6463623046875, "reward_mean": 0.0058034732937812805, "constraint_violation_mean": 0.09810587018728256, "lambda_max": 3.967787027359009, "lambda_mean": 1.4891870021820068, "elapsed_s": 1834.8}
|
| 157 |
+
{"step": 1770, "loss": -1088.88525390625, "reward_mean": 0.000286101276287809, "constraint_violation_mean": 0.06957800686359406, "lambda_max": 3.990434408187866, "lambda_mean": 1.4968535900115967, "elapsed_s": 1837.3}
|
| 158 |
+
{"step": 1780, "loss": -1695.1572265625, "reward_mean": 0.05613328516483307, "constraint_violation_mean": 0.1454322785139084, "lambda_max": 4.009182453155518, "lambda_mean": 1.5041139125823975, "elapsed_s": 1840.6}
|
| 159 |
+
{"step": 1790, "loss": -1147.06787109375, "reward_mean": 0.37366580963134766, "constraint_violation_mean": 0.08056905120611191, "lambda_max": 4.030886650085449, "lambda_mean": 1.5124839544296265, "elapsed_s": 1843.3}
|
| 160 |
+
{"step": 1800, "loss": -1524.291259765625, "reward_mean": 0.06285963952541351, "constraint_violation_mean": 0.09879304468631744, "lambda_max": 4.052047252655029, "lambda_mean": 1.521834135055542, "elapsed_s": 1845.8}
|
| 161 |
+
{"step": 1810, "loss": -1224.167724609375, "reward_mean": 0.2567604184150696, "constraint_violation_mean": 0.07211611419916153, "lambda_max": 4.074828147888184, "lambda_mean": 1.5282635688781738, "elapsed_s": 1980.3}
|
| 162 |
+
{"step": 1820, "loss": -1728.956787109375, "reward_mean": 0.13067182898521423, "constraint_violation_mean": 0.11080555617809296, "lambda_max": 4.096381664276123, "lambda_mean": 1.5369873046875, "elapsed_s": 1982.9}
|
| 163 |
+
{"step": 1830, "loss": -815.0755615234375, "reward_mean": 5.970925940346206e-06, "constraint_violation_mean": 0.0839521586894989, "lambda_max": 4.12013578414917, "lambda_mean": 1.5471051931381226, "elapsed_s": 1985.5}
|
| 164 |
+
{"step": 1840, "loss": -305.9390869140625, "reward_mean": 0.30011650919914246, "constraint_violation_mean": 0.02473779022693634, "lambda_max": 4.138354301452637, "lambda_mean": 1.554974913597107, "elapsed_s": 1988.2}
|
| 165 |
+
{"step": 1850, "loss": -1240.1282958984375, "reward_mean": 0.11563514918088913, "constraint_violation_mean": 0.09193377196788788, "lambda_max": 4.15836763381958, "lambda_mean": 1.5633797645568848, "elapsed_s": 1990.8}
|
| 166 |
+
{"step": 1860, "loss": -764.5885620117188, "reward_mean": 0.0008285456569865346, "constraint_violation_mean": 0.09421725571155548, "lambda_max": 4.175553321838379, "lambda_mean": 1.5713205337524414, "elapsed_s": 1993.4}
|
| 167 |
+
{"step": 1870, "loss": -375.3970947265625, "reward_mean": 0.1630355268716812, "constraint_violation_mean": 0.08073605597019196, "lambda_max": 4.196277141571045, "lambda_mean": 1.5794671773910522, "elapsed_s": 1996.0}
|
| 168 |
+
{"step": 1880, "loss": -1250.411376953125, "reward_mean": 0.12733900547027588, "constraint_violation_mean": 0.07960906624794006, "lambda_max": 4.221632957458496, "lambda_mean": 1.5887751579284668, "elapsed_s": 1998.7}
|
| 169 |
+
{"step": 1890, "loss": -895.0322875976562, "reward_mean": 0.3628475069999695, "constraint_violation_mean": 0.049770817160606384, "lambda_max": 4.2426605224609375, "lambda_mean": 1.5952839851379395, "elapsed_s": 2001.3}
|
| 170 |
+
{"step": 1900, "loss": -794.8031005859375, "reward_mean": 0.12247981131076813, "constraint_violation_mean": 0.06799393147230148, "lambda_max": 4.2607855796813965, "lambda_mean": 1.6036748886108398, "elapsed_s": 2003.9}
|
| 171 |
+
{"step": 1910, "loss": -1597.44677734375, "reward_mean": 0.23536844551563263, "constraint_violation_mean": 0.15343627333641052, "lambda_max": 4.284041881561279, "lambda_mean": 1.612994909286499, "elapsed_s": 2006.6}
|
| 172 |
+
{"step": 1920, "loss": -1241.291259765625, "reward_mean": 0.0003672072780318558, "constraint_violation_mean": 0.07069586962461472, "lambda_max": 4.309360504150391, "lambda_mean": 1.6233594417572021, "elapsed_s": 2009.2}
|
| 173 |
+
{"step": 1930, "loss": -779.3560791015625, "reward_mean": 0.38486045598983765, "constraint_violation_mean": 0.09633463621139526, "lambda_max": 4.331695079803467, "lambda_mean": 1.6343969106674194, "elapsed_s": 2012.0}
|
| 174 |
+
{"step": 1940, "loss": -1192.08056640625, "reward_mean": 0.13388554751873016, "constraint_violation_mean": 0.07561292499303818, "lambda_max": 4.35200834274292, "lambda_mean": 1.6438777446746826, "elapsed_s": 2014.6}
|
| 175 |
+
{"step": 1950, "loss": -2011.8385009765625, "reward_mean": 0.03145004063844681, "constraint_violation_mean": 0.16284851729869843, "lambda_max": 4.370819568634033, "lambda_mean": 1.6532819271087646, "elapsed_s": 2017.2}
|
| 176 |
+
{"step": 1960, "loss": -806.1795654296875, "reward_mean": 0.001935784355737269, "constraint_violation_mean": 0.07364223897457123, "lambda_max": 4.387448787689209, "lambda_mean": 1.6623337268829346, "elapsed_s": 2019.8}
|
| 177 |
+
{"step": 1970, "loss": -689.2523193359375, "reward_mean": 0.12438657879829407, "constraint_violation_mean": 0.07665067166090012, "lambda_max": 4.403445243835449, "lambda_mean": 1.6712486743927002, "elapsed_s": 2022.4}
|
| 178 |
+
{"step": 1980, "loss": -773.8118896484375, "reward_mean": 0.22630441188812256, "constraint_violation_mean": 0.06022094935178757, "lambda_max": 4.426985740661621, "lambda_mean": 1.6797266006469727, "elapsed_s": 2025.0}
|
| 179 |
+
{"step": 1990, "loss": -1726.54052734375, "reward_mean": 0.21311765909194946, "constraint_violation_mean": 0.1248866617679596, "lambda_max": 4.444369792938232, "lambda_mean": 1.6901658773422241, "elapsed_s": 2027.7}
|
| 180 |
+
{"step": 2000, "loss": -1346.969482421875, "reward_mean": 0.12437019497156143, "constraint_violation_mean": 0.09158121794462204, "lambda_max": 4.463998794555664, "lambda_mean": 1.6995034217834473, "elapsed_s": 2030.3}
|
OPC/best.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:152b32308d1f870d3f11a7d09c3a136da2c88371356cc36308077048506ab438
|
| 3 |
+
size 1317628493
|
OPC/metrics.json
ADDED
|
@@ -0,0 +1,170 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"basic_overall": {
|
| 3 |
+
"n": 64,
|
| 4 |
+
"parse_rate": 1.0,
|
| 5 |
+
"mean_pred_len": 600.0,
|
| 6 |
+
"mean_pred_gc": 0.408671875,
|
| 7 |
+
"mean_gold_len": 500.0,
|
| 8 |
+
"mean_gold_gc": 0.6460937499999999,
|
| 9 |
+
"mean_gc_abs_err": 0.238953125,
|
| 10 |
+
"mean_length_ratio": 1.2
|
| 11 |
+
},
|
| 12 |
+
"basic_per_celltype": {
|
| 13 |
+
"OPC": {
|
| 14 |
+
"n": 64,
|
| 15 |
+
"parse_rate": 1.0,
|
| 16 |
+
"mean_pred_len": 600.0,
|
| 17 |
+
"mean_pred_gc": 0.408671875
|
| 18 |
+
}
|
| 19 |
+
},
|
| 20 |
+
"sequence_validity": {
|
| 21 |
+
"mean_length": 600.0,
|
| 22 |
+
"max_length": 600.0,
|
| 23 |
+
"min_length": 600.0,
|
| 24 |
+
"mean_fraction_canonical": 0.9992708333333333,
|
| 25 |
+
"max_fraction_canonical": 1.0,
|
| 26 |
+
"min_fraction_canonical": 0.9966666666666667,
|
| 27 |
+
"mean_gc": 0.408671875,
|
| 28 |
+
"max_gc": 0.4666666666666667,
|
| 29 |
+
"min_gc": 0.365,
|
| 30 |
+
"mean_entropy_bits": 1.9723644330567167,
|
| 31 |
+
"max_entropy_bits": 1.9955115277826025,
|
| 32 |
+
"min_entropy_bits": 1.9461971311420452,
|
| 33 |
+
"mean_longest_homopolymer": 5.5625,
|
| 34 |
+
"max_longest_homopolymer": 9.0,
|
| 35 |
+
"min_longest_homopolymer": 4.0,
|
| 36 |
+
"mean_tandem_repeat_fraction": 0.024427083333333335,
|
| 37 |
+
"max_tandem_repeat_fraction": 0.06833333333333333,
|
| 38 |
+
"min_tandem_repeat_fraction": 0.0
|
| 39 |
+
},
|
| 40 |
+
"sequence_validity_gold_reference": {
|
| 41 |
+
"mean_length": 500.0,
|
| 42 |
+
"max_length": 500.0,
|
| 43 |
+
"min_length": 500.0,
|
| 44 |
+
"mean_fraction_canonical": 1.0,
|
| 45 |
+
"max_fraction_canonical": 1.0,
|
| 46 |
+
"min_fraction_canonical": 1.0,
|
| 47 |
+
"mean_gc": 0.5223668571428571,
|
| 48 |
+
"max_gc": 0.896,
|
| 49 |
+
"min_gc": 0.276,
|
| 50 |
+
"mean_entropy_bits": 1.954767692123513,
|
| 51 |
+
"max_entropy_bits": 1.9999769166331194,
|
| 52 |
+
"min_entropy_bits": 1.4728614433169502,
|
| 53 |
+
"mean_longest_homopolymer": 7.143714285714286,
|
| 54 |
+
"max_longest_homopolymer": 42.0,
|
| 55 |
+
"min_longest_homopolymer": 3.0,
|
| 56 |
+
"mean_tandem_repeat_fraction": 0.04596485714285715,
|
| 57 |
+
"max_tandem_repeat_fraction": 0.512,
|
| 58 |
+
"min_tandem_repeat_fraction": 0.0
|
| 59 |
+
},
|
| 60 |
+
"fimo_leonine_js": {
|
| 61 |
+
"scanner": "fimo",
|
| 62 |
+
"motif_universe_size": 775,
|
| 63 |
+
"pvalue": 0.0001,
|
| 64 |
+
"heatmap": [
|
| 65 |
+
[
|
| 66 |
+
0.2987195285641781
|
| 67 |
+
]
|
| 68 |
+
],
|
| 69 |
+
"cell_types": [
|
| 70 |
+
"OPC"
|
| 71 |
+
],
|
| 72 |
+
"summary": {
|
| 73 |
+
"diag_mean": 0.2987195285641781,
|
| 74 |
+
"offdiag_mean": 0.0,
|
| 75 |
+
"specificity_ratio": 0.0,
|
| 76 |
+
"n_cell_types": 1
|
| 77 |
+
},
|
| 78 |
+
"frobenius_diff_vs_obs_self": Infinity
|
| 79 |
+
},
|
| 80 |
+
"fimo_ctrldna_motif_corr": {
|
| 81 |
+
"scanner": "fimo",
|
| 82 |
+
"per_cell": {
|
| 83 |
+
"OPC": {
|
| 84 |
+
"pearson_r": -0.29373300551581283,
|
| 85 |
+
"r_squared": 0.08627907852935253,
|
| 86 |
+
"slope": -1.0280849513879486,
|
| 87 |
+
"intercept": 0.002616883808242514,
|
| 88 |
+
"n_motifs": 775
|
| 89 |
+
}
|
| 90 |
+
},
|
| 91 |
+
"summary": {
|
| 92 |
+
"mean_r_squared": 0.08627907852935253,
|
| 93 |
+
"min_r_squared": 0.08627907852935253,
|
| 94 |
+
"max_r_squared": 0.08627907852935253,
|
| 95 |
+
"n_cells": 1
|
| 96 |
+
}
|
| 97 |
+
},
|
| 98 |
+
"fimo_tf_program_specificity": {
|
| 99 |
+
"scanner": "fimo",
|
| 100 |
+
"per_cell_program_fraction": {
|
| 101 |
+
"OPC": 0.012476007677543186
|
| 102 |
+
},
|
| 103 |
+
"mean_program_fraction": 0.012476007677543186,
|
| 104 |
+
"random_baseline": 0.143,
|
| 105 |
+
"interpretation": "fraction of motif hits in each cell-type's generated enhancers that come from THAT cell type's known TF program (NEUROD/MEF2 for Ex, SPI1/IRF for Mic, etc.). 1/7 = random; higher = better cell-specificity."
|
| 106 |
+
},
|
| 107 |
+
"moods_leonine_js": {
|
| 108 |
+
"scanner": "moods",
|
| 109 |
+
"motif_universe_size": 720,
|
| 110 |
+
"pvalue": 0.0001,
|
| 111 |
+
"heatmap": [
|
| 112 |
+
[
|
| 113 |
+
0.34648546391583057
|
| 114 |
+
]
|
| 115 |
+
],
|
| 116 |
+
"cell_types": [
|
| 117 |
+
"OPC"
|
| 118 |
+
],
|
| 119 |
+
"summary": {
|
| 120 |
+
"diag_mean": 0.34648546391583057,
|
| 121 |
+
"offdiag_mean": 0.0,
|
| 122 |
+
"specificity_ratio": 0.0,
|
| 123 |
+
"n_cell_types": 1
|
| 124 |
+
},
|
| 125 |
+
"frobenius_diff_vs_obs_self": Infinity
|
| 126 |
+
},
|
| 127 |
+
"moods_ctrldna_motif_corr": {
|
| 128 |
+
"scanner": "moods",
|
| 129 |
+
"per_cell": {
|
| 130 |
+
"OPC": {
|
| 131 |
+
"pearson_r": -0.2689534262913053,
|
| 132 |
+
"r_squared": 0.0723359455138326,
|
| 133 |
+
"slope": -0.4648942767816862,
|
| 134 |
+
"intercept": 0.0020345753844190086,
|
| 135 |
+
"n_motifs": 720
|
| 136 |
+
}
|
| 137 |
+
},
|
| 138 |
+
"summary": {
|
| 139 |
+
"mean_r_squared": 0.0723359455138326,
|
| 140 |
+
"min_r_squared": 0.0723359455138326,
|
| 141 |
+
"max_r_squared": 0.0723359455138326,
|
| 142 |
+
"n_cells": 1
|
| 143 |
+
}
|
| 144 |
+
},
|
| 145 |
+
"moods_tf_program_specificity": {
|
| 146 |
+
"scanner": "moods",
|
| 147 |
+
"per_cell_program_fraction": {
|
| 148 |
+
"OPC": 0.01701534170153417
|
| 149 |
+
},
|
| 150 |
+
"mean_program_fraction": 0.01701534170153417,
|
| 151 |
+
"random_baseline": 0.143,
|
| 152 |
+
"interpretation": "fraction of motif hits in each cell-type's generated enhancers that come from THAT cell type's known TF program (NEUROD/MEF2 for Ex, SPI1/IRF for Mic, etc.). 1/7 = random; higher = better cell-specificity."
|
| 153 |
+
},
|
| 154 |
+
"oracle": {
|
| 155 |
+
"oracle_type": "SeparateBinaryOracle",
|
| 156 |
+
"n_scored": 64,
|
| 157 |
+
"n_aligned_for_fid": 64,
|
| 158 |
+
"gen_argmax_accuracy": 0.078125,
|
| 159 |
+
"gen_on_target": -21.557026046328247,
|
| 160 |
+
"gen_off_target": -18.070578917860985,
|
| 161 |
+
"gen_specificity": -3.486447128467262,
|
| 162 |
+
"gold_argmax_accuracy": 0.96875,
|
| 163 |
+
"gold_specificity": 22.48973259329796,
|
| 164 |
+
"n_gold": 64.0,
|
| 165 |
+
"fid": 87.05557315766066,
|
| 166 |
+
"fid_per_cell": {
|
| 167 |
+
"OPC": 87.05557315766066
|
| 168 |
+
}
|
| 169 |
+
}
|
| 170 |
+
}
|
OPC/samples_generated.jsonl
ADDED
|
@@ -0,0 +1,64 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"id": "ctrldna_OPC_0", "cell_type": "OPC", "candidate_enhancer": "CGGAAGATGAAATAAACATGTGTAAAGGCTTAACTCATAAATGGATTGTCCCCCATAAGATGGTTGCCTGCTAGTGGCAGTAGGCAGGTTTGAATTTCAGAATCCTATATTAATTTAGGAAATGACACTATGGTATTGGATTTTTACTAAGAGAATTACCGGTGGAGATATCTGACTAGCTTATCCCGAGTTTTATTTCACGTATAGAAAGGTTTCAAAATCACAACCATCTCAACAGAGAATCGTCGATGGGAAAAATGGCATAGTGATTCTTCCAAGCGTGAATTAGAATGTAAGACAGGTAGAAGACTCATCAGCTCGTTAATATCACGGCACGGACATTACTAATTTCCTTCTCAACAGGGCGGCTCTACAATATATGTTGTTTGGGTTAAGTAAACAATTGTTTGGACAACGGTGGAATCAGCTGCCCCCTGAGTAGGTTCCTAACTTATATACTTTGCACGTGATAACTGAGGAGAGTTTGATTCAGATACAGTACAATTAAAATCTTGTCTGATGCACAAGATGGACGAACCATCGTTATGCTAAATCATAGATCATGACTTTGGTTGTGAATCATTTAGTCGACTAAATCAC", "method": "ctrl_dna"}
|
| 2 |
+
{"id": "ctrldna_OPC_1", "cell_type": "OPC", "candidate_enhancer": "TTATCGGACGTTGTCTTTTCCGTGATGCTAGCTTCTAAGACATGATTCTAAAATCGTATGGGCCATAGTCAACGTTCATCGGCTCGGGACGTACGATCGCAAAAGGCCTAAAACTCAAGATCAATGTAGATTTTATTCACTTGAATGGGTTTCTCGGATATTCATGCCCTAGTCTGGTACCGCAAGACATTTGGAAGATAACTCCTCAGGTTTCACCGCATGGGGTGTGAGGTGACTAGCTGATTAGAAATGATCGGGCCCATATCTTGGTGTATTTCCTTTTAATGCTCCGGAACGCTGGATTGAAATTTCACAGATTCAAGCAAGCCAAGAAGCCATATATGAATATATGTCTTCGTTGCGGAATTAAGCCTTCAGTAAACATGTTAACGTGCCTCTCGAGTAAAGCCAACCTTGGTCGAACTTAATCGTTAATTTGTTAAAAGCCTATACCTTGCACATATTTTCCTCACTTATTTGACTTCTGGTTCATGAATTGAGTAGTGTCAAAATTGACGGAATCAGAAGGAAGGTTTTGAATGGCATTCGTCTTCGATCGACGTTCTTTAGAAGTGCCACGCTAAATTAATGCGAGTAACG", "method": "ctrl_dna"}
|
| 3 |
+
{"id": "ctrldna_OPC_2", "cell_type": "OPC", "candidate_enhancer": "GATNCTAAAAACGTAGGACTCGATGGAATAGAGCTATATAGCCATGTAACTGATGTTTAAACAACTTTTCAACGTTATTGGACTTGGTCGGGGAATCTTGGCCAACACCATGAGACTAATTCAATATGTGTCAACTCATTAGAGCATCCTAATAAGTTTTAATAGTATTTAGAAGGCCCATTCTGGTGTAATCTATAGCATACTCTTATACTGTAGCTGCCCATACTGACAAATGTAAAAAGCGACACTCATTATGTTTTTTGTTCTGTGCTAGTTGGTAGGGACTTGACGGAAATCGTCCATCTAATGACTCATGTATCGAATGAGATTTTGCAACCCGAATTAGAACTCAAACATTGGTCACGCACCTCTGTAGGAATGTGATCAAACGCTGCCTTAAAAATGAATCATAATTCGCCTCAAGACTAAAGTTGACTGTATGAAGTGATAGTCGTCGTATTCAAGTATGCTGTAAGTAAGAGCTTGAAGCACCTATCATTTGTTTCATATTGCGGTGTAGTGGCTCCTAGTTACAAGCATTCGCCCGTAAACTGTTCTAAAACATTGGGGGTACTATGACATCCTCAACTGTTACAAAAC", "method": "ctrl_dna"}
|
| 4 |
+
{"id": "ctrldna_OPC_3", "cell_type": "OPC", "candidate_enhancer": "AATNACGTGCAGAAGAATTCATGGTCTTATACCAAGAAATCTTTATGTACTTAAGATTTATAATTTACATCTCAGTAATTTACGCGGGGCCTTACGACGAAAACCAAAGTGTTGGTAGGATACGGAGAAGTTGAAATCAATGTAACGTTATAAAACCGATCAAATCAGTGCGATCTTTTAATTCTCACGTCTTGAGTCTGATGTATCATCCTGTGTGATGGTAATATTTTGTTAAAGTTCTGGACGAGTAAGACTTATGGTCAGGTCTTATACTCTTCGCAGAAGCGCCCCACCTTTTCGTAGCCTTAATCTTACGAAATCGGCTCATTGTTTGTCTCGATTTAGCGCGCACGTCAGAACTCGTTAACCACCGATTCTGAGAATGCGTCTCGAGCAATTATTTGCTGGCCACATGTTATTCAGCGATCCTGCATAGGAATTAATGTATGGTGGATAACGATATCAGAGAAAAAGTCCGTACGCAACGAATAAGAGAGTTATAATCTGCTATATTGATACATGTCGTTCAAAACTATCTACACAATACTAAACTGAGTTCGGGTTATTTTCTTGAATTACACTGAGACTAGAACGTTACTG", "method": "ctrl_dna"}
|
| 5 |
+
{"id": "ctrldna_OPC_4", "cell_type": "OPC", "candidate_enhancer": "GATTGGCAACTACCGTTATGACTGAACTGCGAGCTCCATCCTGTAGATTGTTTCCTAGGTCACACCGTATGCCGCGTATATATGGCGATCAGTGCTACCCGACAACCAAGCAACAGTTCAAGAACGCGTAGTGTCGTATTTCGAACAGTACTCAATCATGTAATACAATTTGGTCTTATTTCCTATTAGTGTTTCCATATGACTGTAATGTAATAAGTCTCCTTTACCTACCATGATAACTTGCAACTATGTTACTTAGAAAATTTTGGGCTAAACCGAATTACAAACGTCTTATCAATGACTCGCGCACATAAAGCGGCAAGTGTGTATACTTTAAAGCCAGAATTGTGCGCATCACCTTCGAGTGTCATTATGAATTATTTTGTAGAAGTCCTATGTCTAGACATCTCACTTAAACCTACAGTTGCGTGTGTCCACTATTTGCAGGCCAGACTGTTTGCTTCGCACTGTTAAGAACGCTGTTGTAGAGCCAGACCCGCGGCATTACACCCGGACTATGGTTTCTTTGAGGATGTTTAGCTAATAAATCTGACCCATGGCGAAGAATATAGATCCTTAATGGTATCCCCAGACATAGAC", "method": "ctrl_dna"}
|
| 6 |
+
{"id": "ctrldna_OPC_5", "cell_type": "OPC", "candidate_enhancer": "AGTNTTGAAGTACGATGATAAACATGCTTCATACCACTTCGAATTAGATATCCCCTTACGGCTTATTCGATCTACTACTTACATTAATTTGACTTGATTAGAAGCTCCTGTAGGCGATGGGAAATTAGACACTAACATTAAAGGTACTGCAGCACTGATTGTTAATTTTAATGTACCGTTCTTCACCGTAGAGAGGGCACTTCCGGGCTCTAAGAGAAGGTGAGACCACTCCAGAATCATTCATAATAATATATGTAACTCAGAACCACATTTAGGATGTTTCTCTCCTAATATACCAATGCAGACTCCTGTGAGCCATTTGGAGCGTTAACCTATCAGACAATAAGGCCACCTACGATGCACTAATACAAGCCTCCTCGTATACTGACACGAGAGATGACCGCAAATAATTAAATACTAACCGAGGCGGAATGTAGGTTTATATGAGATGCCTATACAATGTCCATAGGTGAAACGTTTTATTCCGTAGAACTCACCGAGTGCACTTCAATGTGACTTCTAAAGCTATGTCATGATCACGAATTACCGACTCTAAATAGGCAGTTGACCGGAGGAGTCGTAAAGACCGAGAGAGCTAAG", "method": "ctrl_dna"}
|
| 7 |
+
{"id": "ctrldna_OPC_6", "cell_type": "OPC", "candidate_enhancer": "TTNAATCTTTTGGTCAGACATAGATTCTAGGGTGGTCCATGGCAGGTCTATTGATACTCTAACATACGGGGAAGTATCATAGGCTTAAGCCAGGAGGGAAGTGTCAAGATTGAGCCAGATTCTATTAACAACTCCACAGAGGAAGATACGTTGCCGGTATCAAACTTACGTCGGCGGCGACTTATAGTTCTACATAACACATCTTTCAGGATTCCTTAGCTGCAGTAATCATCGCGCGGTGCCATTCGTCTGACTTACGATTTGTGCCTACGATGGAATGCCACTCTTAGGTAGCAAGTCCCTATCACTACTATTTACAGTAAAAGCGTTCGGATAAACTTCCGGCATTTCTTCAAGTAGGTAGGTACGAGACGATGTGTCCTAGTATAGTTTTTTCTGAGGTATCAAATCTTTCCCGAATTAAGCAAATAGATATAAATTATGGTATGTTGGCTTAGTAAAAAGATTATCCCCGGACTCTAAAACGCGATCCCTTCGGAAAGACCAAAATTCACACGAAATATTTCCCGGCTTGCTTGAGTCTACACAGGAAAACGTGTCCGATACCGATCGTCCTTTACTTCCTCGCAATGACTCCAT", "method": "ctrl_dna"}
|
| 8 |
+
{"id": "ctrldna_OPC_7", "cell_type": "OPC", "candidate_enhancer": "ATNGGCTAGCTGAAATACCACGCATTCTATCGGTAACCCCCCATAACATTTGCAAGAAGAGCTCAACTCAATTAGGATCTGGGTCTGAGTTTCATGGATTAGTAGTTTGGGAGCAGTTGCCTTGCCAGTTTCCGAATCCAAATAACAGCGACATTTCACGTCGTCGCCGTTTCATCGGGCAGCAGGTCTGACCCAAACATTTCGTACTCAGGATCAGACGAGTACGTTATTGTTTGTTTTGTTGCCCTATGTCGTTTCAAATAAGATTAGCATAAATCTTGTATTTGGAGCGTCTCAGTGTATACTAACTCGTCTCGAATGAATTATCCAACAGAACACAGCTCGTGAGTGCCCTTTCGTCCACTCCGTGTAAACGACCTAGTCGGCGTCCAGGGGCTCTGAACTTAACTACACATACCCATAAATCATATTGCGGACTACAGCCTTTCGGTGGTTTTTGAATTAACTCCACTCGGTAGAAGAATTTTCACTTTTTGCCTATTCGAGTCTGAAGCACAGTCGATTTTTCTGTACCTGAGAATTAGCTTAACGTAGATTGAGGCGAAACCCGAATAAAGGAGTGCCACAATACACGCATCT", "method": "ctrl_dna"}
|
| 9 |
+
{"id": "ctrldna_OPC_8", "cell_type": "OPC", "candidate_enhancer": "ACCGCTATTGAGTTAGTACCTTCTTCATATGGAGGAATGTATAGAAACTTATCGTATAATCGCATTGGTCGTTGCCGCTTCAGTAGCATGGAAATTCCAGGCTTATGTCTTGAGGCTCACCGATAGTCACATATCTTGTCGACTAGGCATTCCCGAATTTCTATTTCATAATAATTATGTGTACACTTTGAATACGAATAAAAATTCCCCAATATCCAAATTAATCTATGATTGATTGAGCAAGAATTGAACGGCTTTGCGTTGGTTTAAATGTCATGCACTGTAAATATGGAGAAGCAATTCAATATACCCATGACGATAGAGATAACTCCCATAACATACTGAAATTTTCTGGTGTGTCTATTAAACTGCAGGTAGAATGGCACAGCAACGTATGACCGAAGACTCAATATATTCTTCGCTGAGTCAAAAATATTTGGCAGTACTATCCACCTACATGCATAGTATCTCGGATACTGTTTTTACCGCACAATGTTGTGGTTTTGACCCGGGGTGAATCTATCTTCGTGTGAGCGGACAAACAATATCTGGTTGATGCGATACTTCACTCGATACTTTTAAAATTTGAGCTTATTAGCG", "method": "ctrl_dna"}
|
| 10 |
+
{"id": "ctrldna_OPC_9", "cell_type": "OPC", "candidate_enhancer": "AGCTGACCTAACATATCCTGGCGGATCCTTAGTGTCGATTGTCCTATAGCTGCAAAATAGTGCTTAAAATCTTTGTATGAATGTGGTATCCCGAGGGTTTCCAAAAAGAAGTCTGCAGTATGTCTAAAAATGAAACAGTGAGCGGGTTCAATGCTTTCAGCTTATATGGCGCACATGTAGATTTACCCTTCTAAGCACCCACGTTTGCGTAGCATTTTCAGCTCTTGTAGTCATGTCTCATTCTATTGTTTGTATACATATTAATAGGTTCTGAAAATTTCTGAATCAGCAGCTCGCCAGTGGTGCTAAACAACGGCTAGAATTTTAACCAGTACTTAGCAAAAAATCATCTTTCCCTGTGGCGTCGCTCCTGGACATATTCATAGTAATTAGAACGGCACTCCGAATACTTAAGTCTTGATGTTCTGAGACAGAGAAAATACGATACACGACAACTATTATTAGGGCCAAAATAAGATTCCTTTATTCGGTGCGCTGGTTAGTACGGGAACCAAAATCACTATATGCCCGATCCATGCCTGCACCGTACCATTGAATAAAAATTACTATCAACTGAAGTAGTTATCAGTTCAACCAATC", "method": "ctrl_dna"}
|
| 11 |
+
{"id": "ctrldna_OPC_10", "cell_type": "OPC", "candidate_enhancer": "TAAGGGTAAGATTATCGCTACGTTGCTCGGCTAAAGAATTCTGGTCGTAAGATTACTAGGGTTGTTGCTCTGAAACATATAGGTAAGTAAGAAAGTGTGTTACCTTTGCTACGCCTATCCATTTAGATGGTGATGGAATCAATACATTTCCCCACATGCTGGATTAAGATCTAGGGATTGCGTTCATTCGTTCTTCAAAAGTTGCGGGCAGCGACGAATAATTAATTTGAAAATTTTAGTTGATTACAATTAAGCAGCGTCGATTCGAGAGTCAGAAGTGAAAATAGATTCTTAAACGAAAATACACATCACTAAATAATTGATGAGACTCTATCAGACGAAGTGTTTAGATACTGGCACAAACTGCAGACGCTTGGCAAAAGACCTGAGTAAAATTCAGCGTCTTCGCCTATATCGTCATCATACCTTCACGCTTTATACCTTCTGGCCGTCGACGTACTACATTCTGCGATTGTTCTGTGGTGTTGTCAATGGTTGATGTTCATAGCGTTCAACCTTACAAATCGTATCTACCCGTCTAATTATGGTTCTCTCTAGTAATGCGGTCATAATTCCAATCTCTAATAACAACATCACAGG", "method": "ctrl_dna"}
|
| 12 |
+
{"id": "ctrldna_OPC_11", "cell_type": "OPC", "candidate_enhancer": "GAGTGGCACTAGCGCTATGTCGTAGTGTCCATTAAACAAGTATGCGTAGGTGAAGGCCAAATGTAATTTTTCAAAGGGGAAACTGATGTAATAGCATTTTACTCACGGGGCAAGTAGGGAAGCCGCTTTCTCTATTAGCTGGCCTACAACTGACGGAGTTCGGCACATTAAGCTTGCAACATCAGGGATGCAATTAAACCGTACCTTGGCATTTTTCTTCTTTGAAAACATTGTTAACCCTATTCTCGGTGCTGCATGAAATGACATAAGCGATTTGTGTGAAAACGTTGCGACCGTCGTTCGCTAGAAATTAGTGGGATTCCGGGCAAACACTGTAAATGCTACAACCTGGTGGTCACGCGCTTACTGTTTCAAGCATAAGGGCTCGTGATAAGCCTAATTACGGGGAGGTGCTAAGAACTAGGATGCTGTACGTAAAAATCGCAACTAGATATTCCTACCGACGCTCTATGATAAAGACACATTTCCTCGGTGACGTTGACGCTATGCGCAACCCTCACCTTCCTCTACATCCTAAGGCCGTCGGCATCGCTGCTTGTATACGCTTAGCACCATTATACCTTCCAGCCTAGCAAACAA", "method": "ctrl_dna"}
|
| 13 |
+
{"id": "ctrldna_OPC_12", "cell_type": "OPC", "candidate_enhancer": "GCCTCTTTGCCGTACTGTCGTTAATCTATTTAACGGTTTTGGAAGGTAGCGAGGACTACAACTAGCCCAGATAGAGAAAAACAACACAGAGTTCCACGAAATGTGGACTCTAAGAAACGAACCGTTAGCTACTCTCTATTTTATTCAACTTATTAATATTAGAAATCTATATTGACTTGATGGGCTGCTTCGTCAGGACCGTTAACTTATTTCGTTTGAACTATACGTATCATTCTAACGCGATCCAAATTTGTGCAAAACGCTAGGTGTATATGTTCATGCTTGGAAATGCTGGGATTGTTTGAGACACATATCATTTGGTAGTGGTTGTGTAACGTCCTTTTGCAAATAGTCTTTCAGGATCTTTTTTTTCCATCGAGGACTAGTTACAGTTGAGGAGGTACCGCATGATATATTTTGAAGTGATCTTATTTTGACTCAACTAGTAGTTAACTTTAACCGATTCATCTCTTAGAAACTTCCGGGACGAGTGATTTCTATGCATGCAAAAGTTTGCTTGAGCTAGTTGGTAGAGTATAGCTATTGTACGACTTTCTTAATGTCCTAACTTGATTATACCCGTGGAGGAGAGCCCTTAAT", "method": "ctrl_dna"}
|
| 14 |
+
{"id": "ctrldna_OPC_13", "cell_type": "OPC", "candidate_enhancer": "ATACTATAACTTTTAAATATATGTTTAATACCTACCTATTCATTTAGCCATTTGTTCAGGCTCGATTGTGCTAAGAAAAGGATAGCGAATCACTATGAAATATAGCTTGGGTTGTACTAAATAACTAATTTCGAGCAAATGTTTATCTTACGTGATAAAGACGAAGAAGGGAAGACAAAGAAGACCCTATTTAGAAATCGTAATCCGACAATCCCCGGAAATTCTATCCACCAACGTTAACTTAAACGTCCATGACCAATCGTCTTCTTCGATTATCCCAGCGTTTCATCACAGGTCCTTTTCCCAGATTGAACCATGCAAAGTGCTATCCATAGAGTGGTGTTCTTTCTATTCGCTATGGCGTTTTAGTCTTATTGTATTGCATCGGCCTATATCCGAACCTTCAAGTTTTTGTGAACCGAATCAAACCTGTGGACGTTCATAACTTATTAGGTCAGTACATAGTAAGTGCAGAATATTTTCTATAGAATCCAGGGACGTTCAAGCGCATGATCCATTTTACTACCTATACACCTTATCTCTATTCAGTTACGATAGTTCAATAATGGGCTTCTAAACAATTCTAACACATGCGTCACT", "method": "ctrl_dna"}
|
| 15 |
+
{"id": "ctrldna_OPC_14", "cell_type": "OPC", "candidate_enhancer": "CTNTTCTTTTAAAGTTTAAGTATTTAACGGGGCACCTGAATTGCTGCACTTTCTGCGCTCTATCGCCCTATGTAATAATTGCCGTTAAGTACCGAGTCTCCAAGAAGACTTCATACAACCATAGTAGGATTCCTTCCGAATAAAACATGAGAGCTGAGGCGACTCCTCTCTTTACAAAGCTTTGTCCTTTTATTTCCCGATATAGATTATCTGGTGTGAAACACTGAGAGTTTGTTGCCGATTCGCATTATTGTATTAAGAAGTGTCGATTATCAAGATTTATGTATTTGCGTTTATATTAGTTACAATTGTTAGGAATGTCCAATTAAGTTATCCCGAACAAGTTTTTACATTATGTTTATGTGGAGAGCCAAGAATATCAAGGTGGGCTCGGGAGCCTTTCGCCTTATTCGGGTACATACTGCAAGCCTCGGGATATGACGGAGTGAAATGAGACTACCGCGCAATTACAGAGAGCTAGGAAGGCCTTGGATTCTCAATATTGGCAGCATTTCCCTGGTAGACATCATCTCAATATCAACTTAAACCGAAACGTCTTATCCCCAGTGCAGAGGAAAGATAGAGACCCTAATAGTGAGA", "method": "ctrl_dna"}
|
| 16 |
+
{"id": "ctrldna_OPC_15", "cell_type": "OPC", "candidate_enhancer": "TTGTATTTGAGTCTAAGAAAATTGCCAACGATAATGACTTGCCCCGCACCTGGTGCGATCTTATTAGGACTGAGTTATTACTGGAACAACACGGCGTCTTCTTAGATCGGCCCCTACTAATACACTTTTTAACACTGTAACTATATAAAATTGCATCTTGTCCTCCAACTAGTTGTACTCATAATTGATCTCTTTAACGTGCTCTTACGTGAACCGTAAAAGTAGAAGGAAACCCAAACTAGTACAAAAAAGGCAAAGAATTTGGTTAAGGTCATCATATCTATAACATTGTAACTTTAAGATATATTGTAAGTTGTGATAAGCCCCTCTTAGATTCAACTTACGTTGCTGTGCAGAAGTCGGAATGAGAACGAGTTAAAGGGCGGAAACGTCAAAAGTGGACTATCTGACAAGTTAGGTGGGATAAACTTGGGCAGCCTTACGCCTCCACATTATTACTTTCTGCAGAGATATGGTGTTGTGACCCTCTTCCTGGTTCCAGTTTGTTGTGAGAAATTAAAACGATGATTGTCGCTCCGATGCACCTCACGCGATCACATCACGCGCTTCCAAAAATTTTTACCTGTAACGGATACGCTA", "method": "ctrl_dna"}
|
| 17 |
+
{"id": "ctrldna_OPC_16", "cell_type": "OPC", "candidate_enhancer": "GGNGTTCAATTAACTGCGAGATGGATTTTTTTTTAATCTAGGAGTACGGGAAAGTAGCTTACTAGCACAATATCGTTCTTTTTTATTATGCGCGTGAACCTATATTCCGCAGGACCTATGTTTTCCGGGGCTTAGCTCATATTGAACTAGGACTTTATGTAAATGCGATTTAATACTCTTCACGTAGTTGCGCATGGAAACGATGAGACGCACAGGCGATGTTGTACTGAGTCGCTATTCGCGTAAAAATATCTTATATCGATCTGGCGACTTATTGCAGTGATCAGTAGCGCAGTCCACCGAAAGACCGGTTTGGGTAATGAGGAGCCGATTTTAGCCAGCACCTCAATACGGTCTGAGTCTATACTAACGTTGTATATAGGTCCCTCTTTTGTGCTTACAGGAAGACTATACGGGACTAGACTGTAAGATAATTAGGTATGTTGTACAGTCTGCTGCGCTATGTATGCTTCTCTGATACACGCGTTGTTTAGTCCAAGCTATTAGGCTGAGTTGCACTATGCACGACTACGAATTAAGGTTATGTCAACAGATCCGGGTTAGGCAATGAATTAGCCGTGTACATCTAGTGGCTTTATA", "method": "ctrl_dna"}
|
| 18 |
+
{"id": "ctrldna_OPC_17", "cell_type": "OPC", "candidate_enhancer": "CAGCTACTTAAGATGAAACACGATAATCAACTCGATCTCCACTTCTTTTTCGATTAACTAAGACGTAATGTTGGGGTAGGGATTTGCCCCATGACAAGCCTGATAGTATATTTGGTAATGATGTTGTACTGTGCTACCCTATAGTTAACGGAACCAGGCAAACTCAACAGAGGTAGTAGATGACCATATATGACAAAATACTTAATCACAATATTCGAGAAGTGATTGATCTTGACGAGAGTTTTCGGTAAGAGGATAAACTAACTAGGTGTCTTTTTGCAATACATCCTAGAATTGTTAAAACACTAACTCTTTGATCGCTGGAGCAAGATCCTGTGAGCGCTCACGTTCTTAGGCAATGTTAACGCATTCCATTCTAAAGCAATGCTGTATTCTCAGTAATTTGTAGGATGCACGATGGTTATGGTGCCGATACCATCATGTTTGTACGAACGAGTGCGAACATTTTTTCAACTCTTTACAAGGTCATATGAAGTATGCTACATAAATTATGCTGACGCAACTAGCACATGTTAAGACATACTAGCGAGCTCCGTCAGTAGTGTTTGGGACCCCTGGACCACGCCTTGGATATATTTT", "method": "ctrl_dna"}
|
| 19 |
+
{"id": "ctrldna_OPC_18", "cell_type": "OPC", "candidate_enhancer": "GTTAAGGTTTAGTCATAGTTACCAGCAGCAGTGTATGCCAAAGCCTCGGGCTACTCAGACCTTTCCCGAGCGGGAACTGTATTCAAACTACTGGAGATTTGCGGCGGTCTACTGACTAACAGACTAGCGCCATTATGGGATTTAACCGAACGTTCAGGCAATACTTTCTTGCCCGAAATATGCGGGGCCTTGATCACACGAGCATACGCTAAAAAATCTGAACCATTTAGTGGAGGGTTCCGATGAATTAGTAGTGGGACAAGCTAGTTTCAAGTAATGTCCTTACGTATTACGGGGCATGGTTCTCCATTTTGATTCCATATACAATCATGCACAAGTTATAGTGTATTAAAGTACTCATATATTTAGATGCACTTGATCTCTTCTACACCGAGCATGTTAACATTTTCGGTAGTCCGCGTTCATACGTCTTACGCAACGAATGCCGAGCTGGGAAACCGAACTACGTTACGTCGACCTGTACATCTTAACGCCGAATCATCTACGCTTTGGTCGATATTGTAGAAATTTGTGTGGAAAGCGACCTGGATAGACGCCCTCGTTACTATCTATCAAATATGCATAAACCTGTAGGTCTGT", "method": "ctrl_dna"}
|
| 20 |
+
{"id": "ctrldna_OPC_19", "cell_type": "OPC", "candidate_enhancer": "TTNNGTCATTGATTAATATATAAGTGGACTTCAAGAGATTTTTTATCATATGAAATAGGAACTAGAACCAATCTACTCCGTTCACCATTAGCGATACTACATACCCTTCGAACACAAACAAAAGGTTATATCACAGGATGTATATTGCAAGAATAGACGTTAACAATCGATAAACTGTGACATACAACTAGAATAGTTAACACCCCGTGAATTGTATCTTGAAATCTTAAATTCGTCTTTTATTACCGTCTTCTACGAAAGGTTTTCTATCATACAGCTCTTCGGCAAACGGTCACTTACTCGCCGTTGTACTAATCGATCCATCACAGACAACTGTTTTTTCTGAATACGGAAAGTAGAGACCATGGTGTATCACATACCCTACATAGACTCTTATCACGTGCGAGGGTTCAAACTTTACATCGAAACCACACTTAAATAGTGGTTGATCGACGTCGGTCTACCACTCAAAACCTGTCATTACGACAAGTAGTACTTAAAAGGTTCCTCGTGGATTGACATTAGCCTTGTTAGACCCACTAGAAAGATGGTTTGCTTATAATTCTTAGGGTTCTGTGCTCGGGCTGGAATCATTTTGTC", "method": "ctrl_dna"}
|
| 21 |
+
{"id": "ctrldna_OPC_20", "cell_type": "OPC", "candidate_enhancer": "CGGAATGCACTTTGGAATTGAGGTGAGTATGACTTATTTTACAATTGTCGGTCTCCTGAATATGGACAATATCGATAATGCCTTTTGAGAATAATGTCTTCTCACCAATTGACGATATATAGAACGCCCGGTACTATTTATTTTTGTGTGTTGTGCACATGCATCGTCCGGTATGCTTGATCCGGACCAACAAGTTATAAGGTAGAATTGAAGAGCATGTTTGTCTGTGGCTCAAGAACATCCGAATAGAAGGCTGGTTAGGATGGTCCAATACCGTACTGATTCTATCGTTAACGGTGGAGTTCTCCGCAAGTAGGGGGATAGGCTTGAGCACTTATTTTAATTATATAATGTCCAGTTTCATACACACGCTTCATCATATATTATCTCAATAAGAGGACAACAAAGATTGCACATTTATTATAACTGTCGGCTGTGCTTATTCTTAAAGGCCCAATAACCGTGCTAGGTTCATGATCAATCGTACCATTCTGTGCGGCTGAAGTACCTTTCGTCTGCGGTAAGGTGCCTTTCCTGCCCTTTCCTCCTAGCGTTACTGGCCTATCTTCGAATATGAAGTTCCAAAATAAACCTTCTCTT", "method": "ctrl_dna"}
|
| 22 |
+
{"id": "ctrldna_OPC_21", "cell_type": "OPC", "candidate_enhancer": "TGAAGAACTGGTACAATAATATTTACACCATGGTGGTCAAGGGATACATATGCACAAGAGTTGAGCTTCCAAATATCTCCGGTGTGATTACGAATGGTTCGATAGTATACGGTTGCGCAGTGTATTTTGCAATTCCAATGCAGGATGAGTTTAAATATCCCTGAAGGACCAACTAGGTTAGGGCTCTCTATAAAATTTTGCTTGAGTGGTTTCCAAGTCTATGTCTTGACTATATAAGAGTAAGGTATCTTGCTATTTACTAATCAACCCGATATTAACGAAGGGACAACGCCAGGACACCATAGTAACTTAAACTGTTCGCTCGCAGCAAACTTACACGTCTCGGTCATTTTTATGGTGAAAAAAAAATGTTTGAGTTAAGGGTAGAATAGTAAAAATGTACTACTAATTAGTGCTACCGTGGACGATCCTCCCTTTTACCACGCTGCATATAGTAATCCGATCCGTTCATTAGATATGTCTTATGGGCATTGGGATAAATTCAAGCGGATGCGGATAGTTTAGTGGGACTAACCACTGGAAATCGCGCCGAGATTAGTGCGATGCATTGGTCTCTGAGGCTACGAAATAAGCCGAATT", "method": "ctrl_dna"}
|
| 23 |
+
{"id": "ctrldna_OPC_22", "cell_type": "OPC", "candidate_enhancer": "TTTTCTAGACAGGCATTATGCACCTCAAGACCTAATATGGGAAATGTAATGCGTCAATCGAGGTATTGAAAACTCTCGTATGGTCATATGCTAATTAGTGCTGATCCACTGTCCTTAATATCTTAACTAGTTACAAATTTTAAATGGCACACTATAAAAATTTTCTATCCTCCGCCTTCGAGGTTTCCGCTCTAATACCGTCGCGTTAATCCAGCTCTATTTACAATTCCATAATAATAATCAATGTCTCCTTTTTCGGAATGTACAAAGCGTCCGGATTGACCTGATAAATGAATATACATAAATCATCATACGGTGTGTAGGTTTTTCCTAATGTGCGTAAATCGAAGAAAAGATAAATAGCCCATATGAATATTATGAGATGTAGTTTGAGGAAGATAAATCTCCGATTTTTATATACAATAAGTTACACGACGACTTCGTAGAGTACTGGCTATTATGATCACCGCGATATGCACTCTGCCTGAACCTTAGACATGTCTATCTGGTCAATGCCCAAGTAAGCGAGCAATTACAACGTCAACATAATGCAGTATCCCTATTGTCAGAGAGTCTGGAGAAGCATCGGTTTTGAGTTAA", "method": "ctrl_dna"}
|
| 24 |
+
{"id": "ctrldna_OPC_23", "cell_type": "OPC", "candidate_enhancer": "AGTCATTAACAACGTCTGGATAGAATTCCTGTACGGTGATGAGCAGGTAAGCGATTGGTCTTTGTCTCTTAGCTACTAAGATCGAAAGGTCTCGGACTCTTGCCTTCTTGGAACAGACTCAAATACTGCGCCCACGATGGTATTTTTTAAATTTTCGATTTATCCCCTTTCACATATCGTAAGATGGAACAAGAATTCAAATAAAGCCAAGCAGATCAGCCCAGGCTTCAAGTTCATAATTTTGATTTTAGGACTTTGTCAAGATAGAGAGAGTATTACGGATACTATTTTTACTTAAATATAAAAACCCCACGATAACCCGACCATACACCAAGTCTCACAAAGAGAAAGGCGTAGTGATGCTTGGTGCATATCTTTAACTAACCATAATCTTCACTTGCGTACACGGAAACCATTCGCAATCTGCGTACGAAATAACGTTCAACCATAGCATCCCCCTCAATCAGTTTAGTTCCTTCCCTGGCTCATCTGGTGCCTTGGAATCGACTCAAAGCGTTGAGGTAGACCTCTTGGTTCATCCTAACAATACTGAATGGCTTTTCTTGGTCATGAGAAATTTTGGGAATCCGTAGACGATTG", "method": "ctrl_dna"}
|
| 25 |
+
{"id": "ctrldna_OPC_24", "cell_type": "OPC", "candidate_enhancer": "TACAGCATTTCGAGGTATCGATAGTCCCACTGTTTTCATGGCGCACGGAGCGTGACGGTACCAGGGTTTCAGACTCCGCGATGTTAACTTTATTTCCTAACGAAGATTGACGCATGGTTACACAACAAAGGATGGTAAATTGAACTATACTGATGCCGCGAGAGATGTATTAGTATTTAATTCCGTTTGGTTTGAAATACCCGCTGTCACTTTGAGGCCATTCTTAAAAGATACTTGAGTAGAATTGCGACTTGTTAGTAGCATGATATAGCGCATTATCTGAAGGCATCACATTTATCAAAGTTCGACCAATGGTTTTTAAGACTGGCTGATATGGGCTGGTATTAATAGGGCGTACAGATTAAGTCGAAAAAAGATTTCTCGGCCCACGGAGTGATTGGCCCGAAGTCAATCAGTGAACACGGTATGTTATACTAGTAGGGTACAACATTATTATGCTTAGAAGAATTATTCTAAGATGGTTGAACGAAGCACTGTTTTTAGTCTGGACCATTTAAAATATATTAACTTGCTATCAAATAGGTTAATGTTAGTTTTCAGCACAGTCATTGTAAATATGCATAGTTATACCTTTCTAAT", "method": "ctrl_dna"}
|
| 26 |
+
{"id": "ctrldna_OPC_25", "cell_type": "OPC", "candidate_enhancer": "CTAGACCTTTCTATTATTAATAGTACTAGCTGGAGCTAATGCGTGCCGCTACCTCACAATGAGAAACTCTCCCATCCACCTCATTCAACGAGACGTCCTATGACGGCATGTTCTAATACTACAATAGATGAGCTGTGTTCTTGTTCATTTGATGCCATATTTGACCGCGCATACATTAATAGCTGGATCGATCCTGCAGAAGTCTTTAAGACCTCGTGCACTATCATCAATTTATTGACTTACTGCTAAACTGAAATTAGTTCGTTTGAAAATCCATCGTCTCCTTAGTGTACCTTGTGTAATCTTTGGAACCTCTACGATACATCTAGCTAAAATAAAATGGCAGGCGATTACAACATACCGTCATTGGGAAATCAAACAATTTGCAACAGGTGACGGTAATGATAACAATTTGTTTCTGAGGCAATCTCTGGAGCCAGCTTGTGGCTAAGTCACCCTTCTCAATTTGCAATAACCCTCCTCCAAGCTCAGAACGTTTTAGGCTTTTCTCCCGGTCAATGTTAATGGCCACCGGAGGGTTAAAACCAAAGGGTTGTAATATTATGCGTAATCCATCTCCTCTCATGCTCGTGGATATGT", "method": "ctrl_dna"}
|
| 27 |
+
{"id": "ctrldna_OPC_26", "cell_type": "OPC", "candidate_enhancer": "ATNGTATAGTAGTCTATTGGTAGCAATTCCAAGTAGAACACACCCACCGATAATTTAGTTATTATACAATTGATGTAGAGTCAAACCACTTGCATTCGGGTTTGCAATCAACATCACTAGGAAAATTTATAAACCATTGCCTCTGAAGTGAATCTAGGAGAACCCTAAACAAGTACTAGCACTCCTACAGTAGACGTAGATATCGGGAAGATACCACATGAGCTACTGATCGAGGAAGACCCAAATTTGCCAAAGCAGACAGTAATTTACTTTATCAAGGATCCCTTTTCATATTGGAACGTATTCTCACCCAGGTCATCAATTAACCGATCTTCACGCTGCGTGGAAATTCAGTTCAGAGCTATAGTATGTCTGGATCAATTGATTATGTAAGCGGAGAGAGGATGAGCTTTTAAAGTGATCTACGCCACGCGCATCGTAGGGCGGCAAACTAGCTACAAGATCTACAAAGGATTTTCTTAGTTAATCTGCTTCTGGAATGTTTTAAAACTCAACAGGTATTAAGCCATGCCATAGCAACAGCCATCCGAATAGTCATATATGGGTTGAAAAAGAGACGCTGGGTCGAGGAACGATTGC", "method": "ctrl_dna"}
|
| 28 |
+
{"id": "ctrldna_OPC_27", "cell_type": "OPC", "candidate_enhancer": "GANCCAAAACATAGTTTGTGGATGTACATTGTACTACACACAACGAACATGAACTACCTTGTCGGACTCTTCGGACACTTTCTTGGAGTAAATCTGTTTGTGAGCGAACTTTTGTATTCTTGAATTATTTCAAATTGTTCTTAAATTCATACATATCTGCTAAACTTAAAACGAGATGCAAAACATAATTGTTCGCGAGACCGGAGATATATAGTTAACGAGCTAAACTATTAATTAAATTCAACAACGAATTCAGACCAGACCTTTTTCATCTGAACCTTAAGAAGATCTAGTGATATATTTTATTACTATCTATTGGCACCGAAAGCGGGGTGTTAGGAGGATTAGTTCTCTCTTTGAAAACAACTACCACTTTCGCAATTTAGTTTCGTTTTGGATAGCTGTTGACATGCTCTGAGATAGTACATTGTTTCTACGTTTTCGAGCGGCAGATCTATGATCGCGAGACCTCTTGTTAATGAACAGCATTACTCCGAGGGGTAGTATCTATGGTGTGAAATTAAAGTGATATTTCTTAAATAAATGCCATGGAAACGAGGTGGTTACATAAGCAGCAGTGAGTACAAAGTGTTCACATGA", "method": "ctrl_dna"}
|
| 29 |
+
{"id": "ctrldna_OPC_28", "cell_type": "OPC", "candidate_enhancer": "TTACGGAGTGCTACGCGTATTTTCATAATGCCAGATAAAGTTACTCCAGACCAGTGAACTTAAACATAATCAAACCGAGCTGTCGCTGATTTAGCTACTCTATTCTCGATATCAGACCGACTAGTTTACACGCCGATGAATTCAGTCACACAATAACCTACTAAATCGGTATCCGCTCACAGCTAAGATTATGTTGTCGTAGAGACTTGTTGCAAGTGGAAGCTTATACCGCCCTTATTGGACGTTAAATTCGCCGAATTCTAATTCGGTTGACGACGACACGCGGCATTAACTACTTAAATCGTATACCAGGCTTTATATTTCAGCACTTACATGTATACAATGAGTCTTATACATTGCTGAAGGCTCTGACTTATCGTACCTTGAAGTTCTAATAACTGAATATTTGTATGGCTCATGCATGATGTATAACAACCATTCCGTGCGTCATGTCATTTAATAGTAGGAACCGCTGGATCCACGACAGTTAGATCATCGTCATCGACGAGTAACCTGCCAATACAATAAAGCTTGCATCCTGATATTGTCCATCTTGATCTCTACGGGCGCGCCAAGTCTAAAAGGGACTTACTCGTTTAA", "method": "ctrl_dna"}
|
| 30 |
+
{"id": "ctrldna_OPC_29", "cell_type": "OPC", "candidate_enhancer": "TGNTGTCTTGGTGGTCTACTACGTAAATTTATTTAACAATTCCTATTTGGAAGCGATGACCTTGAAGAGCTTTGAGGTGCAGAATCTATGAATTCTTAGTAATATCTGATTAGCCTTCTAGTCTGAGTATTGGTAACAACGATACATAGCGAATCATCTTAATCACCGGCAGAACTGGTCCATCTATTTTGATTGGTTCTTTTAAAATCACTAAGCATAATATACTATGTGAATTTATGTATTTCACTGGCAAGACTCACAAGACGCCAGAGACCTACTTCCGAGAATAGAAAGGGACAATGAGTGACAAGACTATTTTTGAAGTACCTCTTAGCCGATTATTCGGCATAATTTGTACTTACAGTGATGGTACGAGTTAGTCACTTCAATTGGAACTAATGAACTAATATCCGTGATTGTGGAAATCACACACAGCCCCACTCATTCATACCCGAATATGCGATAAGACTGTTTAATGGCGGCGACAGCTCAACCCAATCACCCGTTGTAATCTAAGAGATACGCAAGGGTTTTGAGCGCGTTGTGGCGATTACCATCCCTGTTTATCCTGTTGAGTGAAGATTTTTATACCTTAGGACA", "method": "ctrl_dna"}
|
| 31 |
+
{"id": "ctrldna_OPC_30", "cell_type": "OPC", "candidate_enhancer": "ATANAGTCTTTAGAATCGGTTACGAGTTATCCCTTAGAACAGAAGATCTGTGTACATGACAGTTGAGCCTTGGGATGTAAGGCTTCTTCTTTCTCGAGTTCTACACGATGCAAATAAGAAAGAATTTAACTCGATCCTTATAAGATGACACGAATGTTACTCTTTTTGTTAACTTGTTCTCACATGAGTCAGTTTTTACATGAAAAAATATACTAACAACCGGGTTAGGTATATCAACATTATAATACGAGCACTCTAAAATCACTATTATTTTCAGATACTAAAGTATTTGTCTTGGGCATTCTAGTACAACTCTCTTTCGCTTATAGAATACAACTGCAATCTAACCACGGCAAACATACAGATGATTATCCTCCCCGTTTAAATCGATTCTTAGGCAGTTGGACATCATCTTTAAGATCTCAAGTGAGTCAAGGTAACCGGTACGCGATCGTAGGATCTGACAGCATTGTACGGATTTATGAGGTGGGTCGTAGCGTATTTAGTCCACCCGAGAAAATCGGTTTTAGGGATGCCTGTACAAAGACTACGCTCACATTGGCATCTGTGTCTAGCAAGCTTTCAGTAGTTTTGGATCAT", "method": "ctrl_dna"}
|
| 32 |
+
{"id": "ctrldna_OPC_31", "cell_type": "OPC", "candidate_enhancer": "TTNAAATTCCGAAGGAATAATCTTATTCATTACATTGTCGGATGGGTCCACGTTTCAGGTACAGAAGACACATACCAACAAGTAACTGATCATATTTCGACGAGTAGTTATACCGGTGTCTTTTATACCTAGGATTACACTTTTTCTCCCCCTAAATGAGATCATCCGACAGAACAGATTATGATCTATTTCATAACAACATTGTACACGTACTCACGACATTTCTGGGCGTATTATTACTTGAGTTTGGAAATTACCGTTCCATCCGTTGCTATTTATCATTCAAAGGTAACATTCTTGTGCATTCGAGATTAGGTTACATCTTCCAGGGCAATTATGTAAGTTTGTTTACAAAAAAGAAGTGGAAGTAGCAGTGCATTTAAACGTGCTCGCAAACTAATGAAAATGTTTCAGAAAGTATCTCATTGTGAAGCCTTGTTTCTTGATGTAAAACTCAGCGTTCAGCGTTTAAGGGAATAAATTGCTGGTGGGCGCATTACCTATACTGACATCGCACTAGAGCAATATAAAGGGCTTATGCACTGAACAGGTATCTGTCAGATCGACAGGGAGTATTCCGTACCATACAGCCTAGTTGAG", "method": "ctrl_dna"}
|
| 33 |
+
{"id": "ctrldna_OPC_32", "cell_type": "OPC", "candidate_enhancer": "AAGNTCATAAATAGCTAATTGCCTATTATACTGCCTGGCAGCTGGGTTTTATAACAACCCATTACGCAGTCACTCCAAGCCTATACGCGTTTGGTCATTCGACAGACCGGCAACGACATAAAACTCATGAGTTGGAGTACACTAAAATTCAGGTGGTAGCGATCGAATTCATAGTCGTCGAATGTTATGTTAGCTATTTGTGTATTCTCAAGATTAGTATGTTTTCCCACCTTTCAACCTTGATATAATCTTGGAACTTCCATGTCCCGAGGACGTTGCTTGACATTCTTTCAGTAGACAGCGTTCAAGTAACTAACTTAATGCTCAGTCGCGAAAATCATATGGAGTGCGCAAACTTCACCGATATAAAGCTTGGAAACTGAAGCCCATCTAACTCTCACAAATTTAAGTATTAAAATCAACCCCTGCCTCAATCATGTAAATTTCGGTGATCCCGGTCAAGGGTTTAATGACACAAGTAGGTTAAACCAATAATGCTGATTGAGGCCGTCCACCGCATAGAGATAGCAGTAGAACGTAGCTGACCGGGGCACGGTAGGCAGGAATGTTGTGTTGGTGTCACCAGTTATAACGTGAAAG", "method": "ctrl_dna"}
|
| 34 |
+
{"id": "ctrldna_OPC_33", "cell_type": "OPC", "candidate_enhancer": "ATNAAGTATTCCAAAATATATACAAATTGTTATCCGTTTCCGTCCGTGCAATCCGGGAAGGCAAAACAATACGTGTGTCGTATTAATGCAGGGTATATGTTTTCAGGACAAAGTGTTCGCTACAATTGCGTGATTCAGAAAGACACTAGTGTAACTTAAACAAGCTTCGTATAACAAACCACCTCCTACGAGAACCGTGGCTTATGCGCGCAGTTTAATTATGATATCGGTTACTGAGCTCTCGTTAATCGCATAAATAATACAAGTAGGAATAACCACGTAGGCCGTTTCATTCTACGTATCATATAAGATAAGTCTAGCTACAAATTTAAGTGCGGAGAGGAGGCTTGAGCATCTCGTACTCAATAGTTTATATCTGATTATATCGATCATAAGGATCCTTCGACACGCCCGCAAGTATAGGAGAGGTGATTATGATGAAGATCTTTAATCCCCCTCCTATGTGCTTTTTCATTAAACGGAAAGCCTAGATTTCTGAATACCTTTCCTAAGCTAATACCCGGCCCTCGCGGCGTGAGGGAAATAAGGGCTAACAAAAGTAATGATTTGATGTCATATTTTACACCTTTTTTCAGTTAC", "method": "ctrl_dna"}
|
| 35 |
+
{"id": "ctrldna_OPC_34", "cell_type": "OPC", "candidate_enhancer": "TATGACTTTGAGCTATTCCAGACAGTCCAGCAGCGAACCTAGTCGAAAGTACAAATATAAAATCATATGTTGTTCTTCCAGATGTGTTAACCAGGTAGATGAGTTTAACAATACTGAAGATCTGAGTCTTAGAATTGGGTTGAAGTTTTGTCAGCACAATTGTACTATAACCTCTTATGCTAGGAAGCCTTCGACGGTAGAATGACAAGCTCATGTAGGGTTTAATTTACTAAAGTACTTTATCGACGCAATATTTATAGGTGTGTTTAAGGGCTATATTAGCGTTTGAAAGCCGCGGTTAGTTTACGTTAAATCCTTAAAATTGTCATTAATAGAATGTGTAGCTAGAACGGGGACATATCCGTAAAAAGTCTTATAGAGCTGCATATTTCACTTGCACCCCTCTATCATGCGAAAGTTTATCCCTACTACCAAAGAATTCTTGTTTTCAGATCTAGTTTATGCAGTTGCGTCAAAAACAGCAATATCTCTAATGGTCAAAATGGGGATTGTATACCCGTATTTCCGTCACCGCGTACACACGGTTACGCGCAACGATGAAAGGGCAGATCGGTTGTACTGCGTCATAAATATCCATAT", "method": "ctrl_dna"}
|
| 36 |
+
{"id": "ctrldna_OPC_35", "cell_type": "OPC", "candidate_enhancer": "AAGTCTCCAATGCGCAAAGCCGAATCATAAATCTCTTTAGCTGCGCCTAACCGAATGCTATAGTAATAATTGCTTGAAAATCTTTTGGGAATTCCGGTAACCCTATTACGCAGGTCTAGGCTGATATTTACCAGAGCGCTTTGACCCCGCTTGTCATTGACAACCTATATTCAACAGTCCTGTGCAAGTTTTCATGCCATTAGTATCGGCATTACTGTTCAGGAGTGACGACGTAAAGACACTAACTGATGACCGTTTACTTATAGATAACCCACCAGTCTGTACTCTCTTCGATAACGATTTCTGCTCTAATTCTCCTTACTGATCCTACTCGTAGGGCCATAGTTTCCTGATCTCAAAAAAGTTTATTCCATACTACGCTTCGGCCAGTATGGCCTGAGTTTAGCTCTGGGGGTTCTCACAGTTAGCGATTGCGGCTGACATTGCGTGCAATAAGAGTGAGTTGCCAGACTGGCCCTTTAGGTTACGGCCTCTCTCTCCACGTTCATGGCAGGTGTCTGTCACACAACCGCTGACTTGTACCTTTTTCTTGGTCTTAAACAGTTAGATGAAGAGAATGATCCTCGGCTCTCAGGTGGT", "method": "ctrl_dna"}
|
| 37 |
+
{"id": "ctrldna_OPC_36", "cell_type": "OPC", "candidate_enhancer": "CTNAGCAATACTCTTTGAACACAGCTCCCTCCACTATACTGTATTAACTTTAAATTCTAAGCGGTACTGCATTATCGAGTTGTGTTTGAATCACTTGGTATACCACATTGTAAAACCCATGAAATCAGTAAGCTTGAATCTTGGACGTAATGCACACATATGCACTACGTCTGTAACGTCATAACCTTTGCGAGTTGTAGCCAAATTCTTTCGCACCACGTAGCGAATCTGTTTCCGGAATGCTCGGCTAAACTACATCAACTAGAAACAGTTCCCAATGATTGGATCTGTACTTGCATATAGGATGAATCAAAAAGGCGGATTACAGCGGACTGAAGCGATAAATTATTAAAATTATTAGGTCTTCCAGTTACCGGCTAATGACTAATAATCTCAGGACAGAAAAATCTCCATATCGACTAATATTTAAGACCACCTGCTCTGGAGCAGACGGTTAAGAAGAATAAAAGAGCCCGCGTGGTTACCCCACATGCGTGACAGAGACATCTGTGAGGTCTGTATCGTAAATTGGAGAGCGTTTTCGTAGTCCACACGTCTAGCAAGGGGTTAAAAAGCTCTAGAAGATTAGAGGACGATCAA", "method": "ctrl_dna"}
|
| 38 |
+
{"id": "ctrldna_OPC_37", "cell_type": "OPC", "candidate_enhancer": "GACCACATTATAGACAATAGGACATGTAAAAATACGGTTGACCATATACTCGTATCTTCAATGTGCCTGCGGAGCTTAGCTCGGAGTGACCGATTATCTAATCCATTCAGATTCTATATCTGCAGCCTCGTGTATTTGCCACATTAGTTGGTTCTACCGTGTAGATATAGTCAGATAGTCAAATGCTATAAACCTGCGCTCTAACTAGTTTGAGTATTAAGCATTAACCTGCTTATTAAAGTCAATCAGCGAGTAAATTGTTGAGTCCAAAAGTTAAATAAGGAATGATTCCTTACGATTTTGTGCGTGAGACTGTAATACTGTGAACATTCGCGGACCCATTGCAGATGTTACCAGAGTAATCACGTTACGTTTGGCATTACCTTATACACGCCAAATCGCTGCTTAGCAATATTCCGATCGCAAATTAATTACAGCATTCGTTGGACAATAGACAACTAAACTAACTAAAGTACGCTAAGTCACCACGAGTACCTTATATTCATTTCTGTTCCGATGCTGCACAATAGTTGTGCCAAATGGCGAGTACGGTAGGGTGGTCTACTTTAAGCCCAGTTGCGATAGTAAAGTACCTGTGGT", "method": "ctrl_dna"}
|
| 39 |
+
{"id": "ctrldna_OPC_38", "cell_type": "OPC", "candidate_enhancer": "TTAACGGAACACCAGTTTATTCAGCCTATGTAAATAAATGTTCAATACATGTATTCCGGAATCCAGTGCTAGTCCCTTTGGCTGTCACAATTATGGCGATAGAAACACGACAATGTGGAAGTAATGTATTGACATTTGTGTTATTCTCGGTATAGGGAGCAGGGCAACAGAGCGTTTAAGCGAAAGATACTGTCGGAGTTCGTCTACATATACTCATTGAAACTTTCTTCAATGAAGAATCTAAGTGATTAGCAAATTTTTTACAAAAGCACGTACCAAACCATTATAGAAAATCGGGACCTGATGGCAAAATGTCAGAAAATTACTAACCATATACTTCCAGATCATGAGAACGCTACATAAGAACCAAGTCTAGTCCTTGTACCTGGACGTATACCTGTAGAACACAGAACTTGTTGCCGGGACTGGGTGTCGTGACAATAATAGAATTGTTGCGCTCTACACCATATTTCTAAAGATCACTTCTTAGGCTTAAAAGGAGTGATCGTTGTTATCCCGATTGGAATTCCCCAAAAGGGGAGACGACATATGTTTTTTATATAAATTAGACCACCCAAAGGTCATTTATGAAAGTGGTAA", "method": "ctrl_dna"}
|
| 40 |
+
{"id": "ctrldna_OPC_39", "cell_type": "OPC", "candidate_enhancer": "TGTNTCTTCGAGCCATAAGTACTAACGTATTGGGACAACGATGGACGTAAAAGTTGTCGGAACTAGCGCTCACTCTCTTTAGCACTCGTATTCGACCGTCAGCACTATATTAGACGCAAGATTGCAGAGAATAGGCCGTAATGACCTTATTTACTTGACAAGTCACATGCCTACTTAACTACAGCATCATACTTACTAATGAGTGAAGTTAACTGGGAGTCTATACTATGAGTTTTACGCCTCATATAGTTTGGAATAACAACCAGATCACATCTGGTAGATTATGGGCCCATCGGAATTTTTGAAATCCAGCATGGTGAAGTAAGTAAGGTTGGCACTTAATTAAGAGGTACTAACCTAAATGTTTCACATTGATACGAAATCGAAAAAGGACCAGTATTTCTAGCATGATAGCCGCAAAGAGAGACATATTTCGTCCCCTGCCATCGGCCCTCAAATACTTCAAGCTGCAGCGTTATATTCGCGGAAAGGTCGTTATTATACCACTGCGTATATGGAAAGTTTTTCTAAGTTTAAGTATTCCAAACTATCGAGTTGGCAGGCTCTGAGGTATTATAACTATAATGGGTATTACATCAT", "method": "ctrl_dna"}
|
| 41 |
+
{"id": "ctrldna_OPC_40", "cell_type": "OPC", "candidate_enhancer": "TGGCCATGGGTGTAACGTACGTTTGAATGCTAGTTCCGGAGTGACGCACAGGACCTCTATTGACTCATTTCATTGTACTCGTCAAACGGAATGCACCTTTAAATATAGAAAAATTTTGTTAATCAAGCGTACCTGCAATTTAAGCATGAGAGGAGCTATGATTATATTTCGCGATCCTCGCATTTTGCGGCCAAACCTTTGTGATAGGAGCGGTCTTGTCCGAGTGCGCGATCAAGAGATCTTCAGATCAGTCTATAGAGCAATTTAGAAGTATAAAAATATGTCCAGGACCAGCCATAGAGATGACATGGGAACAAACATTGCACCATCAAAAGATAGTCCTGTTTAGCTTGTAAGGTCGACTATGTTACGATTAGCCTCAAGTGTGTATTTCTAGTACTCGGGCGCATTATCAATTCTTCTCTCAGCGCCAATAGCAGATATCTGAGCTTAAGGCATTGTACTTGGTGTGATTATATCTAATCGAATTTTCCCTACCTTACGTAGATTTATTGCCGTCCGTACTACGTGGATAATGCGGCTCAAACTATGGCCTAAGCGCATCAGATGGAAAGATGATCGCATTCGAATACCAAAATG", "method": "ctrl_dna"}
|
| 42 |
+
{"id": "ctrldna_OPC_41", "cell_type": "OPC", "candidate_enhancer": "ACNATCCGACATTGAGGATAGTTAGTCGGAACTCGGCTTAAAATTAGTATACCGATAAAGTGGGTAGTCATGTAATATTAGGTATTATCATATGGTGGCTAGAACCTCTAGTAACAGAAATGAGTAATATTCCTGCAACACGTGGATCACCATATGACGCCTATTAAAAGACTCATCATAGCATATTACCTAATTAATCAAAATTTTACAAGTGCGTATCGATACTTGGGCGATAATTGCACGTAATTGTTGCCGATGCGACAGCTGCTGTCAGATACACCTTTTAGCGTTCAGCGTTTACGACAGATTGGGATGATGACTCCAGCGCTACAATGTAGTTAGCAAAGTCTGGTTAACGTAGACGACAGTCGTTACGAAATATCCCTTAAAATTCGGAACAACTTAGTAACCGGAAAGATGGTTGATCATTGCTGACTTTATCCCAAAGAAAAGTTCAAACAAAACGGGACACTGCGTCTTGCAACTCAACGGCTATACCTGTATCAGTTCGTATCCTTCACGTGGTCCTGGCTATCTTAATGGATGTAAAATTCACCGGAAGGAACGGCAGTTCAGCACAATAAAGCGCGGCTCTTGTTG", "method": "ctrl_dna"}
|
| 43 |
+
{"id": "ctrldna_OPC_42", "cell_type": "OPC", "candidate_enhancer": "TANAACATTAAAATATAAAAGACACAAGAGTTCCCCCCCTGCACTATAGTAAGCCCGAGCGTGAACGTCCCAGCTCTCCACCTAGTTAGTTCCCTCCCGTTGCTAGCACTCGTAGGTTGCGAAATCTTTAATATTAATATTGGACGTCAGTTCGCTTTCTCCAACTGTCAGGTCTCTGCTTTTGATTCGTTTTACTATTGTCCGAAGTCAACAGTATGATAACTATGGAAGACGGCGAATGAATGGCCTATCAACTTGCATGCGGCTTATCATCAGTATTACGGGTTGCGCTCCATTTAACCAACATAAATTACTGAGTAAAGACCCTGTGATGTTAAGCGAAGTAGCAATGCTTCGGTAATAAGTTCCCCAGAAAATATTAGAGAAATAGATAACCATCGATGTGCTCAAACTGTTGTGCTTAGCTGCTCACTAACAACCGATCTGTCATCAATGTATCATATACAATGAGATTCCTCTAAGGATAAGAACGAGGTTTTCGAATAAAGTGAGACACCCCCACAGTCGATTGGTTGTGGACGTTCGGGTGAAGTTAGGCATAATTCGACTACGATTTTCTCTATACAGAATAGACATGAG", "method": "ctrl_dna"}
|
| 44 |
+
{"id": "ctrldna_OPC_43", "cell_type": "OPC", "candidate_enhancer": "GGGTTGATATTGCTTGTGTCTAATCTGTGTAACCTCAGTACGGCAAATGTTTTCGAAGACATCTCTATGCGAATAATAGGATCGCAACGCAAGAGAATCATAACTAGATCATGGAGATCCAGCATCACATAAGTATCTACGAACCCCTTAATAATAAGACAAAGCTTCTGAACAGAGTATTCTTTAAATTTGGTAGAAGACGTTATGTGTGAACCCTGGGAATTGCGAGGTCGCGTGTTAGAAGCATTCCATAGCCGATGCCGATAGTCCACTTTATGCGATCCTGAGGCGGCAAAGACAATCGCTAACGTCGACTGTCTTCCCAGGTGCTAATAGCAGACTATTCCATCGCACCGATCCATCATAATAATAGATAAATACCTGCACCTTCACTCGCGGCTCTGACGGTAACTAGTTTATGAGGCATTGTCAACAGAATATGGACAAGGGTTCAGCAGATACCGGTCAAAAAACGCTACGGTCCAATCTATCCAGGCACCCTAGAGGGAGACGGAGTTCTTAATATAGGACTATGCTCTGGCATCAGACGCGGGGCTCTGTTCACCGATCTGTGGGGACGACACATAGTGGATGAACATT", "method": "ctrl_dna"}
|
| 45 |
+
{"id": "ctrldna_OPC_44", "cell_type": "OPC", "candidate_enhancer": "CTAATGGTTATTTTTTCCTAAACCTCGGCTATTAGCCTTTAAGTATACGAGGCTGTCTTACTGCGTTCCATATTGACGTGCGAGATTAGGAGACCTCTTGAAATCTTTGAAATCGGTTAATTCTCAACTGACTGGATAGCTTAATTCGTAGTTTACATCCACCACAATCTCTCCTCGAGCGACTTAGAAGAAAGCCGTCCTAATTTCTGAAAAAACCTTCGCGGAATAAAATTTCGACGCGCCTGTATCATTATATATAGCCTCATACATATGCAAGTATGCAAAAATACACACCCGAGACCGGGTTCACGAGCTCAGAAGAGGGACCGATCCGACGAACATGTTAAATAATGTAGTGAATACAAAACAATGGTCTTCAAGCCAAATGTCGTCATGTCTCGGCTTACGAATCGAACGGTTTCAAATTATATTCCTTGTTTCACAGCCGAACCTTGTAATAAGAATATTAACAGTCTTGTGAGTATACCGGCATTATGCCGTAGAGACCAGATCTTTGGCAACTTGACGACTCAGGACGTTTGACATGCGTCAGATAATGGTCGTATATAGTACGAATTAAACATAGGTTTAAAAATACGT", "method": "ctrl_dna"}
|
| 46 |
+
{"id": "ctrldna_OPC_45", "cell_type": "OPC", "candidate_enhancer": "AANTGAGGGGACAGTTATCTCCGATACTTAACTTACTTTTTGATGTCATTTTCTAAAATAGTAGATGAAGGCGTGTTCGCTTGCCAATCTAGTTAATATTTCATTCAGTTAATAAAATGGTGATCCTAGTCAATTATTATCCTAACGTACCAACATGCGACCTCTTCATAAATGTACATACCACAACGCCAAACTAGTAAGGCTCGACTGATAGATAATTGGCGGTCTATTGCGTTACCAAGAACGCATCGTTTGGAGCCGGTAAGTTAAATATAGAAATCCTGTCTTATTTTTACTTATATTTGCGGAATACACGCTAACCCATATCATTTATCTAAATTCTTACGCTTCTAGCGCCTCAGAACATTCAGTTCACTCTCGTTTCCAAGCCACTTTACATACTGCCGAAGCGACACCCTGCTAACTAACAGCATGTTATCGTGGACGGAACCGCAGTTAGTGACACACAGATGGTGTTGGTTGCTTGATTTATGGGTAGGGCATGGGTCTCTTAAGGCAAAGGCCGGCTTCGGGAAAACGTACTTTTGAAGTCAGCGGCAGCTCAAGCGTATTCACAGTCCGTAAGATGAATGTATCGAA", "method": "ctrl_dna"}
|
| 47 |
+
{"id": "ctrldna_OPC_46", "cell_type": "OPC", "candidate_enhancer": "TCACATCTATTACACAAAAAGCTACTCTATGGATTTTGGATAACAATTTCTCTTCATTCTGAATCCGTGGACTTTTACGTACGGTCTACATCCATACGGTGAGGTGCTACTGGGATATGCTCCTTTATTTACATACTCGGTGCAGGGCAAGCATCAAAGATAGGACATATGACACATACCGACTAATCCACCTCTTTAAATTGCAAGGTTGGTTTATACGACCGAGACATGTTACGTCCCATTTGTTGTGAGGTAGCATGAATAAAGCGCGGTCATTCAATAGTACGTTGTTCGGCCCGCATCTTTTGCCAAATGCTCTTTCATTAATTGAGCAATGGTTGTGACTGCGTTAGCAAGCCTTAGAATAGCCCTCCGCCCGATTGACAAGTTATGACACTAAAAAATATAAGATTCTGGCACTTGCGAGTCTTAATAGTTAACGAGGGGGAGAGTTTTGGTCGCTAGACCTGAAGAGCTGGGTCAACCTTTTTCCGATTCTACGTTGCGCATGGTTGGACGTGTTAAATCACCTGAGGGCAGCTAATTTGAGAGAGGCTATAGCACGGGAACTTTCAGTCACCAAAAAGTTACATAGTGCAC", "method": "ctrl_dna"}
|
| 48 |
+
{"id": "ctrldna_OPC_47", "cell_type": "OPC", "candidate_enhancer": "CCCAAAGGATTATCAAATTAGAAAGAAGACGGCAACGCTTAACCTCTAGCTACCTTAGACGTATTTCGACTGTCTCGCAGAAAAAGATTCAGGAGTCTAGCATGATTAAACTCGTAATCTTCTCTGTCTCGGCCGGGGCGTTGTTTAAGAGTTTCTCGCCCGTAGGCTCGAGTGGGCGCGTTGCAATGATGGGGCGGCGGTTGATGTTAAAGTGGGCGCTAATTGTCCCACAGTATTATGTTATTATTTGCGTATTGTAATCTTGGTCTTTTCCCAACAGATGTATAGACACATTATTAACATAGCTTAGTGGATCAGAATTCTAAGGCAGATAAGTACTTCTAGAAACAGGGTTGACCTGAAGCGTGTCTCGAACATTAAAATTCCACGCAGGTGGGTACTATAGAATTTCAAGGTAACCTAATTATTATGACAAAGACTAACGGTTTTGTGGCTAAAGACATTAAGCCTAGGAACTCAAAGAATAATGTTTCGTTAAAAGTGTACCACGCCATCAATCGCAATTGGGCGAAAACACGTGGGCTTCTGTCTGCGTTGTCTCATAAGTATCCACCGGAGATATGAAAAATAACCAGAATC", "method": "ctrl_dna"}
|
| 49 |
+
{"id": "ctrldna_OPC_48", "cell_type": "OPC", "candidate_enhancer": "CCANCTTATCATTATTCACTAAAGGTTGTATGAGGACTATATGATTAGTTGACTGGCTTCCAAGGCGAATAACAAAAGGGAAGCTGTGGTTAAAATAAAACGCAGGAGCCAAGCGGTAAGGAAGATACGTTCTACTATATAAATTATTACGACAGAAATATTTGAGAATGCTCATTATTCCAGCCATCAGATATCATAGTCAAAATATCCCGACTTCGTAACTACGTAGTACTCAAGAGATGGTCAATTTCGTCAGAAGGGGTCTTTCAAAAACTGATCAACAGTTATTATCCTTATAGATCACGCATCCATCTGGGGTTTGCGAGTAAGCAAGGGTGGTTCGTTTCCAGAGTGACATTTATGAAGGTATCAACTGACAACAGCGACGATACTCGGCCCGGCCATAGCGTCGGTAATTTGGACTCATAAGTTTTATACTGCGCGAGTCATGAAGGACGTAGGTCTGATAATGTCGTTTGGCTGCCTATATACGGTCATCGTCCACAGCGACATATGGTACGGGAGTCAAGGGGTGTCGGCGTTTCTTTGAATCACGAATGTAGACCCATCAATAACTGTTTGATTACGTATTAGAATAAC", "method": "ctrl_dna"}
|
| 50 |
+
{"id": "ctrldna_OPC_49", "cell_type": "OPC", "candidate_enhancer": "ATACCCACTTAAATGCCGGTGACTTCTATATCGATCTATAAGCGGGCGCCCAGAGAGAAACGGTCAATGTGGATGAAGCTAGCGCTAGTGTCCGTAACGGGCCTCGAATGTTTATCATTCCGTGAAACCTGGGTCTAAATAGGCTCGGTTAAAATCAGATAGAGCCTTGCAAAACAGGTTTTGCTTGATGAAAAGTCGATATAGTTATGTAGGTTTATCTTTAAGATAGGTGTTTCACACCTGAGTGGTTGTTACTCAAAAAGAGTACGTAGGTAGATTTTAGGTTTACTTTCCTCAAACCGCGGTGACTAGGAGCCCACGGTAAGACACCATGGTATTGCAATAAAAGTTTTATTTTCGTCAAGGTGTATTATCTAGACTATGCCGGGTACCCAGTCCCGTCTACACGCCAGGCTATAGCGGTGTCTAACTAAGGGGATCTAACATGTACGAGTTCTTGTGGAGAGGCAATGAGTTAAGAGTCCCCGTATAATATTTAGTGAATAGCAAGGAGCAAACTATTATGAGACAAAACTTCGGTGCACTTTCACGCAACCGAATAAATTACTTTATACCATCCCTAGTTTGGCTCCGTATACC", "method": "ctrl_dna"}
|
| 51 |
+
{"id": "ctrldna_OPC_50", "cell_type": "OPC", "candidate_enhancer": "ACTNACGTGTCCGATCCGGGGAACGGCCGTTTTACGATATTTTGAAAGTATCTTGTTAAAAAAATGGGCCTATTTTTTATACTAACTTCACAAGCGCATAGATCAATTGACGTTTCATCCTGCTGGAATTTAACCAGTGTTGAGTACCTTCATGTTCTTCGTTTTCAGTTTTAGCTCGGCTAATACCCAGATGTTCTGCCCTTTTGAGTGGGTTGTCGTTATGTTGGATGGTAGTACAGCTGTTCTTTATTTCACAATGTGATAATCCTGGTACTCGACCGAGTTCGCCATATGCTCATGCCCAGAAGAGCTGCTTTGCACGAGATAGAGTGCAACCGAATTTGTTCTAGTTAACAGAGACTCCCTGTTGAGTCCCGGCGCATCTAGTTATAGAGTGTAGTCAACTATACAGATTGTGCTGCAATAACTGTAAGTGCAGGTAGTTTCTGACTGTTGTCACGGAATTTTGCTTCTTGTTGTGATCCATATGCATATGTCCGATCAATAGTCCGCATATTTCCGTAACGTAGCCTTAAGTTCTAATTTAGAATCTTCATTTAGTGTTATACAGATAAGCGGAATTGGCCAGGGGGACGTCTA", "method": "ctrl_dna"}
|
| 52 |
+
{"id": "ctrldna_OPC_51", "cell_type": "OPC", "candidate_enhancer": "AGCAGGAACCTCGCATGGCTTATGAGCGCCGTTTAGTTAGCTGAAAAATGCCTCGATTTCCCGTATCAAATGGTTAGTTTATCGGCTATCAGCCTTATCTAAGTTGCATCGACAACTTCTTTCAAGATAATTAGGCATGCAATACTCATTGATTATTTAAAATTTCGGCAAGAGTTAAAAACCTTAACTTAGAAAGCGTCTACGGAATTCAAAGGGGTGGTCAGCACATTATATTATTCAAGAAAGATGAAAAATTATCAGTACGCAATTACATCGTTCATGTTTTGTTCGGGACTTTAGACCATTCCTATTGTGACTTCCAGTTTTCGTCGCTCTGGGATCACATCATCTCGTTAAATCCACAAATCTGTTGCCTGGTGCCGATCGGAAGCAATCTCAACAACTCGACCTTAGACGATGTTCCACTCCTCACTTTGATGAGTGCCGGATACGAAGAAGAGAGGCTCTCTCAGATTTGAATTGGGAATGTAAATGGTTTTAAAAGCGTGGCTTGCTTTAACTTCCACAAATATTCTCTCGCATTAGAAATTTCCGCGATGATGAGAACCCTGGCTGACACTATATGATTCTGCAGGTAGG", "method": "ctrl_dna"}
|
| 53 |
+
{"id": "ctrldna_OPC_52", "cell_type": "OPC", "candidate_enhancer": "TANNGCGCTTCCTATATCAGAGCCAAGAACAGTTGGGTTAGGAAAAGCCCTGGTCGTCATATAAGTGCGGTACCCGGGGGATGACTTTGACTATTACACATGTAAAAGATAACTTAGAATTGTTGCCACACTTTAAAATATAACGTCTAATGTTGTCTTATCTTGAATGCCTATATACTTGACGTGTGATTCAGGTAGACGAGTCTAAATTACCTGTGGCTTGCTATGAGAAACACTTTGATAGCGTTCCACCTGAAAAGTTCTGAAGGCGGAGTCCTGTGCTACTAGTGTGTTCTAGGTTAAAGACATAATCTCAGGAGAAGTGACCAGTGACATATACCTCAAAATACCCCGTGAAATTATGAACCAACCTGGAAGGGTTACAAGCGGACAGGCACCTTCCTAGTATAGGATGGGTTCTTCTCCTCCCTGAAGCGGCAGTCAAGATGACAACGTTTGCTTCGTACTTTACCAAAAGTTCCGTCACAGCTACGATATTTCCTTGTCGGGAAACCAGTAACTCTCTATATTCAATGATCGCGGAATTGACAATAGCCGAGATCAGAATTCTTGCATGTTTGGGTAATTTGGCCACTGTCG", "method": "ctrl_dna"}
|
| 54 |
+
{"id": "ctrldna_OPC_53", "cell_type": "OPC", "candidate_enhancer": "CTNATATTGCACCATTCCTGTGGTATTCATTTTAGTTAGTTCATCGTCGCAATGGTAGATTTTCTTGCGTGAAACAGCCGTATATTCACTCTAGCTTATACTAATTTTTCCATTAGGATCAGCCATGCATCCCTTTTCGTGCCACATCGGGATATTTCGATCCGATAAAAACTTTCACGGTAGTAAATTAGCTTAGTGTGTATATGGACCATCCTATCTTTTCCCTGATTCTTAAATCACCAATGGATGTGGTATATATTAATATTTACATTCTCTCTCTAGATGGTTCACGGGTGTAAGGTTTTCATTGAATGAAGCAATAAATCTATTTATACATTATTATTTTCTAGTGCAAGGCAACCATACTTTAAATGTCTGTGTGGGAATATGGTTAGCAAGCCCGATCGGAGAATTAAACATTGACCCTAATGTGAGATGCGGACTATTCTCTTGTGACACGACAGAGATAGACTACCCAGCAGTGGATTGCAGTGTGGAATGCATTGTGGTGCTTATTCTAGGCATCCGTCTTTGTGAATAGAGATTTTGAAATAGCCTTGGAGAGAAAAAAGAGCCTCAGACTCACTCTCAATGTCTCAA", "method": "ctrl_dna"}
|
| 55 |
+
{"id": "ctrldna_OPC_54", "cell_type": "OPC", "candidate_enhancer": "AATGAAGGAGTCCATTTATAGTTTTAGCAGACGATATAAATCGGGGTCTACACAGTGAATTGCGCTTCTCGCACGCTGGTACTATGTGCGGTGCGAATTGATTGACGCTAAGGTTAGGAGAAGATTTCGTCTATTTAATCACGTTACACTAATGTATAATGGTCATTGCTTACGAATATCTTTCCGTCACAATGTATTGTCACTAACCTAATTCGCGCGATCATTGGAAAATCCACGTGTATAAAAAAGAACAATAACAGCGTTCCATTGTTTTTACATTCCCACGAAAGTGAAATGATTCCATGCTCGTTGTTAACCGGTGTTTGAAACGGGCGTACCGTCCTCAAGGGGCCGCCATTTACCAGGCGAAACCAAACATGTATCGATTATATTAAATAGGGAGGTATCGAATTGCGTTTATCCAGCCTAAAGACTTGCTGCTTTCATCTGTGACGGTTGCTCGAACCATAGCGGGATGCAGAAAATGGATTTAGAAGTAGACCGTGTGGTGGCTTATCGGCCTGAAAACGCTGGATTCTCTAATAGTGCGATTCGTGGCAATTCCCGTCGTACTCGGTGCGAGACAGTCCAGGCGAATAA", "method": "ctrl_dna"}
|
| 56 |
+
{"id": "ctrldna_OPC_55", "cell_type": "OPC", "candidate_enhancer": "GGGTTGAAATTACGTTTTGGTCGCTGTTTAGGACATTGTGACAGCTCCCACATATTCTTACGGCCGGGGATGGCAATTACATATAGACGTCATCCCGTTTCTTCTATAAGGAGCAACTGCTAATCGACAATTGATCGTTAGGGTCTAAATCACAACTTAGTCCTTGTTTTAATGACTGGATAACGCCTGTAGAGAGAAACTGCCAATCCGTTTCAATAGTATTTGGTGAATCTGCCGATCATTTATACGCGGCCTTCTAGCATATGCTCTTTAAAAATACAGGGGCTACCACCCTTGTGGGGTTGTTCATTCGTGAGTATTCTTATCCGTCCGCTATAAGCCGATAAATTTTGTAGGTAATAGCGCTCAGCACTATCGAAGGTCAGATTAGCCAACAGTATAAACACCTTTAAATCCCGCTGCTACCCCCCTGTTGGCTGATTCTGTAGCAAACGTTGACAGGATGTTCGGTAAAGTTCCAGAAGGTGCCGCTTATGTGTGTCCTGGCCTCATTAATTACCGATTCTCCACCCTGAAAACTCGACACTGTGCGTTGGCGGATGTGCGCCAATGTAAACGTCTCTATGTGTTCACACGAAG", "method": "ctrl_dna"}
|
| 57 |
+
{"id": "ctrldna_OPC_56", "cell_type": "OPC", "candidate_enhancer": "GTAGCAATCCATCAAAGTAATAAATTTTAAGTTGTCATCTGCATCAGGTCTATCGCAATTTTTTTAAGTTACCGTCAAGACCTTCTAGATCTGAAACCACACCGAGTTCTTTCTGGTGACATGGCCCCCTGGTGTCCCTATACCCATGAACGGAATAAAAGCATTATTAATTATGAAAGCGATGTACTGTTTGGTAAGGTGTCAAGATTCCCTAATTTTCACAAACGTATAGCATCCTGATATTGCTTAAAAGAGTGGTTAGAATTCGACCAAGGGTAGGACTTAACGTTAGCAGATCAGCACACTGCGGGGACAGGATGCGGGCCAAATGGATGGTTTTTCGGAAAAAGATCAGAGAGTGAAAGTGGAAAGTTCTCAACAATAAAAGAGATTTTCTGCCTATCTGAAGTTTTTCTTCTACTTTGAGCTCAGAGATGTTCCAGGTAAGGTATAATCTTATATGTAAGTCGGACGATCAAACTTTGCCTTTTTAAGGGTATTAAGCCGTCGGATAATAACATATTGCTAACGAGTCTTTATAGGCTTGTTGCTTTATACATCCACAGTATTGAGGAAGTTTCTATTAATAATCGAAACTGC", "method": "ctrl_dna"}
|
| 58 |
+
{"id": "ctrldna_OPC_57", "cell_type": "OPC", "candidate_enhancer": "CGGAATATTGTAGTATGTCCAATCATCGATGTACACACAAATGACATACTACAGATAGATTAACTCACCCTGCACGATGATAGCTCGACATACATGAACGGTTCTTCGCGAAGCTGGGGAGGCACTCGGGTTTTTGAATTTTAAATTATATAAAGTCATAGTTATCGCGGTTCATTCTAAGATCAAGCATAGCTACAGCTTATAAGATAACATGAAATTTCTTTCGGCGAGTTTATTCAAGGAATTAAAGCTCCCAACAGGTTGAAGATTTCCCTGCTACCCCTAATTTGTCAACTCGTTCATTGCTCTGGCTCCCACATACTTACAACTATCAGGCATTATTTCCGCACTAGATTAGCCTTTGCAACGTAGCCTATGCATGCCGGCCACCTGTTAAAGCACCTCTAAAGGTTCTGGATCATTTCTAAGTATGAAAGTCCACTTAGAGACGTGGCCCACTATGCTGGTTCTGTAGGACGAAAGATTAAGACAAACAGGTTTTCTGTTACCTCTCATCTGTCTCTAGCTCGATTCATCTCTCATTCTGGTATGGTTACTTATGACTGATCTTGTCGATTCTTCTGGACTCAAACTAAGCCG", "method": "ctrl_dna"}
|
| 59 |
+
{"id": "ctrldna_OPC_58", "cell_type": "OPC", "candidate_enhancer": "CTAATGCACAACTAATGATAGGTCGCCCTTATTACAATTCGTTCTCTGGAAATTTGCTAGCTTTTGACTTTGAGTTGATTTGATAGACTACAATCTAACAATGGATTGACGGTTCTTGTGACATGGTGACTGTGATAACAATACAGTCCAGCGTATGCAACTCAATAGTAATAAGGGCATTCGAGCGTAGGACGATTTATACACTAAGAAATTCTTCTTGCTCGGTCATTTAGTGGGCGTGTAAGAAAAAAAAATCCTCCACTTAAAACCTCCGAGATTGATAGGAAGACACCCCGATCTATACCCGTGTTCGCGTTTCTCCTCGGTTGCGTATCGTAGCTTTCAACGATATCATTTGTCGTAGATGAGGGAAGGCGAACTATCGTTCTACCCTAAAGGTTATCTAGTTCAAACACTTCCTACACGAGGACGAGAGAGAGGAGCGAGATATGGAAGAGTTGCAAGGTTTAGTCTCATTCCCGTATTAGTATAATAACTTACTCATTCAATAACGTCTCAGCGCAGTTCTTGTGCTATTTAAATCCAGGTAACAGATTGTTAAGGAGGGTCCACGATCCCAGCGGTCATATTATCAAGCTG", "method": "ctrl_dna"}
|
| 60 |
+
{"id": "ctrldna_OPC_59", "cell_type": "OPC", "candidate_enhancer": "CTNGTATAAGTAGGGTTGCCATCAGTGGCTTTCCTCCAAAGATCTCGTCTAAAACTGGTATTAGGAAGGAACACTTTGAGTATGAGCCCCATAAATGATAACTTCAAAGACTATTTTTGAAGAATGGCGGTCTGTATCGCTTCGTCGACCCAAGCAGATTCCCATATTATTTAGGTTGTGAATTCAACTATACGATTTTAGAACACCACATTCGTCTTAAATCTTGTTTAAACCAGCCCAAAGACGACGTGACCTTTTTATGAATCCCTGTCAGACCTCTCTAATAATCTAATACTACTGAAAACTCGATCCTATAGAGATCACCCTTTACGACAAAGTCGATAAGTAACGTTTGGAACTCTCGCAATTTAATTTGCCATCGAGCGGCATATATCTTGTTTGAATCAGAGCCATGATAAGCTACGCGGAAATAAGACATCCCTAGAATAACTATAAGCGACCTGCAATTCAAAGTTCCCCAGTTTGGTATTTGATTATATGTTTTTGACGCCGGTTACGAAATTATATCAGAGCTCATCCGTTGGATTCATGAGCATAGAGGCGCTATCATGGGTGTCTTGCTGTAAAAATGACACATAA", "method": "ctrl_dna"}
|
| 61 |
+
{"id": "ctrldna_OPC_60", "cell_type": "OPC", "candidate_enhancer": "GTTTATGCATAGTAAAAGACTACTGAAATAAAAATACGAAAAAAGAACATCCATGTTTGATCCTATTTGAGATACTCGAATCTTGGAAAGTAGAGATTCTACTGATAATCTGAAGCTAGGGGTTGTGATGACTAAATAGTATTTATTGCTCTCTGGGCCAGCATGATCTGCTTTCCTACATTTTAGTGAACACTCACTAACCAACATAGATTAAAGAAGGGTATTAGTAAAAAGCATCGATTTGCTTTGTACGGATGTGTTCACAAGTAGCAGTGTCAACGTTGCTGTATTATGTGACCTGGCTTATCGAGTTTAAGTAATTACTTAGAAGATATGAGTATTCAGGCACTGTCTATACATGGAAACTGTTCACTCTTTCTATCTATTTCGCGAAATGGTCACCGTCCAATGGAGCTAGTGAGAATAGCATTTACATCTCAGAGCTTACTATTGTTTCCCGCATAGTGTTTTTTCCCCCGATATCCGGGCACACTTTGTGAGACTAATTGAGACGGGAATACGAAAAACCTGAAAGGAATTTAACTTCTCAAGTTGTGTAAATCCAAACAGCGTGTCTCGAAGAGCGGCGTCTCTGTTTCA", "method": "ctrl_dna"}
|
| 62 |
+
{"id": "ctrldna_OPC_61", "cell_type": "OPC", "candidate_enhancer": "TCGATAGTCCTTGAAAACTCATAACATTGTGGTCGACCTATTCGTACGGTGAAAGAGATTTCGATGTCACGAGGCAGGGTATGTAGTGGGCGTGTAATATATTGCAATAATCTAGCAGACAACGTCAGTAATCTTATTGCAATAACCAAAAATCCCGTGGTCGGTTTCTCCAATAACGACAAACATTAGGCACGTACTCTGCTCGGATAAAATTCAGACGGCATAGCGCGTGGTCGGATAATCCTTAGCACTGGACAGATTGACAGCCGACCAGTCAAGATGCAGTTCACTATCCGCAAACTTAAAGTGTATCGCGGAGAGTAACCACAAAAATACGGCCCCTCCCAGCAAATACTACTGTAGAATTTTAGGGGTTGTTAAAACTGAATGTGCGACAATGATGGCCAAGTACCTTTGTAATTGTACCGTTATTCGTTCACCATTGTTGACCCCGGTAAGCCTAAAGTTATCCACACAATGCTTAGATTGAGCGGCCATTGTGTAATAAATAGTAAGCCCAAGGGTACAATCACTACATTGCTTATTCGTGATAACTGGCTCGGAAGTGACGAGCGTCAAAACATTTCTCGCTTATCTCCT", "method": "ctrl_dna"}
|
| 63 |
+
{"id": "ctrldna_OPC_62", "cell_type": "OPC", "candidate_enhancer": "ATNGGTTAAGTTTTTTCGGGTAAGGGTTGGTTCTGCTTTCTCTACCCAGTCAGTCAACGGCAGCATGATTGGTTTTAGCAAAATCGCAGAACTCTATATCCGCGTGTTCGAGATTTTACTACACTCTTTGTCTGAAGTGAATCGTAATCTCCCGAAGTCTGGGAAACACCTTTAGCGCAAATTGCTATTCTATGTTAGGCACTTCTCTGCGTAAAGTTGCTCTATGAAATGATTTAATTTTAGATGGAATTAACTCATTGCCAAATTTTCGTCGCAATCGCGCCTATAGGCTACACAAAGCAGTTACAAACTTGGTTTCACGGGTGAACAAACGAAGAGTCCGTTAACTTCATGTAGGGAGTTCGAATGTATCGCGGACATGCATAGCTCAGTTTCTCCCGACACGTAGAGTAGTCAGTATGAGGAGTCTTCTCGCACAACGCTCAGGTTGGGCGAGGGGGAGTGATAGCCTTTGGGTTAGTGCCGCACGAAGGACCGACGGAAATACATGGGTAATCGGATGCGAAACCCCAGGGGAGGCGGGCCGTAAGGTCATTTATACGTCCAGCCCACAAGCCCTAGCACGAAGACCTAGACACA", "method": "ctrl_dna"}
|
| 64 |
+
{"id": "ctrldna_OPC_63", "cell_type": "OPC", "candidate_enhancer": "CCACAGCGCCACAAGTCCGCCAGGGGGAAGGACTTACACGCATAGGGGTTGTCGCAAGCTGCCCAAGAAATCTGCACAAGTCCGGACTGTTCACACCAGAGACCTTTATGAGAATATAACAACTGGCTACTATCAGCTGGTTTAGTCAGAATAATCTCGATCGCTTAGTGTAAAGCCACCGTCCTACGTTAACATAATTTGCGTTAGATCATTTCATTACGTATGCTTAAAATAAAAGGAGCTTAGCGATGGAACCCCGTTAGCACCAGAAGAATTATTGCCGAACCGTGATGATTATGACCGTTCAATTATGCTCGTACTTGTTTTGTAAGAGCCCGAATCTGTAACACAATCGTATTACTGTAAGCGCTCCCTCAATCCGGGTCGGACTCCTTCGTCTGTATAAGTAATACTAAAATGAACTTCGGCTCAGTTCCGATCGTCTACTGTCTCAACAGAGATAAGAATGATCAGACGTGTCGACAAGATAGCCGGGTATTTTTAGGAGTTGAATTTTAATCAAGCGCGTCCAATCGGCTAAAGGTGTGCTTCCACCAAACATACGCCTGTACGTCTATAGACTCCTGGTGCACGCGTTGA", "method": "ctrl_dna"}
|
OPC/training_log.jsonl
ADDED
|
@@ -0,0 +1,201 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"step": 1, "loss": -9.909228992910357e-11, "reward_mean": 2.4934115883112895e-10, "constraint_violation_mean": 0.093316450715065, "lambda_max": 0.002700620563700795, "lambda_mean": 0.0009331644396297634, "elapsed_s": 1.3}
|
| 2 |
+
{"step": 10, "loss": -10.886903762817383, "reward_mean": 1.4462436865869677e-06, "constraint_violation_mean": 0.12409540265798569, "lambda_max": 0.033108532428741455, "lambda_mean": 0.012378362938761711, "elapsed_s": 4.3}
|
| 3 |
+
{"step": 20, "loss": -23.6978759765625, "reward_mean": 0.010211138986051083, "constraint_violation_mean": 0.12562668323516846, "lambda_max": 0.06724607944488525, "lambda_mean": 0.024029776453971863, "elapsed_s": 7.8}
|
| 4 |
+
{"step": 30, "loss": -38.0173225402832, "reward_mean": 1.7456313798902556e-05, "constraint_violation_mean": 0.09336331486701965, "lambda_max": 0.09884683042764664, "lambda_mean": 0.03470365330576897, "elapsed_s": 11.1}
|
| 5 |
+
{"step": 40, "loss": -48.84904479980469, "reward_mean": 0.11881739646196365, "constraint_violation_mean": 0.1375671923160553, "lambda_max": 0.13063904643058777, "lambda_mean": 0.04632311314344406, "elapsed_s": 14.5}
|
| 6 |
+
{"step": 50, "loss": -62.459407806396484, "reward_mean": 0.03753563389182091, "constraint_violation_mean": 0.1118171215057373, "lambda_max": 0.17137601971626282, "lambda_mean": 0.05860568583011627, "elapsed_s": 17.9}
|
| 7 |
+
{"step": 60, "loss": -114.95833587646484, "reward_mean": 3.6563919820764568e-06, "constraint_violation_mean": 0.1670912355184555, "lambda_max": 0.20440362393856049, "lambda_mean": 0.06903518736362457, "elapsed_s": 21.2}
|
| 8 |
+
{"step": 70, "loss": -119.70664978027344, "reward_mean": 0.00018109221127815545, "constraint_violation_mean": 0.16082239151000977, "lambda_max": 0.24227340519428253, "lambda_mean": 0.08105158060789108, "elapsed_s": 24.5}
|
| 9 |
+
{"step": 80, "loss": -79.25061798095703, "reward_mean": 7.053286843472506e-10, "constraint_violation_mean": 0.09300035238265991, "lambda_max": 0.2744356393814087, "lambda_mean": 0.09166412055492401, "elapsed_s": 27.8}
|
| 10 |
+
{"step": 90, "loss": -167.6544189453125, "reward_mean": 1.4812279403031425e-07, "constraint_violation_mean": 0.16790704429149628, "lambda_max": 0.30768394470214844, "lambda_mean": 0.10237444937229156, "elapsed_s": 31.1}
|
| 11 |
+
{"step": 100, "loss": -150.39646911621094, "reward_mean": 0.11034756153821945, "constraint_violation_mean": 0.15192386507987976, "lambda_max": 0.3487277925014496, "lambda_mean": 0.11594364047050476, "elapsed_s": 34.4}
|
| 12 |
+
{"step": 110, "loss": -136.60528564453125, "reward_mean": 1.7625403359033953e-08, "constraint_violation_mean": 0.12896260619163513, "lambda_max": 0.39137014746665955, "lambda_mean": 0.13027936220169067, "elapsed_s": 37.6}
|
| 13 |
+
{"step": 120, "loss": -229.54226684570312, "reward_mean": 0.18908563256263733, "constraint_violation_mean": 0.16771624982357025, "lambda_max": 0.4308079779148102, "lambda_mean": 0.1424412727355957, "elapsed_s": 40.9}
|
| 14 |
+
{"step": 130, "loss": -167.7052001953125, "reward_mean": 3.8137807223392883e-06, "constraint_violation_mean": 0.11286567151546478, "lambda_max": 0.47155195474624634, "lambda_mean": 0.15463416278362274, "elapsed_s": 44.3}
|
| 15 |
+
{"step": 140, "loss": -202.888671875, "reward_mean": 0.008574012666940689, "constraint_violation_mean": 0.10745911300182343, "lambda_max": 0.5061686635017395, "lambda_mean": 0.16531871259212494, "elapsed_s": 47.6}
|
| 16 |
+
{"step": 150, "loss": -195.26309204101562, "reward_mean": 0.0382758304476738, "constraint_violation_mean": 0.08503223955631256, "lambda_max": 0.5427024364471436, "lambda_mean": 0.17512479424476624, "elapsed_s": 51.0}
|
| 17 |
+
{"step": 160, "loss": -228.20623779296875, "reward_mean": 2.9911372934066094e-08, "constraint_violation_mean": 0.1078440248966217, "lambda_max": 0.5868697166442871, "lambda_mean": 0.18894323706626892, "elapsed_s": 54.3}
|
| 18 |
+
{"step": 170, "loss": -110.09964752197266, "reward_mean": 0.0025041173212230206, "constraint_violation_mean": 0.07383455336093903, "lambda_max": 0.6238514184951782, "lambda_mean": 0.20122110843658447, "elapsed_s": 57.7}
|
| 19 |
+
{"step": 180, "loss": -182.482666015625, "reward_mean": 1.3878663594368845e-05, "constraint_violation_mean": 0.08730127662420273, "lambda_max": 0.6579545736312866, "lambda_mean": 0.2115854024887085, "elapsed_s": 61.0}
|
| 20 |
+
{"step": 190, "loss": -200.29930114746094, "reward_mean": 0.1246342733502388, "constraint_violation_mean": 0.10406725853681564, "lambda_max": 0.690885603427887, "lambda_mean": 0.22246579825878143, "elapsed_s": 64.4}
|
| 21 |
+
{"step": 200, "loss": -292.03497314453125, "reward_mean": 7.693054794799536e-05, "constraint_violation_mean": 0.11130871623754501, "lambda_max": 0.7284203171730042, "lambda_mean": 0.23300200700759888, "elapsed_s": 67.7}
|
| 22 |
+
{"step": 210, "loss": -208.05886840820312, "reward_mean": 0.016276851296424866, "constraint_violation_mean": 0.07810761034488678, "lambda_max": 0.7540428042411804, "lambda_mean": 0.2433450073003769, "elapsed_s": 154.6}
|
| 23 |
+
{"step": 220, "loss": -259.62481689453125, "reward_mean": 0.09037163108587265, "constraint_violation_mean": 0.09683620929718018, "lambda_max": 0.7851152420043945, "lambda_mean": 0.2539753317832947, "elapsed_s": 158.0}
|
| 24 |
+
{"step": 230, "loss": -459.33526611328125, "reward_mean": 0.0006237520137801766, "constraint_violation_mean": 0.14263322949409485, "lambda_max": 0.8219792246818542, "lambda_mean": 0.2674195170402527, "elapsed_s": 161.3}
|
| 25 |
+
{"step": 240, "loss": -264.9033203125, "reward_mean": 9.647847321048175e-08, "constraint_violation_mean": 0.06596025824546814, "lambda_max": 0.8575239181518555, "lambda_mean": 0.28106147050857544, "elapsed_s": 164.7}
|
| 26 |
+
{"step": 250, "loss": -286.986572265625, "reward_mean": 0.13682207465171814, "constraint_violation_mean": 0.10110627859830856, "lambda_max": 0.8885350227355957, "lambda_mean": 0.2919922471046448, "elapsed_s": 167.6}
|
| 27 |
+
{"step": 260, "loss": -452.06451416015625, "reward_mean": 0.16671380400657654, "constraint_violation_mean": 0.14522898197174072, "lambda_max": 0.9248698353767395, "lambda_mean": 0.30356913805007935, "elapsed_s": 171.0}
|
| 28 |
+
{"step": 270, "loss": -205.16543579101562, "reward_mean": 0.03289293125271797, "constraint_violation_mean": 0.12196596711874008, "lambda_max": 0.9593052864074707, "lambda_mean": 0.314914733171463, "elapsed_s": 174.4}
|
| 29 |
+
{"step": 280, "loss": -472.0223388671875, "reward_mean": 3.962803748436272e-05, "constraint_violation_mean": 0.12746816873550415, "lambda_max": 0.9943619966506958, "lambda_mean": 0.3270549178123474, "elapsed_s": 177.8}
|
| 30 |
+
{"step": 290, "loss": -440.33251953125, "reward_mean": 4.4036270992364734e-05, "constraint_violation_mean": 0.13571566343307495, "lambda_max": 1.024423599243164, "lambda_mean": 0.33827924728393555, "elapsed_s": 181.1}
|
| 31 |
+
{"step": 300, "loss": -378.9288024902344, "reward_mean": 2.6537697386808112e-11, "constraint_violation_mean": 0.1141812726855278, "lambda_max": 1.057307243347168, "lambda_mean": 0.35060280561447144, "elapsed_s": 184.6}
|
| 32 |
+
{"step": 310, "loss": -324.15472412109375, "reward_mean": 0.0004873556026723236, "constraint_violation_mean": 0.08449360728263855, "lambda_max": 1.093699336051941, "lambda_mean": 0.36099886894226074, "elapsed_s": 188.0}
|
| 33 |
+
{"step": 320, "loss": -592.6314086914062, "reward_mean": 0.12468192726373672, "constraint_violation_mean": 0.16115903854370117, "lambda_max": 1.1324090957641602, "lambda_mean": 0.37299180030822754, "elapsed_s": 191.4}
|
| 34 |
+
{"step": 330, "loss": -474.0246276855469, "reward_mean": 3.6309156712377444e-05, "constraint_violation_mean": 0.0957704484462738, "lambda_max": 1.1699953079223633, "lambda_mean": 0.38356471061706543, "elapsed_s": 195.3}
|
| 35 |
+
{"step": 340, "loss": -346.71923828125, "reward_mean": 3.616783033066895e-06, "constraint_violation_mean": 0.09259611368179321, "lambda_max": 1.2003090381622314, "lambda_mean": 0.3944634795188904, "elapsed_s": 198.7}
|
| 36 |
+
{"step": 350, "loss": -226.34410095214844, "reward_mean": 1.1987156926795972e-11, "constraint_violation_mean": 0.051236532628536224, "lambda_max": 1.2365508079528809, "lambda_mean": 0.40528127551078796, "elapsed_s": 202.1}
|
| 37 |
+
{"step": 360, "loss": -713.36669921875, "reward_mean": 0.01180431991815567, "constraint_violation_mean": 0.15634290874004364, "lambda_max": 1.2687541246414185, "lambda_mean": 0.4160793721675873, "elapsed_s": 205.5}
|
| 38 |
+
{"step": 370, "loss": -351.8868713378906, "reward_mean": 0.12632006406784058, "constraint_violation_mean": 0.07162721455097198, "lambda_max": 1.2969789505004883, "lambda_mean": 0.4262484014034271, "elapsed_s": 208.8}
|
| 39 |
+
{"step": 380, "loss": -295.4683837890625, "reward_mean": 2.366627086303197e-06, "constraint_violation_mean": 0.1172909364104271, "lambda_max": 1.3309788703918457, "lambda_mean": 0.43617165088653564, "elapsed_s": 212.2}
|
| 40 |
+
{"step": 390, "loss": -468.4063415527344, "reward_mean": 0.22908538579940796, "constraint_violation_mean": 0.13687360286712646, "lambda_max": 1.3608542680740356, "lambda_mean": 0.4488028883934021, "elapsed_s": 215.6}
|
| 41 |
+
{"step": 400, "loss": -483.3933410644531, "reward_mean": 0.0133007001131773, "constraint_violation_mean": 0.17304083704948425, "lambda_max": 1.3891674280166626, "lambda_mean": 0.4615022838115692, "elapsed_s": 218.9}
|
| 42 |
+
{"step": 410, "loss": -200.94761657714844, "reward_mean": 0.12467615306377411, "constraint_violation_mean": 0.06571762263774872, "lambda_max": 1.4226301908493042, "lambda_mean": 0.47490376234054565, "elapsed_s": 303.4}
|
| 43 |
+
{"step": 420, "loss": -459.0741271972656, "reward_mean": 0.0005223731277510524, "constraint_violation_mean": 0.10674871504306793, "lambda_max": 1.4590375423431396, "lambda_mean": 0.48659464716911316, "elapsed_s": 306.8}
|
| 44 |
+
{"step": 430, "loss": -667.2667236328125, "reward_mean": 0.12459585070610046, "constraint_violation_mean": 0.15978467464447021, "lambda_max": 1.4871596097946167, "lambda_mean": 0.49692463874816895, "elapsed_s": 310.1}
|
| 45 |
+
{"step": 440, "loss": -482.22052001953125, "reward_mean": 2.71552558217536e-08, "constraint_violation_mean": 0.08362549543380737, "lambda_max": 1.5189610719680786, "lambda_mean": 0.5079010128974915, "elapsed_s": 313.5}
|
| 46 |
+
{"step": 450, "loss": -928.1607055664062, "reward_mean": 0.11683044582605362, "constraint_violation_mean": 0.21895365417003632, "lambda_max": 1.546068549156189, "lambda_mean": 0.5187759399414062, "elapsed_s": 316.9}
|
| 47 |
+
{"step": 460, "loss": -512.17138671875, "reward_mean": 0.1427265703678131, "constraint_violation_mean": 0.10201909393072128, "lambda_max": 1.5702470541000366, "lambda_mean": 0.5279348492622375, "elapsed_s": 320.3}
|
| 48 |
+
{"step": 470, "loss": -241.91661071777344, "reward_mean": 0.07755890488624573, "constraint_violation_mean": 0.0617201030254364, "lambda_max": 1.6059993505477905, "lambda_mean": 0.539779007434845, "elapsed_s": 323.6}
|
| 49 |
+
{"step": 480, "loss": -540.029052734375, "reward_mean": 5.731835699407384e-06, "constraint_violation_mean": 0.15524843335151672, "lambda_max": 1.6340163946151733, "lambda_mean": 0.5527817606925964, "elapsed_s": 327.0}
|
| 50 |
+
{"step": 490, "loss": -404.49749755859375, "reward_mean": 0.24201110005378723, "constraint_violation_mean": 0.06711507588624954, "lambda_max": 1.6631230115890503, "lambda_mean": 0.5638295412063599, "elapsed_s": 330.4}
|
| 51 |
+
{"step": 500, "loss": -709.8490600585938, "reward_mean": 0.12319255620241165, "constraint_violation_mean": 0.13896194100379944, "lambda_max": 1.7021633386611938, "lambda_mean": 0.5764340758323669, "elapsed_s": 333.7}
|
| 52 |
+
{"step": 510, "loss": -658.9808349609375, "reward_mean": 1.1745440133381635e-05, "constraint_violation_mean": 0.0882008969783783, "lambda_max": 1.740107536315918, "lambda_mean": 0.5868808031082153, "elapsed_s": 337.2}
|
| 53 |
+
{"step": 520, "loss": -555.3173828125, "reward_mean": 0.0002642091712914407, "constraint_violation_mean": 0.07675531506538391, "lambda_max": 1.774799108505249, "lambda_mean": 0.5973243117332458, "elapsed_s": 340.6}
|
| 54 |
+
{"step": 530, "loss": -536.7685546875, "reward_mean": 3.781977042649487e-08, "constraint_violation_mean": 0.07607974112033844, "lambda_max": 1.8186277151107788, "lambda_mean": 0.610504150390625, "elapsed_s": 343.8}
|
| 55 |
+
{"step": 540, "loss": -819.7062377929688, "reward_mean": 0.11680029332637787, "constraint_violation_mean": 0.11992469429969788, "lambda_max": 1.8540109395980835, "lambda_mean": 0.6235140562057495, "elapsed_s": 347.0}
|
| 56 |
+
{"step": 550, "loss": -307.1928405761719, "reward_mean": 0.0329197533428669, "constraint_violation_mean": 0.09363186359405518, "lambda_max": 1.8881926536560059, "lambda_mean": 0.6352556943893433, "elapsed_s": 350.1}
|
| 57 |
+
{"step": 560, "loss": -775.4424438476562, "reward_mean": 0.12355073541402817, "constraint_violation_mean": 0.16552716493606567, "lambda_max": 1.925610065460205, "lambda_mean": 0.6496970653533936, "elapsed_s": 353.5}
|
| 58 |
+
{"step": 570, "loss": -1077.5672607421875, "reward_mean": 0.006945662200450897, "constraint_violation_mean": 0.1441466212272644, "lambda_max": 1.963183045387268, "lambda_mean": 0.6626460552215576, "elapsed_s": 356.9}
|
| 59 |
+
{"step": 580, "loss": -524.5279541015625, "reward_mean": 0.00011843636457342654, "constraint_violation_mean": 0.06562212854623795, "lambda_max": 2.0014469623565674, "lambda_mean": 0.6727554798126221, "elapsed_s": 360.3}
|
| 60 |
+
{"step": 590, "loss": -553.68212890625, "reward_mean": 3.165400994475931e-05, "constraint_violation_mean": 0.13008958101272583, "lambda_max": 2.0291173458099365, "lambda_mean": 0.6844218969345093, "elapsed_s": 363.6}
|
| 61 |
+
{"step": 600, "loss": -467.49639892578125, "reward_mean": 0.24817846715450287, "constraint_violation_mean": 0.0795704573392868, "lambda_max": 2.0551609992980957, "lambda_mean": 0.6955759525299072, "elapsed_s": 367.0}
|
| 62 |
+
{"step": 610, "loss": -679.2855834960938, "reward_mean": 0.24916912615299225, "constraint_violation_mean": 0.10558848083019257, "lambda_max": 2.086195468902588, "lambda_mean": 0.7066130638122559, "elapsed_s": 455.7}
|
| 63 |
+
{"step": 620, "loss": -709.5, "reward_mean": 6.52248433041791e-09, "constraint_violation_mean": 0.10557764768600464, "lambda_max": 2.1264848709106445, "lambda_mean": 0.7196706533432007, "elapsed_s": 459.1}
|
| 64 |
+
{"step": 630, "loss": -876.2530517578125, "reward_mean": 0.12676887214183807, "constraint_violation_mean": 0.11323332786560059, "lambda_max": 2.1580755710601807, "lambda_mean": 0.7308539152145386, "elapsed_s": 462.5}
|
| 65 |
+
{"step": 640, "loss": -1130.0438232421875, "reward_mean": 0.07919713109731674, "constraint_violation_mean": 0.1498197466135025, "lambda_max": 2.183917284011841, "lambda_mean": 0.7407221794128418, "elapsed_s": 465.8}
|
| 66 |
+
{"step": 650, "loss": -574.6473388671875, "reward_mean": 0.3674577474594116, "constraint_violation_mean": 0.14496473968029022, "lambda_max": 2.2142887115478516, "lambda_mean": 0.7523614764213562, "elapsed_s": 469.2}
|
| 67 |
+
{"step": 660, "loss": -799.543701171875, "reward_mean": 5.8345253819425125e-06, "constraint_violation_mean": 0.09486904740333557, "lambda_max": 2.2457849979400635, "lambda_mean": 0.764339804649353, "elapsed_s": 472.6}
|
| 68 |
+
{"step": 670, "loss": -932.3401489257812, "reward_mean": 0.12015540897846222, "constraint_violation_mean": 0.15544073283672333, "lambda_max": 2.2751822471618652, "lambda_mean": 0.7755114436149597, "elapsed_s": 475.9}
|
| 69 |
+
{"step": 680, "loss": -566.6071166992188, "reward_mean": 2.678452801774256e-05, "constraint_violation_mean": 0.07875282317399979, "lambda_max": 2.3070831298828125, "lambda_mean": 0.7881097793579102, "elapsed_s": 479.3}
|
| 70 |
+
{"step": 690, "loss": -1149.148193359375, "reward_mean": 0.0005995762185193598, "constraint_violation_mean": 0.17487254738807678, "lambda_max": 2.337944746017456, "lambda_mean": 0.801200270652771, "elapsed_s": 482.7}
|
| 71 |
+
{"step": 700, "loss": -327.8326110839844, "reward_mean": 3.2776249554444803e-06, "constraint_violation_mean": 0.08321624994277954, "lambda_max": 2.368342399597168, "lambda_mean": 0.8119885921478271, "elapsed_s": 486.1}
|
| 72 |
+
{"step": 710, "loss": -997.9718627929688, "reward_mean": 0.0007331283413805068, "constraint_violation_mean": 0.20183616876602173, "lambda_max": 2.3926360607147217, "lambda_mean": 0.8226279020309448, "elapsed_s": 489.5}
|
| 73 |
+
{"step": 720, "loss": -836.7813720703125, "reward_mean": 0.1167348250746727, "constraint_violation_mean": 0.12960538268089294, "lambda_max": 2.4253604412078857, "lambda_mean": 0.8337711095809937, "elapsed_s": 492.6}
|
| 74 |
+
{"step": 730, "loss": -1153.58203125, "reward_mean": 0.3533358573913574, "constraint_violation_mean": 0.18244028091430664, "lambda_max": 2.4558939933776855, "lambda_mean": 0.8451647758483887, "elapsed_s": 496.0}
|
| 75 |
+
{"step": 740, "loss": -987.9244384765625, "reward_mean": 0.0038010673597455025, "constraint_violation_mean": 0.13329745829105377, "lambda_max": 2.4877898693084717, "lambda_mean": 0.8574675917625427, "elapsed_s": 499.4}
|
| 76 |
+
{"step": 750, "loss": -718.2525634765625, "reward_mean": 8.858906767272856e-06, "constraint_violation_mean": 0.1370384842157364, "lambda_max": 2.518430233001709, "lambda_mean": 0.8695565462112427, "elapsed_s": 502.7}
|
| 77 |
+
{"step": 760, "loss": -1025.337646484375, "reward_mean": 3.5371554986340925e-05, "constraint_violation_mean": 0.12033551931381226, "lambda_max": 2.5548954010009766, "lambda_mean": 0.883371114730835, "elapsed_s": 506.1}
|
| 78 |
+
{"step": 770, "loss": -801.70703125, "reward_mean": 1.217955013999017e-05, "constraint_violation_mean": 0.08669530600309372, "lambda_max": 2.5793135166168213, "lambda_mean": 0.8916934728622437, "elapsed_s": 509.6}
|
| 79 |
+
{"step": 780, "loss": -870.9994506835938, "reward_mean": 1.5943306397314672e-10, "constraint_violation_mean": 0.13672049343585968, "lambda_max": 2.60874342918396, "lambda_mean": 0.902696967124939, "elapsed_s": 513.0}
|
| 80 |
+
{"step": 790, "loss": -1185.221435546875, "reward_mean": 0.11541729420423508, "constraint_violation_mean": 0.1359400898218155, "lambda_max": 2.6405701637268066, "lambda_mean": 0.915189266204834, "elapsed_s": 516.4}
|
| 81 |
+
{"step": 800, "loss": -1120.114501953125, "reward_mean": 0.0004684287996497005, "constraint_violation_mean": 0.1497253179550171, "lambda_max": 2.672372817993164, "lambda_mean": 0.9267724752426147, "elapsed_s": 519.8}
|
| 82 |
+
{"step": 810, "loss": -673.08642578125, "reward_mean": 5.338793016562704e-06, "constraint_violation_mean": 0.08480338752269745, "lambda_max": 2.704212188720703, "lambda_mean": 0.9384912252426147, "elapsed_s": 604.1}
|
| 83 |
+
{"step": 820, "loss": -495.13262939453125, "reward_mean": 0.0012047071941196918, "constraint_violation_mean": 0.07301898300647736, "lambda_max": 2.731140613555908, "lambda_mean": 0.9507769346237183, "elapsed_s": 607.5}
|
| 84 |
+
{"step": 830, "loss": -1095.6954345703125, "reward_mean": 0.05584454536437988, "constraint_violation_mean": 0.1136435866355896, "lambda_max": 2.7669596672058105, "lambda_mean": 0.963385820388794, "elapsed_s": 611.2}
|
| 85 |
+
{"step": 840, "loss": -923.3176879882812, "reward_mean": 5.805597425023734e-08, "constraint_violation_mean": 0.07777141779661179, "lambda_max": 2.799835205078125, "lambda_mean": 0.9742187857627869, "elapsed_s": 614.6}
|
| 86 |
+
{"step": 850, "loss": -817.4006958007812, "reward_mean": 0.0001246648607775569, "constraint_violation_mean": 0.09350703656673431, "lambda_max": 2.829007387161255, "lambda_mean": 0.9852256774902344, "elapsed_s": 618.0}
|
| 87 |
+
{"step": 860, "loss": -745.4853515625, "reward_mean": 0.13257837295532227, "constraint_violation_mean": 0.0768260657787323, "lambda_max": 2.8641040325164795, "lambda_mean": 0.9965894222259521, "elapsed_s": 621.3}
|
| 88 |
+
{"step": 870, "loss": -621.5316162109375, "reward_mean": 6.872087787712644e-09, "constraint_violation_mean": 0.06958387792110443, "lambda_max": 2.892702102661133, "lambda_mean": 1.0083034038543701, "elapsed_s": 624.7}
|
| 89 |
+
{"step": 880, "loss": -1199.103515625, "reward_mean": 6.065571869839914e-05, "constraint_violation_mean": 0.13025303184986115, "lambda_max": 2.9234278202056885, "lambda_mean": 1.019348382949829, "elapsed_s": 628.1}
|
| 90 |
+
{"step": 890, "loss": -1039.5130615234375, "reward_mean": 1.0128417216037633e-07, "constraint_violation_mean": 0.12177659571170807, "lambda_max": 2.9481143951416016, "lambda_mean": 1.0290095806121826, "elapsed_s": 631.5}
|
| 91 |
+
{"step": 900, "loss": -1301.59716796875, "reward_mean": 0.00021097064018249512, "constraint_violation_mean": 0.1174851655960083, "lambda_max": 2.9753642082214355, "lambda_mean": 1.0384677648544312, "elapsed_s": 634.9}
|
| 92 |
+
{"step": 910, "loss": -425.55206298828125, "reward_mean": 0.001769054215401411, "constraint_violation_mean": 0.0587940514087677, "lambda_max": 3.009122371673584, "lambda_mean": 1.0499796867370605, "elapsed_s": 638.3}
|
| 93 |
+
{"step": 920, "loss": -879.082763671875, "reward_mean": 0.07692623883485794, "constraint_violation_mean": 0.09086905419826508, "lambda_max": 3.036635160446167, "lambda_mean": 1.062038540840149, "elapsed_s": 641.7}
|
| 94 |
+
{"step": 930, "loss": -876.4808349609375, "reward_mean": 0.2566884160041809, "constraint_violation_mean": 0.09686703979969025, "lambda_max": 3.062574863433838, "lambda_mean": 1.0727260112762451, "elapsed_s": 645.3}
|
| 95 |
+
{"step": 940, "loss": -1142.84033203125, "reward_mean": 2.446869530103868e-06, "constraint_violation_mean": 0.09880679100751877, "lambda_max": 3.0935089588165283, "lambda_mean": 1.0838124752044678, "elapsed_s": 648.6}
|
| 96 |
+
{"step": 950, "loss": -1175.917724609375, "reward_mean": 7.541157174273394e-06, "constraint_violation_mean": 0.1421714425086975, "lambda_max": 3.121413230895996, "lambda_mean": 1.0943809747695923, "elapsed_s": 652.0}
|
| 97 |
+
{"step": 960, "loss": -593.880126953125, "reward_mean": 0.024803651496767998, "constraint_violation_mean": 0.09274429082870483, "lambda_max": 3.1505024433135986, "lambda_mean": 1.105581521987915, "elapsed_s": 655.3}
|
| 98 |
+
{"step": 970, "loss": -1121.3818359375, "reward_mean": 0.2581526041030884, "constraint_violation_mean": 0.11320024728775024, "lambda_max": 3.1805005073547363, "lambda_mean": 1.116698145866394, "elapsed_s": 658.8}
|
| 99 |
+
{"step": 980, "loss": -1659.64697265625, "reward_mean": 0.00010547466081334278, "constraint_violation_mean": 0.1496574580669403, "lambda_max": 3.2147631645202637, "lambda_mean": 1.1306766271591187, "elapsed_s": 662.2}
|
| 100 |
+
{"step": 990, "loss": -767.8065185546875, "reward_mean": 4.4916831143382296e-08, "constraint_violation_mean": 0.060487713664770126, "lambda_max": 3.239781379699707, "lambda_mean": 1.1397957801818848, "elapsed_s": 665.5}
|
| 101 |
+
{"step": 1000, "loss": -1052.7991943359375, "reward_mean": 0.12497547268867493, "constraint_violation_mean": 0.10343825072050095, "lambda_max": 3.2633111476898193, "lambda_mean": 1.148890733718872, "elapsed_s": 668.9}
|
| 102 |
+
{"step": 1010, "loss": -545.004638671875, "reward_mean": 0.019001558423042297, "constraint_violation_mean": 0.0649506002664566, "lambda_max": 3.289761781692505, "lambda_mean": 1.1590502262115479, "elapsed_s": 752.6}
|
| 103 |
+
{"step": 1020, "loss": -872.0860595703125, "reward_mean": 0.00040923513006418943, "constraint_violation_mean": 0.09675091505050659, "lambda_max": 3.3122711181640625, "lambda_mean": 1.1674096584320068, "elapsed_s": 755.3}
|
| 104 |
+
{"step": 1030, "loss": -963.1277465820312, "reward_mean": 0.11213497072458267, "constraint_violation_mean": 0.10592925548553467, "lambda_max": 3.345456838607788, "lambda_mean": 1.1789296865463257, "elapsed_s": 758.5}
|
| 105 |
+
{"step": 1040, "loss": -1377.62744140625, "reward_mean": 0.00019792634702753276, "constraint_violation_mean": 0.12314318120479584, "lambda_max": 3.3858909606933594, "lambda_mean": 1.1911251544952393, "elapsed_s": 761.8}
|
| 106 |
+
{"step": 1050, "loss": -868.8469848632812, "reward_mean": 0.2445453703403473, "constraint_violation_mean": 0.11932206153869629, "lambda_max": 3.408003568649292, "lambda_mean": 1.2007158994674683, "elapsed_s": 765.1}
|
| 107 |
+
{"step": 1060, "loss": -1321.864501953125, "reward_mean": 0.055320851504802704, "constraint_violation_mean": 0.1182972639799118, "lambda_max": 3.4425230026245117, "lambda_mean": 1.2123782634735107, "elapsed_s": 768.5}
|
| 108 |
+
{"step": 1070, "loss": -1602.251953125, "reward_mean": 0.12480275332927704, "constraint_violation_mean": 0.12588199973106384, "lambda_max": 3.4805383682250977, "lambda_mean": 1.2243866920471191, "elapsed_s": 771.7}
|
| 109 |
+
{"step": 1080, "loss": -1118.0474853515625, "reward_mean": 0.153757244348526, "constraint_violation_mean": 0.1391505002975464, "lambda_max": 3.5069937705993652, "lambda_mean": 1.2355327606201172, "elapsed_s": 775.1}
|
| 110 |
+
{"step": 1090, "loss": -919.1875610351562, "reward_mean": 0.013307223096489906, "constraint_violation_mean": 0.07501045614480972, "lambda_max": 3.538233757019043, "lambda_mean": 1.2474796772003174, "elapsed_s": 778.3}
|
| 111 |
+
{"step": 1100, "loss": -1382.9400634765625, "reward_mean": 0.001605996279977262, "constraint_violation_mean": 0.10412447154521942, "lambda_max": 3.571648359298706, "lambda_mean": 1.2575023174285889, "elapsed_s": 782.0}
|
| 112 |
+
{"step": 1110, "loss": -731.9359130859375, "reward_mean": 0.06343413144350052, "constraint_violation_mean": 0.047462351620197296, "lambda_max": 3.604391098022461, "lambda_mean": 1.2682033777236938, "elapsed_s": 785.4}
|
| 113 |
+
{"step": 1120, "loss": -2171.83837890625, "reward_mean": 0.032174982130527496, "constraint_violation_mean": 0.16776111721992493, "lambda_max": 3.635666847229004, "lambda_mean": 1.2797894477844238, "elapsed_s": 788.7}
|
| 114 |
+
{"step": 1130, "loss": -1350.2257080078125, "reward_mean": 0.0008843669784255326, "constraint_violation_mean": 0.13057000935077667, "lambda_max": 3.6627185344696045, "lambda_mean": 1.2905210256576538, "elapsed_s": 792.0}
|
| 115 |
+
{"step": 1140, "loss": -890.58447265625, "reward_mean": 0.0006553155835717916, "constraint_violation_mean": 0.06257417798042297, "lambda_max": 3.6856272220611572, "lambda_mean": 1.2989834547042847, "elapsed_s": 795.3}
|
| 116 |
+
{"step": 1150, "loss": -1625.640625, "reward_mean": 0.0016111709410324693, "constraint_violation_mean": 0.12330251187086105, "lambda_max": 3.717820882797241, "lambda_mean": 1.310318946838379, "elapsed_s": 798.6}
|
| 117 |
+
{"step": 1160, "loss": -1933.772216796875, "reward_mean": 0.0005297945463098586, "constraint_violation_mean": 0.14639712870121002, "lambda_max": 3.7470812797546387, "lambda_mean": 1.320349931716919, "elapsed_s": 802.0}
|
| 118 |
+
{"step": 1170, "loss": -1463.4481201171875, "reward_mean": 0.031929779797792435, "constraint_violation_mean": 0.21571128070354462, "lambda_max": 3.7712974548339844, "lambda_mean": 1.3313966989517212, "elapsed_s": 805.3}
|
| 119 |
+
{"step": 1180, "loss": -1068.50439453125, "reward_mean": 6.04078176369427e-11, "constraint_violation_mean": 0.08297669887542725, "lambda_max": 3.804597854614258, "lambda_mean": 1.3421573638916016, "elapsed_s": 808.7}
|
| 120 |
+
{"step": 1190, "loss": -881.6009521484375, "reward_mean": 0.12453753501176834, "constraint_violation_mean": 0.10283049941062927, "lambda_max": 3.8254940509796143, "lambda_mean": 1.3529882431030273, "elapsed_s": 812.0}
|
| 121 |
+
{"step": 1200, "loss": -494.82550048828125, "reward_mean": 0.12479021400213242, "constraint_violation_mean": 0.07797106355428696, "lambda_max": 3.856205701828003, "lambda_mean": 1.3644871711730957, "elapsed_s": 815.4}
|
| 122 |
+
{"step": 1210, "loss": -1022.3049926757812, "reward_mean": 1.1362090845068451e-05, "constraint_violation_mean": 0.06626938283443451, "lambda_max": 3.882880210876465, "lambda_mean": 1.3751767873764038, "elapsed_s": 899.7}
|
| 123 |
+
{"step": 1220, "loss": -634.2763061523438, "reward_mean": 0.11962524801492691, "constraint_violation_mean": 0.05398660898208618, "lambda_max": 3.9073739051818848, "lambda_mean": 1.3854026794433594, "elapsed_s": 903.1}
|
| 124 |
+
{"step": 1230, "loss": -871.7437744140625, "reward_mean": 0.14587460458278656, "constraint_violation_mean": 0.05517977476119995, "lambda_max": 3.942117691040039, "lambda_mean": 1.3949828147888184, "elapsed_s": 906.5}
|
| 125 |
+
{"step": 1240, "loss": -1063.350341796875, "reward_mean": 0.02675892971456051, "constraint_violation_mean": 0.11437376588582993, "lambda_max": 3.9660074710845947, "lambda_mean": 1.4049142599105835, "elapsed_s": 909.7}
|
| 126 |
+
{"step": 1250, "loss": -1412.538818359375, "reward_mean": 0.13569389283657074, "constraint_violation_mean": 0.10126902163028717, "lambda_max": 3.99641489982605, "lambda_mean": 1.416801929473877, "elapsed_s": 913.1}
|
| 127 |
+
{"step": 1260, "loss": -629.0828857421875, "reward_mean": 0.07358339428901672, "constraint_violation_mean": 0.07869862020015717, "lambda_max": 4.020382881164551, "lambda_mean": 1.42609441280365, "elapsed_s": 916.5}
|
| 128 |
+
{"step": 1270, "loss": -1425.877197265625, "reward_mean": 0.12362322956323624, "constraint_violation_mean": 0.12364645302295685, "lambda_max": 4.048936367034912, "lambda_mean": 1.4361755847930908, "elapsed_s": 919.8}
|
| 129 |
+
{"step": 1280, "loss": -617.608642578125, "reward_mean": 0.03633224219083786, "constraint_violation_mean": 0.09034810960292816, "lambda_max": 4.076421737670898, "lambda_mean": 1.4473628997802734, "elapsed_s": 923.2}
|
| 130 |
+
{"step": 1290, "loss": -1292.585693359375, "reward_mean": 0.13711288571357727, "constraint_violation_mean": 0.09050097316503525, "lambda_max": 4.105062961578369, "lambda_mean": 1.459686279296875, "elapsed_s": 926.5}
|
| 131 |
+
{"step": 1300, "loss": -722.1079711914062, "reward_mean": 0.0006691848393529654, "constraint_violation_mean": 0.10108435153961182, "lambda_max": 4.128869533538818, "lambda_mean": 1.4697976112365723, "elapsed_s": 929.8}
|
| 132 |
+
{"step": 1310, "loss": -1279.280517578125, "reward_mean": 0.13220015168190002, "constraint_violation_mean": 0.07427515089511871, "lambda_max": 4.154026985168457, "lambda_mean": 1.4800351858139038, "elapsed_s": 933.2}
|
| 133 |
+
{"step": 1320, "loss": -1654.536376953125, "reward_mean": 2.2943079727721916e-12, "constraint_violation_mean": 0.0997592955827713, "lambda_max": 4.185642242431641, "lambda_mean": 1.4920481443405151, "elapsed_s": 936.6}
|
| 134 |
+
{"step": 1330, "loss": -1786.0201416015625, "reward_mean": 1.4860966075502802e-06, "constraint_violation_mean": 0.10309846699237823, "lambda_max": 4.216378211975098, "lambda_mean": 1.504339575767517, "elapsed_s": 939.9}
|
| 135 |
+
{"step": 1340, "loss": -1190.376220703125, "reward_mean": 7.996456830028364e-09, "constraint_violation_mean": 0.07495760917663574, "lambda_max": 4.243339538574219, "lambda_mean": 1.5158588886260986, "elapsed_s": 943.3}
|
| 136 |
+
{"step": 1350, "loss": -1403.45458984375, "reward_mean": 0.12749500572681427, "constraint_violation_mean": 0.12797671556472778, "lambda_max": 4.268101215362549, "lambda_mean": 1.5264549255371094, "elapsed_s": 946.5}
|
| 137 |
+
{"step": 1360, "loss": -2001.7906494140625, "reward_mean": 0.18729205429553986, "constraint_violation_mean": 0.12693607807159424, "lambda_max": 4.294608116149902, "lambda_mean": 1.5350234508514404, "elapsed_s": 949.3}
|
| 138 |
+
{"step": 1370, "loss": -1269.5791015625, "reward_mean": 0.004441592376679182, "constraint_violation_mean": 0.1312282532453537, "lambda_max": 4.32206916809082, "lambda_mean": 1.5460586547851562, "elapsed_s": 951.9}
|
| 139 |
+
{"step": 1380, "loss": -1323.0987548828125, "reward_mean": 0.00923904124647379, "constraint_violation_mean": 0.11508379876613617, "lambda_max": 4.357303619384766, "lambda_mean": 1.5597751140594482, "elapsed_s": 954.5}
|
| 140 |
+
{"step": 1390, "loss": -1547.65869140625, "reward_mean": 4.208035586650283e-10, "constraint_violation_mean": 0.10684090107679367, "lambda_max": 4.3851237297058105, "lambda_mean": 1.569279432296753, "elapsed_s": 957.1}
|
| 141 |
+
{"step": 1400, "loss": -746.3240966796875, "reward_mean": 0.1259831041097641, "constraint_violation_mean": 0.059758685529232025, "lambda_max": 4.407711982727051, "lambda_mean": 1.579388976097107, "elapsed_s": 960.1}
|
| 142 |
+
{"step": 1410, "loss": -1254.03271484375, "reward_mean": 0.08069946616888046, "constraint_violation_mean": 0.0971645936369896, "lambda_max": 4.428745746612549, "lambda_mean": 1.5894497632980347, "elapsed_s": 1044.6}
|
| 143 |
+
{"step": 1420, "loss": -952.818115234375, "reward_mean": 0.0004747509374283254, "constraint_violation_mean": 0.0889032706618309, "lambda_max": 4.453527927398682, "lambda_mean": 1.599071979522705, "elapsed_s": 1047.9}
|
| 144 |
+
{"step": 1430, "loss": -1552.5084228515625, "reward_mean": 1.5625882952008396e-06, "constraint_violation_mean": 0.14365467429161072, "lambda_max": 4.482004642486572, "lambda_mean": 1.6116384267807007, "elapsed_s": 1051.3}
|
| 145 |
+
{"step": 1440, "loss": -1137.5069580078125, "reward_mean": 0.1246558204293251, "constraint_violation_mean": 0.10841690003871918, "lambda_max": 4.507927894592285, "lambda_mean": 1.6225218772888184, "elapsed_s": 1054.7}
|
| 146 |
+
{"step": 1450, "loss": -931.5411376953125, "reward_mean": 8.335889106092509e-06, "constraint_violation_mean": 0.07022858411073685, "lambda_max": 4.532910346984863, "lambda_mean": 1.6315441131591797, "elapsed_s": 1058.0}
|
| 147 |
+
{"step": 1460, "loss": -2083.236328125, "reward_mean": 0.07092086970806122, "constraint_violation_mean": 0.15498566627502441, "lambda_max": 4.5621843338012695, "lambda_mean": 1.6432266235351562, "elapsed_s": 1061.4}
|
| 148 |
+
{"step": 1470, "loss": -901.63232421875, "reward_mean": 4.3827412810060196e-08, "constraint_violation_mean": 0.07669724524021149, "lambda_max": 4.591172695159912, "lambda_mean": 1.654341459274292, "elapsed_s": 1064.8}
|
| 149 |
+
{"step": 1480, "loss": -1707.638427734375, "reward_mean": 0.12246888130903244, "constraint_violation_mean": 0.10578691959381104, "lambda_max": 4.611423015594482, "lambda_mean": 1.6647050380706787, "elapsed_s": 1068.1}
|
| 150 |
+
{"step": 1490, "loss": -998.5170288085938, "reward_mean": 0.02314392291009426, "constraint_violation_mean": 0.08181817829608917, "lambda_max": 4.638978958129883, "lambda_mean": 1.6759109497070312, "elapsed_s": 1071.5}
|
| 151 |
+
{"step": 1500, "loss": -1671.6761474609375, "reward_mean": 0.1243627592921257, "constraint_violation_mean": 0.12405773997306824, "lambda_max": 4.66288423538208, "lambda_mean": 1.6857342720031738, "elapsed_s": 1074.9}
|
| 152 |
+
{"step": 1510, "loss": -1526.0577392578125, "reward_mean": 1.557304130983539e-06, "constraint_violation_mean": 0.15197214484214783, "lambda_max": 4.690727233886719, "lambda_mean": 1.6967391967773438, "elapsed_s": 1078.2}
|
| 153 |
+
{"step": 1520, "loss": -1750.957763671875, "reward_mean": 0.12548142671585083, "constraint_violation_mean": 0.14606037735939026, "lambda_max": 4.717495918273926, "lambda_mean": 1.7086495161056519, "elapsed_s": 1081.5}
|
| 154 |
+
{"step": 1530, "loss": -703.2083740234375, "reward_mean": 0.12489036470651627, "constraint_violation_mean": 0.08132211863994598, "lambda_max": 4.739652633666992, "lambda_mean": 1.7195549011230469, "elapsed_s": 1084.9}
|
| 155 |
+
{"step": 1540, "loss": -1681.7169189453125, "reward_mean": 0.0001799226738512516, "constraint_violation_mean": 0.12141898274421692, "lambda_max": 4.765094757080078, "lambda_mean": 1.728459358215332, "elapsed_s": 1088.2}
|
| 156 |
+
{"step": 1550, "loss": -1923.311279296875, "reward_mean": 0.0006392938084900379, "constraint_violation_mean": 0.15251675248146057, "lambda_max": 4.785399436950684, "lambda_mean": 1.7374190092086792, "elapsed_s": 1091.6}
|
| 157 |
+
{"step": 1560, "loss": -1711.8603515625, "reward_mean": 2.7370733732823282e-06, "constraint_violation_mean": 0.09030215442180634, "lambda_max": 4.814351558685303, "lambda_mean": 1.7471736669540405, "elapsed_s": 1094.9}
|
| 158 |
+
{"step": 1570, "loss": -1944.5107421875, "reward_mean": 2.175316149077844e-05, "constraint_violation_mean": 0.10886784642934799, "lambda_max": 4.842646598815918, "lambda_mean": 1.7561976909637451, "elapsed_s": 1098.2}
|
| 159 |
+
{"step": 1580, "loss": -1568.306396484375, "reward_mean": 0.11987301707267761, "constraint_violation_mean": 0.10396522283554077, "lambda_max": 4.866016864776611, "lambda_mean": 1.7652666568756104, "elapsed_s": 1101.5}
|
| 160 |
+
{"step": 1590, "loss": -1093.703369140625, "reward_mean": 4.4632915141562535e-09, "constraint_violation_mean": 0.08587335795164108, "lambda_max": 4.894036293029785, "lambda_mean": 1.7774083614349365, "elapsed_s": 1104.8}
|
| 161 |
+
{"step": 1600, "loss": -2199.315185546875, "reward_mean": 0.0011940435506403446, "constraint_violation_mean": 0.13738572597503662, "lambda_max": 4.919821262359619, "lambda_mean": 1.7877134084701538, "elapsed_s": 1108.1}
|
| 162 |
+
{"step": 1610, "loss": -1758.3955078125, "reward_mean": 8.774033583014429e-11, "constraint_violation_mean": 0.11370532214641571, "lambda_max": 4.9468464851379395, "lambda_mean": 1.7966115474700928, "elapsed_s": 1197.2}
|
| 163 |
+
{"step": 1620, "loss": -2084.4345703125, "reward_mean": 0.12507057189941406, "constraint_violation_mean": 0.0971357673406601, "lambda_max": 4.973336696624756, "lambda_mean": 1.806215763092041, "elapsed_s": 1200.5}
|
| 164 |
+
{"step": 1630, "loss": -889.979248046875, "reward_mean": 0.12475590407848358, "constraint_violation_mean": 0.06838375329971313, "lambda_max": 5.000970840454102, "lambda_mean": 1.817938208580017, "elapsed_s": 1204.4}
|
| 165 |
+
{"step": 1640, "loss": -1201.607177734375, "reward_mean": 0.07051535695791245, "constraint_violation_mean": 0.06327639520168304, "lambda_max": 5.025302410125732, "lambda_mean": 1.8257468938827515, "elapsed_s": 1207.7}
|
| 166 |
+
{"step": 1650, "loss": -1355.08984375, "reward_mean": 3.146957681110507e-07, "constraint_violation_mean": 0.07068072259426117, "lambda_max": 5.045146465301514, "lambda_mean": 1.8349676132202148, "elapsed_s": 1211.0}
|
| 167 |
+
{"step": 1660, "loss": -516.9934692382812, "reward_mean": 6.948908412596211e-05, "constraint_violation_mean": 0.056386083364486694, "lambda_max": 5.063625335693359, "lambda_mean": 1.844818115234375, "elapsed_s": 1214.3}
|
| 168 |
+
{"step": 1670, "loss": -673.38720703125, "reward_mean": 0.12378563731908798, "constraint_violation_mean": 0.06982645392417908, "lambda_max": 5.089666366577148, "lambda_mean": 1.854736328125, "elapsed_s": 1217.6}
|
| 169 |
+
{"step": 1680, "loss": -1635.54345703125, "reward_mean": 0.0002564065798651427, "constraint_violation_mean": 0.10358773171901703, "lambda_max": 5.119211196899414, "lambda_mean": 1.8659682273864746, "elapsed_s": 1220.8}
|
| 170 |
+
{"step": 1690, "loss": -1528.0537109375, "reward_mean": 6.216745873643958e-08, "constraint_violation_mean": 0.10300897806882858, "lambda_max": 5.145205020904541, "lambda_mean": 1.8772109746932983, "elapsed_s": 1224.1}
|
| 171 |
+
{"step": 1700, "loss": -1023.790771484375, "reward_mean": 0.003110322868451476, "constraint_violation_mean": 0.09296572208404541, "lambda_max": 5.17092227935791, "lambda_mean": 1.8886349201202393, "elapsed_s": 1227.2}
|
| 172 |
+
{"step": 1710, "loss": -1988.7640380859375, "reward_mean": 0.09098310768604279, "constraint_violation_mean": 0.15515737235546112, "lambda_max": 5.198637008666992, "lambda_mean": 1.8991708755493164, "elapsed_s": 1230.0}
|
| 173 |
+
{"step": 1720, "loss": -1710.110107421875, "reward_mean": 0.005783990956842899, "constraint_violation_mean": 0.0829719603061676, "lambda_max": 5.2316999435424805, "lambda_mean": 1.911226749420166, "elapsed_s": 1233.2}
|
| 174 |
+
{"step": 1730, "loss": -1343.4716796875, "reward_mean": 8.307625165571153e-08, "constraint_violation_mean": 0.10574798285961151, "lambda_max": 5.258967876434326, "lambda_mean": 1.9225165843963623, "elapsed_s": 1236.6}
|
| 175 |
+
{"step": 1740, "loss": -1655.513916015625, "reward_mean": 0.12488548457622528, "constraint_violation_mean": 0.06578565388917923, "lambda_max": 5.285283088684082, "lambda_mean": 1.9337105751037598, "elapsed_s": 1239.9}
|
| 176 |
+
{"step": 1750, "loss": -2158.24365234375, "reward_mean": 0.00012382825661916286, "constraint_violation_mean": 0.12796908617019653, "lambda_max": 5.308836460113525, "lambda_mean": 1.943257212638855, "elapsed_s": 1243.3}
|
| 177 |
+
{"step": 1760, "loss": -1024.4285888671875, "reward_mean": 0.1035381406545639, "constraint_violation_mean": 0.060235630720853806, "lambda_max": 5.332370281219482, "lambda_mean": 1.9527289867401123, "elapsed_s": 1246.7}
|
| 178 |
+
{"step": 1770, "loss": -747.4888916015625, "reward_mean": 0.12564942240715027, "constraint_violation_mean": 0.04142257943749428, "lambda_max": 5.357231616973877, "lambda_mean": 1.961883544921875, "elapsed_s": 1250.0}
|
| 179 |
+
{"step": 1780, "loss": -1472.6527099609375, "reward_mean": 1.7044070773408748e-05, "constraint_violation_mean": 0.08338233828544617, "lambda_max": 5.388366222381592, "lambda_mean": 1.972978949546814, "elapsed_s": 1253.3}
|
| 180 |
+
{"step": 1790, "loss": -2150.711181640625, "reward_mean": 6.780384865123779e-05, "constraint_violation_mean": 0.13624253869056702, "lambda_max": 5.409523010253906, "lambda_mean": 1.9843578338623047, "elapsed_s": 1256.6}
|
| 181 |
+
{"step": 1800, "loss": -2323.782470703125, "reward_mean": 2.336817601644725e-07, "constraint_violation_mean": 0.1299809217453003, "lambda_max": 5.433127403259277, "lambda_mean": 1.9946203231811523, "elapsed_s": 1260.0}
|
| 182 |
+
{"step": 1810, "loss": -2983.43212890625, "reward_mean": 0.0010838073212653399, "constraint_violation_mean": 0.18630509078502655, "lambda_max": 5.458287715911865, "lambda_mean": 2.0050830841064453, "elapsed_s": 1341.5}
|
| 183 |
+
{"step": 1820, "loss": -1817.6806640625, "reward_mean": 0.2593133747577667, "constraint_violation_mean": 0.08135335147380829, "lambda_max": 5.485011100769043, "lambda_mean": 2.015195846557617, "elapsed_s": 1344.2}
|
| 184 |
+
{"step": 1830, "loss": -2114.014892578125, "reward_mean": 1.8724793335422873e-05, "constraint_violation_mean": 0.13070352375507355, "lambda_max": 5.508321762084961, "lambda_mean": 2.026022434234619, "elapsed_s": 1347.2}
|
| 185 |
+
{"step": 1840, "loss": -1459.110107421875, "reward_mean": 1.3722333165600009e-11, "constraint_violation_mean": 0.07925969362258911, "lambda_max": 5.535282135009766, "lambda_mean": 2.0348567962646484, "elapsed_s": 1350.5}
|
| 186 |
+
{"step": 1850, "loss": -1033.3983154296875, "reward_mean": 0.09186725318431854, "constraint_violation_mean": 0.06904767453670502, "lambda_max": 5.558759689331055, "lambda_mean": 2.044473648071289, "elapsed_s": 1353.9}
|
| 187 |
+
{"step": 1860, "loss": -2469.41015625, "reward_mean": 0.00022284516307990998, "constraint_violation_mean": 0.13888494670391083, "lambda_max": 5.586670398712158, "lambda_mean": 2.055371046066284, "elapsed_s": 1357.2}
|
| 188 |
+
{"step": 1870, "loss": -1401.82568359375, "reward_mean": 0.12786896526813507, "constraint_violation_mean": 0.09217846393585205, "lambda_max": 5.614169120788574, "lambda_mean": 2.0678601264953613, "elapsed_s": 1360.6}
|
| 189 |
+
{"step": 1880, "loss": -1951.348876953125, "reward_mean": 2.2098111784885077e-08, "constraint_violation_mean": 0.12495138496160507, "lambda_max": 5.635617256164551, "lambda_mean": 2.0793044567108154, "elapsed_s": 1364.0}
|
| 190 |
+
{"step": 1890, "loss": -2053.37109375, "reward_mean": 5.291687102726428e-06, "constraint_violation_mean": 0.1103050634264946, "lambda_max": 5.661999225616455, "lambda_mean": 2.0909504890441895, "elapsed_s": 1367.4}
|
| 191 |
+
{"step": 1900, "loss": -1195.056396484375, "reward_mean": 1.40641595591795e-10, "constraint_violation_mean": 0.08134674280881882, "lambda_max": 5.682705879211426, "lambda_mean": 2.1006760597229004, "elapsed_s": 1371.1}
|
| 192 |
+
{"step": 1910, "loss": -1845.9593505859375, "reward_mean": 0.01441869419068098, "constraint_violation_mean": 0.09252339601516724, "lambda_max": 5.709051132202148, "lambda_mean": 2.1104180812835693, "elapsed_s": 1374.4}
|
| 193 |
+
{"step": 1920, "loss": -2082.0126953125, "reward_mean": 9.57130381895599e-12, "constraint_violation_mean": 0.09354778379201889, "lambda_max": 5.738039970397949, "lambda_mean": 2.1215598583221436, "elapsed_s": 1377.8}
|
| 194 |
+
{"step": 1930, "loss": -1603.95263671875, "reward_mean": 0.010340044274926186, "constraint_violation_mean": 0.09651736915111542, "lambda_max": 5.7583770751953125, "lambda_mean": 2.1303040981292725, "elapsed_s": 1381.3}
|
| 195 |
+
{"step": 1940, "loss": -2399.590087890625, "reward_mean": 4.716196322362975e-10, "constraint_violation_mean": 0.1507895588874817, "lambda_max": 5.782705783843994, "lambda_mean": 2.1417126655578613, "elapsed_s": 1384.7}
|
| 196 |
+
{"step": 1950, "loss": -2384.820556640625, "reward_mean": 0.12429053336381912, "constraint_violation_mean": 0.10194908082485199, "lambda_max": 5.804886817932129, "lambda_mean": 2.152292013168335, "elapsed_s": 1388.0}
|
| 197 |
+
{"step": 1960, "loss": -1980.030517578125, "reward_mean": 0.2361413836479187, "constraint_violation_mean": 0.08872543275356293, "lambda_max": 5.832070350646973, "lambda_mean": 2.1627748012542725, "elapsed_s": 1391.1}
|
| 198 |
+
{"step": 1970, "loss": -2401.49951171875, "reward_mean": 2.0422010749143737e-08, "constraint_violation_mean": 0.11133580654859543, "lambda_max": 5.859698295593262, "lambda_mean": 2.1737334728240967, "elapsed_s": 1393.7}
|
| 199 |
+
{"step": 1980, "loss": -977.10009765625, "reward_mean": 0.048336878418922424, "constraint_violation_mean": 0.06151963025331497, "lambda_max": 5.879649639129639, "lambda_mean": 2.183405637741089, "elapsed_s": 1397.1}
|
| 200 |
+
{"step": 1990, "loss": -785.4547729492188, "reward_mean": 0.12446281313896179, "constraint_violation_mean": 0.03308922052383423, "lambda_max": 5.90549898147583, "lambda_mean": 2.193755626678467, "elapsed_s": 1399.7}
|
| 201 |
+
{"step": 2000, "loss": -1041.726806640625, "reward_mean": 0.11053622514009476, "constraint_violation_mean": 0.10174286365509033, "lambda_max": 5.92875862121582, "lambda_mean": 2.203289270401001, "elapsed_s": 1403.0}
|
Oli/best.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:045d890de709a6f24c120ff2b518860dad9b8a8da8fcbe0a73e213978154d203
|
| 3 |
+
size 1317628621
|
Oli/metrics.json
ADDED
|
@@ -0,0 +1,170 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"basic_overall": {
|
| 3 |
+
"n": 64,
|
| 4 |
+
"parse_rate": 1.0,
|
| 5 |
+
"mean_pred_len": 600.0,
|
| 6 |
+
"mean_pred_gc": 0.37494791666666666,
|
| 7 |
+
"mean_gold_len": 500.0,
|
| 8 |
+
"mean_gold_gc": 0.61809375,
|
| 9 |
+
"mean_gc_abs_err": 0.24336458333333333,
|
| 10 |
+
"mean_length_ratio": 1.2
|
| 11 |
+
},
|
| 12 |
+
"basic_per_celltype": {
|
| 13 |
+
"Oli": {
|
| 14 |
+
"n": 64,
|
| 15 |
+
"parse_rate": 1.0,
|
| 16 |
+
"mean_pred_len": 600.0,
|
| 17 |
+
"mean_pred_gc": 0.37494791666666666
|
| 18 |
+
}
|
| 19 |
+
},
|
| 20 |
+
"sequence_validity": {
|
| 21 |
+
"mean_length": 600.0,
|
| 22 |
+
"max_length": 600.0,
|
| 23 |
+
"min_length": 600.0,
|
| 24 |
+
"mean_fraction_canonical": 0.9991406249999999,
|
| 25 |
+
"max_fraction_canonical": 1.0,
|
| 26 |
+
"min_fraction_canonical": 0.9966666666666667,
|
| 27 |
+
"mean_gc": 0.37494791666666666,
|
| 28 |
+
"max_gc": 0.42333333333333334,
|
| 29 |
+
"min_gc": 0.33666666666666667,
|
| 30 |
+
"mean_entropy_bits": 1.9512950112341478,
|
| 31 |
+
"max_entropy_bits": 1.9828835944645473,
|
| 32 |
+
"min_entropy_bits": 1.9181872868689123,
|
| 33 |
+
"mean_longest_homopolymer": 5.640625,
|
| 34 |
+
"max_longest_homopolymer": 8.0,
|
| 35 |
+
"min_longest_homopolymer": 4.0,
|
| 36 |
+
"mean_tandem_repeat_fraction": 0.026250000000000002,
|
| 37 |
+
"max_tandem_repeat_fraction": 0.075,
|
| 38 |
+
"min_tandem_repeat_fraction": 0.0
|
| 39 |
+
},
|
| 40 |
+
"sequence_validity_gold_reference": {
|
| 41 |
+
"mean_length": 500.0,
|
| 42 |
+
"max_length": 500.0,
|
| 43 |
+
"min_length": 500.0,
|
| 44 |
+
"mean_fraction_canonical": 1.0,
|
| 45 |
+
"max_fraction_canonical": 1.0,
|
| 46 |
+
"min_fraction_canonical": 1.0,
|
| 47 |
+
"mean_gc": 0.5223668571428571,
|
| 48 |
+
"max_gc": 0.896,
|
| 49 |
+
"min_gc": 0.276,
|
| 50 |
+
"mean_entropy_bits": 1.954767692123513,
|
| 51 |
+
"max_entropy_bits": 1.9999769166331194,
|
| 52 |
+
"min_entropy_bits": 1.4728614433169502,
|
| 53 |
+
"mean_longest_homopolymer": 7.143714285714286,
|
| 54 |
+
"max_longest_homopolymer": 42.0,
|
| 55 |
+
"min_longest_homopolymer": 3.0,
|
| 56 |
+
"mean_tandem_repeat_fraction": 0.04596485714285715,
|
| 57 |
+
"max_tandem_repeat_fraction": 0.512,
|
| 58 |
+
"min_tandem_repeat_fraction": 0.0
|
| 59 |
+
},
|
| 60 |
+
"fimo_leonine_js": {
|
| 61 |
+
"scanner": "fimo",
|
| 62 |
+
"motif_universe_size": 775,
|
| 63 |
+
"pvalue": 0.0001,
|
| 64 |
+
"heatmap": [
|
| 65 |
+
[
|
| 66 |
+
0.34039855524290763
|
| 67 |
+
]
|
| 68 |
+
],
|
| 69 |
+
"cell_types": [
|
| 70 |
+
"Oli"
|
| 71 |
+
],
|
| 72 |
+
"summary": {
|
| 73 |
+
"diag_mean": 0.34039855524290763,
|
| 74 |
+
"offdiag_mean": 0.0,
|
| 75 |
+
"specificity_ratio": 0.0,
|
| 76 |
+
"n_cell_types": 1
|
| 77 |
+
},
|
| 78 |
+
"frobenius_diff_vs_obs_self": Infinity
|
| 79 |
+
},
|
| 80 |
+
"fimo_ctrldna_motif_corr": {
|
| 81 |
+
"scanner": "fimo",
|
| 82 |
+
"per_cell": {
|
| 83 |
+
"Oli": {
|
| 84 |
+
"pearson_r": -0.36875398890618133,
|
| 85 |
+
"r_squared": 0.1359795043342201,
|
| 86 |
+
"slope": -0.8955617313623941,
|
| 87 |
+
"intercept": 0.002445886104983734,
|
| 88 |
+
"n_motifs": 775
|
| 89 |
+
}
|
| 90 |
+
},
|
| 91 |
+
"summary": {
|
| 92 |
+
"mean_r_squared": 0.1359795043342201,
|
| 93 |
+
"min_r_squared": 0.1359795043342201,
|
| 94 |
+
"max_r_squared": 0.1359795043342201,
|
| 95 |
+
"n_cells": 1
|
| 96 |
+
}
|
| 97 |
+
},
|
| 98 |
+
"fimo_tf_program_specificity": {
|
| 99 |
+
"scanner": "fimo",
|
| 100 |
+
"per_cell_program_fraction": {
|
| 101 |
+
"Oli": 0.0044109538687741225
|
| 102 |
+
},
|
| 103 |
+
"mean_program_fraction": 0.0044109538687741225,
|
| 104 |
+
"random_baseline": 0.143,
|
| 105 |
+
"interpretation": "fraction of motif hits in each cell-type's generated enhancers that come from THAT cell type's known TF program (NEUROD/MEF2 for Ex, SPI1/IRF for Mic, etc.). 1/7 = random; higher = better cell-specificity."
|
| 106 |
+
},
|
| 107 |
+
"moods_leonine_js": {
|
| 108 |
+
"scanner": "moods",
|
| 109 |
+
"motif_universe_size": 720,
|
| 110 |
+
"pvalue": 0.0001,
|
| 111 |
+
"heatmap": [
|
| 112 |
+
[
|
| 113 |
+
0.36979425815705697
|
| 114 |
+
]
|
| 115 |
+
],
|
| 116 |
+
"cell_types": [
|
| 117 |
+
"Oli"
|
| 118 |
+
],
|
| 119 |
+
"summary": {
|
| 120 |
+
"diag_mean": 0.36979425815705697,
|
| 121 |
+
"offdiag_mean": 0.0,
|
| 122 |
+
"specificity_ratio": 0.0,
|
| 123 |
+
"n_cell_types": 1
|
| 124 |
+
},
|
| 125 |
+
"frobenius_diff_vs_obs_self": Infinity
|
| 126 |
+
},
|
| 127 |
+
"moods_ctrldna_motif_corr": {
|
| 128 |
+
"scanner": "moods",
|
| 129 |
+
"per_cell": {
|
| 130 |
+
"Oli": {
|
| 131 |
+
"pearson_r": -0.20823663699152709,
|
| 132 |
+
"r_squared": 0.043362496985541024,
|
| 133 |
+
"slope": -0.2338134683158446,
|
| 134 |
+
"intercept": 0.0017136298171053395,
|
| 135 |
+
"n_motifs": 720
|
| 136 |
+
}
|
| 137 |
+
},
|
| 138 |
+
"summary": {
|
| 139 |
+
"mean_r_squared": 0.043362496985541024,
|
| 140 |
+
"min_r_squared": 0.043362496985541024,
|
| 141 |
+
"max_r_squared": 0.043362496985541024,
|
| 142 |
+
"n_cells": 1
|
| 143 |
+
}
|
| 144 |
+
},
|
| 145 |
+
"moods_tf_program_specificity": {
|
| 146 |
+
"scanner": "moods",
|
| 147 |
+
"per_cell_program_fraction": {
|
| 148 |
+
"Oli": 0.015246243281781287
|
| 149 |
+
},
|
| 150 |
+
"mean_program_fraction": 0.015246243281781287,
|
| 151 |
+
"random_baseline": 0.143,
|
| 152 |
+
"interpretation": "fraction of motif hits in each cell-type's generated enhancers that come from THAT cell type's known TF program (NEUROD/MEF2 for Ex, SPI1/IRF for Mic, etc.). 1/7 = random; higher = better cell-specificity."
|
| 153 |
+
},
|
| 154 |
+
"oracle": {
|
| 155 |
+
"oracle_type": "SeparateBinaryOracle",
|
| 156 |
+
"n_scored": 64,
|
| 157 |
+
"n_aligned_for_fid": 64,
|
| 158 |
+
"gen_argmax_accuracy": 0.234375,
|
| 159 |
+
"gen_on_target": -10.657306498615071,
|
| 160 |
+
"gen_off_target": -18.704136237502098,
|
| 161 |
+
"gen_specificity": 8.046829738887027,
|
| 162 |
+
"gold_argmax_accuracy": 0.953125,
|
| 163 |
+
"gold_specificity": 22.375889614224434,
|
| 164 |
+
"n_gold": 64.0,
|
| 165 |
+
"fid": 40.69668053681352,
|
| 166 |
+
"fid_per_cell": {
|
| 167 |
+
"Oli": 40.69668053681352
|
| 168 |
+
}
|
| 169 |
+
}
|
| 170 |
+
}
|
Oli/samples_generated.jsonl
ADDED
|
@@ -0,0 +1,64 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"id": "ctrldna_Oli_0", "cell_type": "Oli", "candidate_enhancer": "CGGACAAGAAACTAAATTGCCGATCATAATCATACTACGCACGAATTCAATGATATTGTTCTAAGCGGTACGAAGGAGATAGCTGAAGGTTGAACTATCATCGGTTTCGCTGTACATAAGGCGACCTTTAAGTTTTGCTATACCAGACAGTTGTACCTTGCAACATGTTTATCAAAAACGATTTACTTACTGTGAAACATTTCGTACGCCTGTGATATAGTATATAATTGAAACAATTTGCCAGTTAGTTAATCAGTTCATTGATCCGGAATTGGAACAAAATTTTATAAAATGTAAATATTAAAGCCACTGTACTTAACTATAGCAAGTCGTTTTTATTTGATGTCGCAGAATTTCGATCTTCGAAAGTTTATAATGCTTTAGAAAGAGCGTTTTCAACGCAGAGGAAATTACCTATACCACAAGCTCCTGTACCATTCCAGGTACATACTTATATTAATATGAAGAATGCTTGCACAGATATGGGGTATATGCATAGGAGCTAATAGCATCCACCATATCTGTCGGACCGAAGTAATGAGGTCTAAAATCAGCAATTACAGGAAATTCGATCGCCACACACTGCCATCAAAGAAGACA", "method": "ctrl_dna"}
|
| 2 |
+
{"id": "ctrldna_Oli_1", "cell_type": "Oli", "candidate_enhancer": "CAGTAGTTCAATGTCACATCTATAGAAGTCTTAAGGATATCAGAAACCCGTTAGAAAACAATGCTAGGGCAGGCGTTAGCAAGTAGTTGTATGCCCCCAAGTCTTTTAATTTCATATCCCATGATTCTGCTGATTATGAAGGGCAACAATCTGTCTTAAAATAGATTTTCTATACCTCTAATAGATAAATAATACGCCACTAGATCGATCAATGTATAATAAGTCAAAGACCTACACGTCTAAAGGCCTCTAGTGCTAGTTTTTTATTCATCCTTATTTCCAATAAACAGAACTTTTGATATATTTTTATATAGTGCATGAGAAAATTATCTTTCGTATACAATTCAAAGTGCCCTTTCGTGTGAACGAGGAAAATAGCATATCGGAAACTGATCAAAATTAAGTACCGACACTGGAGTCGCTTCGTTACGCTTTCGAAACTACTAGATTACAAATCATCTATCAAGACTAATAAGTGAAACGGCAGGACTGTACACTGGACTTTGTCCGGTATATTTATAACATCCCCCCATTCCAGCCTACCACAATACTGATGAATACCCTTAAATGTAAAAATCTGGGCTCCGCCAAAATTGCTCT", "method": "ctrl_dna"}
|
| 3 |
+
{"id": "ctrldna_Oli_2", "cell_type": "Oli", "candidate_enhancer": "TANGGGATAAAAATCAGCGAAATAACAACAGAGAAAGTTACTTTGTTACATTGAAGCCTTAAAATTCAGATAATGCACCAGTACTTTATCTCAGATACTTTGCAGTCTCTCTATTTAACTTTAAATACAGTTATCCAAATAGGAACGCTAATAATATTTCCAATATGATACTCCAAGCCTGTTTGCGCAATATTTAAACATTAATCATAAGCTCATAGCTACTATCTACCATAATATCTGTGTTTATTTATGTCGCTCAGAAGTAGCGAATCTCATAAATTGCTTATACAATCGACCTTATCTCATTTACACCACTAGGGTATTGTTATACTCGTATGAAGATTAGCTACCTCAAATAGCCACCTATTCCTCGTAATAGGTCAAGTATGTGGAACGCCTGACCTAGATTAGCGTAGTCTGTTACTCGCATAAGCGCTATTTGTTTTATCGATTAAAAATAACATGACCCTAGATGTGATATTGCATGCACCTTGGGGCAACGTAAGTGAATCCTGTATATAATCCACGATAAACAACTGGCGACACGTTAAGTATTCTTGCGAGCCGATCGTCTTGGTGCCTGCACTTAGGTACTCACTA", "method": "ctrl_dna"}
|
| 4 |
+
{"id": "ctrldna_Oli_3", "cell_type": "Oli", "candidate_enhancer": "TGNATAACCAGGACAGTCGAATGATCTCTCCCTGGACCGTCTCCGATTTAATATGGATTATAATGCAAGATGCATCATAATAGAGCATTTTTAAATACAATTCATCGGCCATCGGTCCCAGGACGAATCACGATGTTAGAATGGTAATCTTGAATCTGGAGTCTAGTAGCGAACATCGTCTAGAACTAAACTACTTTCCGTTACTGATAATGCGTATTATTTGTTCTCAGTCGTATTTGTTAAAACTGCAATTTTTGTGTTTGTACCTACTCATGATGACACTATTGACATCTGTTAAATGCGGCGATACGGACTATGTCTTGTACTGAAGAGCAAAGACCTTCCCACAGATGATCCAGGAAACGGGACATCAGGTAATTTAAACTCCCCACCTCTTCGTAGCTCAGGATATAATTAACAATTTCATTTGCGGCAACATATTAATTGGGTAGGTCGGTGCAGTCTTTCTGGTATGATATGCTATTAAATACTACTGTAAAAGGACTCTACCGTAGGGTTGGAAAGCTGGTTTGATCTTGACGGTCGAGAGTTGCTATTACAGATCGTAAATTAATTTTGCCACTCGCTGAACAAAGCCTA", "method": "ctrl_dna"}
|
| 5 |
+
{"id": "ctrldna_Oli_4", "cell_type": "Oli", "candidate_enhancer": "GTGGAAGAACGTTCTGACATGGATAATCTGTAACTATGGCAAAGCCGTTTTCCATGCGTTTTTGAAATGTAGCGTGTCGATTGTATGACGCAATAATTTGATTCACTCCCATCGGAAGACCAATTGGTAGACGACTTCATTGAGTGAGTCCAAGGGTCATTAAGGCTTAATAACAAACTGATCCTTTAATTTATCCGTCTATGCATAACGGGTCTGAGGAATAGAGATGTCCTTCGTCACGATAACTTATATGCTACCATAATTCTATTTACTTTTTAACATAAGGATGGCTCAAACGTATGTAGATATCAAGATATCAGAAATTGGCATGATACTGACGATCGTAAGCAAACTTTGTATTTATATTTACAAATCCAGAGTTGCTGTGATATATAATTCACCGCTTGACGCAGTTTAACACTGCTTTAAATTCCACCAAGTTGGAGAAGTATGGACCTTCTGAGTGCAATAATCAAAGTTACTAAGTTAAGGTCATCATCCTGCCTACGTAAAACCCCTTAACAATCGAGTCCCTTTATCTACCTGTATTGATAACTCACATAAAAAGAATTTATACGACGGCTTTATAAACTTGGGTAA", "method": "ctrl_dna"}
|
| 6 |
+
{"id": "ctrldna_Oli_5", "cell_type": "Oli", "candidate_enhancer": "TAAACACCGACACTCTGTTTATCCCACATTTAAGTTGATAGATATCCAACGGCTTAGTTACACGTACCTGAACACAACCTTTTACGGAATATTCGTATTAGGTAATTTAGCGCGACATCATATTTAAATTATACAAAACGTTCTTTGATAGTCACATCTTAGTTGTCTAATCACCATCTTAAAAACATGTGGAATTGATTGAAAGGTGCCTTAACTGAACCCTGAGTAAGTATGTTATTGCACAGTTTCTTTTGCTGAGGAAATCGTATGATTTATATTCTAGTTCTTATGTGCAGCCACCAAGCACTCCAGGTCCCGTCTCGAATAGAATTGTATGATACGACTATGTTTATATATTACCAATTTTTATGCACAACCATTACGTATTCCTTGATGTTATCTCAAGTGCATGGTAATATTAGTATGCATGGTCCCAAACAAATACTGTAAATAATGAATAGACTTCACTACTCTAATGAACGAGGACATTCGTCTACTAGCACTGACTGAAATATACATCTGCTGAGTGGAGTTAGAATCTTTAGGAGTACATAGGGACTAGACTAGCCAGATGCGGCTTATTTGTCTTATAACTCCCAG", "method": "ctrl_dna"}
|
| 7 |
+
{"id": "ctrldna_Oli_6", "cell_type": "Oli", "candidate_enhancer": "ACGGGAAGACATACGAAAGCGTCTTCTGTTGGCCTATCTAACTCATCTACCACCGCATACCACACACAAAATCACAATGCAACCAGGAGATTTAAGCTTTGTCAATCCATGTTTCTTTCCTCTCAAATAAAGTATATTATTGGATATTAACACATAAGGACGTATTTCAGAGTATGATAACACTTTTAAAGATCTCATCCTTTAAATTCTATTATTAAATTGAGCATTTTATGTATTTCAAATGGTAATATGTATAGAAGTCAATGATAACACACCGTGAATAATTCTTTCAATTAATTGTATTTACTCACTCATTTTTTAAGGTCAGACCGACAGTTTGACAAGTTATGTATCACTTGGTTCCTTGCCTTTATTTGATGGTAAACAGGCCGACAATGCTACAGCAATGAGACACAACGAGTCTTTAGTAGCAAAACCACTTCAATAAACGATAGGATAAATCCCAGGTCCGGTGTACCACACGGCAGACATCTAATATTCGAACGGTGCCGACCGGCTGTCCTAAAGCAGAGCCCTTTGCATAAAGCGATCATGAAACGATATCTCCCTTTTAATTAAGGTTTTGGCTGTCGTGCCAAA", "method": "ctrl_dna"}
|
| 8 |
+
{"id": "ctrldna_Oli_7", "cell_type": "Oli", "candidate_enhancer": "TTCATTATGCTTCATACTATTACTATAGTTTTAAGTCTTGGAGGTAAATGTGTAATCCTAAGTAAGGAGCTACAACTCTTAAGCTTGATCTATCAGTATTACACACATTTGCCCGTAAGTTGTTTATGCCTTAATTCTACACAAGTTTTTAGTGCAGACGGATTGTGTTAGTTTTTTTATATTTCCACGTAGTGTCTGCATGAACTTGGTGTATGAGTTACCAAATTGCATTGCCTGATTCCACTGTATCAATCCATTATTTACACTTCCGGAGAACATTCTTATCATTATTATAAGCTTCTAGACACAACTTATCTTGGCTGGTAAAGATTACTGTTTACTTTTGGCATTGCATCCAACATGAAAACTACAAGACGGACAGCGGCCCTCCATACAAGATTTTACTGAAAACAGATTCGCACATCAACGCCCAAGTATACTTGAATTTTTAATCGACTACGTCTGATGACATTCACCTCGTAGAGTCGGGCTCTGGCAATAGACCAATTCTTGTAACTAGTATTGTGCACTAAACGACTGATAGGGGCATCATTGCAGTAGAATCGTCGCGAAAAATGACTCATGTTCAAATCTTTATAC", "method": "ctrl_dna"}
|
| 9 |
+
{"id": "ctrldna_Oli_8", "cell_type": "Oli", "candidate_enhancer": "CTCGGAATTATTCTACTTGAGGAAAAAATTATATTTCCTTCACAAGCCGGCTGCCAACAATATAGTACGAATTCGAACAGTAGCGAGAAAGGAGCACAGCAAGTAAGTAACTTCTTGCAATAGTGTGTAGAAAAGTCAGCGAATCAGTAACAGCGTTGCACAATATTATTATTAATAGTGGAATAGTAGAAATGATTGATTAAAGGCGCGGTGAACCTAAATGGTTCTATAACTATACAGGCTATGGTGTTAATTGGAACCAAGTAATCGTCAACCGATCCCCCGATTCCTTCCGCACCCTATCTTAGCTGAAAATAAAGTTTAATAGCTTGCGGCATCCTATTGGTCGACTCTAGAAATAGCGCCAAGCTTCGTCTTTAACAACAACCTGGTTTCTCAAATGAGCCCCTACTATGGGCTACCTTATACCCCTATATTCCAATAATGATCATGTAGGGAGAAAAGAGACGGCCTTAGTTAACTGGTAGTTGAGATTTGTGCTCCCGCACTGGCTGGTACTGACAGTATGTTGACTCGCGGTCCTCTCATAACGGAGTGTCATTAAATGTAATAATTAATTGGACTTGAGTAATCCGAGTC", "method": "ctrl_dna"}
|
| 10 |
+
{"id": "ctrldna_Oli_9", "cell_type": "Oli", "candidate_enhancer": "AGNAGCGCAGACGTACTCTGTGACACTACGATATTGAAAATTATACTAGCCGCATTAATGCCAGTGTCATGTGTCCCCAAACATCCCAGTCAAAGCCGCCCGAAACGATTAATATTACGGTGAACATTAAATAGACCATATATCGTATGACTATCTCAGAAGACCAAGATAAAAATCTATTAATAATTAATCACTAAAAGAAGACACAGTCACATGTCACATAACTCTACGATATGTATCTTATGAAAGGGAAAACCCGTTACTTATATACATATGATAATATTGTTAGAGAACGGTAAGCCATATGTATCCCATTGATTCCAATAACATGGTCACGCTGCATCGTGCCTGACTTTAGAATCGATTACAGCTTAGTATTTCGTATTACTGCTGCATATAGGTTACTTTCCTTACATCATCCCACGCTCCAAATATTACATTTGATTTGCACCGAGAAGTCTAATGGTTCAACTTACATGAGCTATCGAGAGTTGGGAGTTTTAATCTAAGATAATATACTATAACACCCCGTCATACCTAAAAATCTGTCCGGAGACATTCAAATATAGGGACTTTAACATTAGGTACGTGTTCTATTTT", "method": "ctrl_dna"}
|
| 11 |
+
{"id": "ctrldna_Oli_10", "cell_type": "Oli", "candidate_enhancer": "ACACTTACGATAATACATATTAGTCGGATCTAAGCGTATGTCGCGCGCGTCCCCAGTACCTAAAGTGTAGCTCACAATATAGAATATCAATTCTTATAGTAAGATCGATTATATAACCACAATTTTGCTATTAACATTTACTTAGAGCATAATCATATTAATTCTCAGTTCTTACAAAACGTAGTCTTCGTAAAATCATTTACCATATGTAATCATGAAGAAGTCGAAGGCGATGATGCATCCTTTTTTAATTTGCCTTAATGAGACTACTCTTGCATCAGCCGTAAGTAAATCAAATGAAGAAAAACTGTATTAGACCGCCCGACACCTAATTTTCTGAACTCTAGTTACGTAGAACTAACGTAGACCTAGACGAAATGCAAACACAACACTTGGATATGTCCATAAAACGCGTTTATCTTAAGTCGCGTTCGATCCATTCATCGGTGTGGCCCCTATAGACCTAAGGCACGTGAGAAAAAATAGGTAGTCCTGTGTCTATGGTGTAACAGATCGTATTCAGTTCACTATACCACTTATTGTGATCTAAGTTGGTCAACACCACTTAAAGTTTTTTACAATCAGCCGGGCCAATTGTTT", "method": "ctrl_dna"}
|
| 12 |
+
{"id": "ctrldna_Oli_11", "cell_type": "Oli", "candidate_enhancer": "CANCATTGATAATGATGCGCCCCGTTTGAGTAAGACTGTGGCCTAGATTATTGCACATTAGTCTCTTTATATAATAACGGTTCAGTTTGATACAGCGCCATAACTAGGCTTAACAAAATCTAATCGGGTGCTAATTATTCTGCATTTACCGGCATCGATTTCAAGTATAGCTACTATCACAGGGTTTTAATTGCCCTCTGCCTCAAACTTACTTATAATTCCTTTAGGCTAGGGATATAAACACGGCATACATATTGTTACTATATAGCAGATTAGATCGTAAAGGTACTCGTAGTTACTTTATACAGTCGTGATAAGATCCGATCGGTTTTAAATAACTGATTCTTTTAAATGCTTACATTATCAAACATCTCGAGCAGCCATCCTGTTGTCTAACCATGTCATACCCCCGCATAAGCTCATGTTATTTTACCAATAATTATTCTCGCGATCGCTTTTTTCGATGCAACATTGGGGGTTATAATGCTTTATGTCTGGAGCGCAGTATACTAGAAAGAGTTTTCAGGCTAATGCCATCCTAAAGTAATGCATTGGGAAGGTCTGATAACATTTGTCCACAAGAATATGAGACTATGTTCG", "method": "ctrl_dna"}
|
| 13 |
+
{"id": "ctrldna_Oli_12", "cell_type": "Oli", "candidate_enhancer": "ATNNATTTGATTAACCTCACCCGCGATGTTGGTAGCGCAAATCGTATGATGAAGGTTTGTTGATCGCTAAAAGAAAATCTAAAGGATTGCCAGGTTCGTTTTTTATGTTCGAAGATCTTGATACACCACGCCGGTTTGACTGTTCTCGGTGGGGATTTTGATATGATACTTCTACCATAGATACCGCGCATACCGAAACAATTACAATTTAATGGATGGCCATTAGCATTCATTAGCCAGCACACACAAATATTTGATGTAAGAGTGTTCAGACTTACAGGGGGAGTACAAACGGGTATTCGTCCTATTAAATCTATTCTTTTAGATTTAATGGAGCTTAATTACTTGTTTCTAATGATTGAGGTGAAAAATATTAAGTGGTAAGTGTGTTTATTGACAACTTTATAAGCGAACACCATCCATCACTTTTAAGATATTGAGTGTGACAATCCCCATCTGGCCTTTATGCAGATTGAGGTCTAACTGACACGACACGTCCCCGAGGTCATATGCCCTTAGGAGGTAATTTTACAAGTGGCCATTATTACCGGGCACGTTAACGTGGAAGTAAATCTAGGCTATCTCTTTGAAAATAGATTA", "method": "ctrl_dna"}
|
| 14 |
+
{"id": "ctrldna_Oli_13", "cell_type": "Oli", "candidate_enhancer": "ATATTAGGACTGTCTACCAGAACGTATCCATGGTGATTATAAAAATATCTATAGGAGTATTAGACCACAGACCATGAGTTCACGTAATTTCGCAGATTCGGAAGGATAAAGACTCACGATAATCGTAGACCGATCCACCGTGATTACATAAGATCGTTGTTTAAAAGTTCTATCAATGACGATTTCTGACAACAGGGCAACGCTTCTTTTTGCTATGATAGGATCAAACTCATATATTTTATTTGGACCACATTCTGTAACTTTTGTAAATTTTCTCCCTCGTGGCTATTAATCTACTCCAATCATAATCTCGAGATCCACGTAATATTTTCACATACAGTTTTCTTAATTTTTTTCATCTCATACTCTTTCATCTTGTTCAACGAGTTGTTTTGAAACCTGTACAGGTTGTATGTTGAGTCGTCATACAATCGTAAGCACGCACCACCCGATCTGTCGCAAAACCTTTGCGAGATCGGATAAAATCTAGCTATAAGCAATACGAGGTTAGAACGTGCAGTGTCAAAATTCCCGCCTGGGGATTGCACAAGGGCTGATAAGATAAAATTGGTATGATTATGTGGTCAGGTACACGCAGTC", "method": "ctrl_dna"}
|
| 15 |
+
{"id": "ctrldna_Oli_14", "cell_type": "Oli", "candidate_enhancer": "AAAACTACGTTAGCCCTCTAAATACAACATCAAGCGGTGTACTGCTAGCTGACCTGGTGTCAAGATTTAATCCAATGGCACGATTTTTGATTAGGTATGAGTGGAAATGAATGTGATATGCCCTTCTTTGTTGGCTGCTCACAAAGTACGAATATTGCTACGCATCTTTACGAACTGTGCAAATTATTTTAGTCCCAAAGTCGCAAGCATGATTGTCTTTTTCCCGATCACTACGAGGCGTTAAGATTTTATTTTAAAATATAACTTTTAATGCATGACGACCTCGATAATTAGCTTTCCCTCAGATTCTACTTTGAAAATTCTTTCTTGCTACTATAGCTAAAAATACGCATCCACGTGAGCTCAATACTATAGTTAATTGGACACTGTTTTAAAGTTTTAGATTGTTACGCGCCTTAATTGGACTAAGTCGGTAAATTAAGCCCCCAGTATCATATCTCCTCAAATAGAGACCCCTCAATCTATCGTTACCCTATGTGAGCCGAATTTTTAGGATATTACCGACGTGAGTACCCGGTACTAGTATTTCGGTTGTTGCTTTCCATGAGCTTGGCAAACAGCGGGGGCTACCCACTAATA", "method": "ctrl_dna"}
|
| 16 |
+
{"id": "ctrldna_Oli_15", "cell_type": "Oli", "candidate_enhancer": "AGGAGATGTTAATTTACCTCATTTATAAACCCGCTAAAATCTTGAATGCGATTCTTTCTAAATCTACTAATTACATATAACAAACGAACCGACATACGCGTCGATACTAATCTGAGGGGATGGTACCCGCTTATTTCTAATTGATAGTCACCTTGATTTCGTTACTAGGAATCACTATTTGTACATTTATCTCGACTAAAACTTTAAAGATTTGTAACCTAGTAGAAGGATTTCACGAAATTATAATCCCATATCACTAATAGTTTTCCGTGGTCAAATTGTACTGGAATATTTATAGTTATACGCGAATGTTAATGCAATGTGATGTCATCGCAACTACTCGTAATACCCGCGTTAATAGGCTGACTAAAGACTGTGTAAACTTTAATAATTTTGTGTACGAAACCTATATGATGAATATAGCTTATCCGTCTTTTTGCAGTGCGGGATATGTTCAATATCTTAGGGTAGACCTGGACCCCAGTACATGACTTCGGCACAGAAACAGCGTATTGACAAGGCTTGCAATGAAGCGACAACATTCGGTCGTTATGTTATCACGGGTGATGTATCTATTAGTGTTTCATGACTTTTCAATAA", "method": "ctrl_dna"}
|
| 17 |
+
{"id": "ctrldna_Oli_16", "cell_type": "Oli", "candidate_enhancer": "CCNNGCAAATACTAATAGTACGTGTCTGTCACAGCTAGAATTCGCTGGCGAATGTTCTTGCTGATGAAAAAAATACTTCTCTACTTAATTCCTATTACTCATATTAAATGTGTTGAACCAACGGGTAAGCGAGATTTAGAGTCATTAAATAATACAGTTATTAAATAGAATGACAAAGGACATTGGAACTCTTATTAGCTGGCATCCATTAGATTGTTACTAAAGGATGAATCTACATGAGTTCACATGATATTACGGGATTTTCACATTGAGCCTCGGTATAGATGGCCAGAAACATGTGCTTATCCTTAACATTTGTATTCTAATTCCACTGTGTAAAAATACTTTTCTTGGGTGTTTCTTTTCTTAAGCATCCTCCCAAATGGAGGTGTATATTTGTATGGGGCTGTCTACGCGTTCAGATCGGCATATTTTAACGTTGCATTTAGGATGTGCATAATGTCAGCATTCGGAGACACTGTAAGCTTATTAGTTACGTTCCGAGGGAATAATACAGTTTCCATTACATTCTTAACATCCGCATGATGAATTGGTCATTTGATCCGAAGTGTTCAATACAAAGCAGAACTCGGAATTAAC", "method": "ctrl_dna"}
|
| 18 |
+
{"id": "ctrldna_Oli_17", "cell_type": "Oli", "candidate_enhancer": "TGNGGCACTTTGGGGTCATGCTTAAACGTATAGTTGTCATAAGAACCGACATCTCACATCCCGGAGTAGGATCTGACGAAATGCCGCAAATATCATATAATTGATATGCCGATAGGTATATCCAAACATCTCTCGTTGGATAGAGATTGTTAATACTTAATCTGTCAGACGCAAACACTGTCGGAATTAATGCAATTCAGTATGATGTATAGCCAATGTCACATCATAGAATTCCTTTATCAAGGTCTATCTTCTTTATCTATACAACTAAGAAGAAAATGTAGAATCAATTAACTATAATACTATTTCGAAGCTAGACAGTCGGGGGTCATAATTTCGTATATCGAAATCTTCCACGTCCTGTGTTATAGATTTCTAGAACTCTCATCTAGCCCTTTTAGTTTTCAATGCGATGAATATAATGTTATTCCCCCGCGTATTTACCGTATCCTCACGGGCTTAAACGATATCACGAACGAAGCCGTGTCCAATCCGTATTTTTTGCGGCATAAATGAACCGGTCGTAGTGTTACTAAATTATGCGCTGTACCTTTTGAGTCAGCCACGCGGGCTAACGGTATCATACCTGTCCTTAATAGT", "method": "ctrl_dna"}
|
| 19 |
+
{"id": "ctrldna_Oli_18", "cell_type": "Oli", "candidate_enhancer": "TTNAACTAATAGGTTTATGGAGCAAAGCAATTATAACTGTGGGAATAGCTCTAACGACAATAGTTTTCCCCAGAATTGTACGTTTCCTCCGATAAGACTAAATCTTCATATTAAGGTAATATGTAAAATGTTTTGATGCCTTCGCAAGTCCACGTAGATTTGCTGCAGTATATAATCAATTGCCCTCCGGTGATTTACCTAAGCTTAGTATATCGAAATTGTCACAGGGATGCACTTGTATACTGCAATAGATCGACTTTCTTAAGAATCAAATTATAAATGAGAATATCAATTAGGACTAGCCGAATGTAGGTTCCAGGCTTTTACTATTTGTTGTCCTATTACCTCATGATTAAGCGTAAAGAACAGACAAAGCATTCAATACATATTTCCTATTGTAACACAACGTACTGATCGAAACCCAATTCAGGTCCATCTCTGATATAATGAATGCGCCGTCATATCCGGGAATTCTAAACGCGGTAGTGAATTAATACTTACGCAATTATAGTCTTCAGAGTTTCTCATACCCTACAGAAGCGTACAAAGGTGTCGACATAATAATGTCAATAACGGCTCGTACTTAAGAGTGTGAATCTG", "method": "ctrl_dna"}
|
| 20 |
+
{"id": "ctrldna_Oli_19", "cell_type": "Oli", "candidate_enhancer": "GATTATTGGATTACTTGTTCTGATGCACTTGGCGGGTACAACACACGATATCACAAGGACAGTGTATTGGGCTTAAGCCCTCTAAGTTCATCGTTAAATCACTATTCCGTTTGCGACTTCGTATATTAAAATTACGGATAAGTGTGTCCTGCGATCTTAACCGCACCGTGTTAGCCTCATATTTTAATTGTGTTCGAGTTACATCTTACGTTCAACATGTTGTTTCACATATCCTATGATATACTACACCTACGCATAAGACATCAGGTTGTCACTATATACTTTATCATTGCTATTCTATAACCTACTTACATAGCCTTTCATACTAAAGTAGTATAGATTGCACGGAAATCTGTGTAAAATAAGAAGAAACTAATGTACGACTCGTGACACGAAACGTGTAATATAGTCTGTTATAACTTCTGAATTTATGGTTTCAGAATTCAATCTAATGTACATATCATATAGAGATCGGAGCTTTCGTTGTGTCTCAATCGATGTAGACATTAAGATAGTTTCGGCTGTCAAATGAGACACCGTCTAAAAGATTGTCCAACAATTCACATGTCAACTATCAACACGTCTAATGGATAAGGATAA", "method": "ctrl_dna"}
|
| 21 |
+
{"id": "ctrldna_Oli_20", "cell_type": "Oli", "candidate_enhancer": "TTGNGGCATGCAAATTCCATTTCGTGGAACATACCTATTGCCTCGTATCCTGTTCTCTTCGAGCTTAATAACAGTGACGTGTAGCTGAGCAGGCATATATTGTCGACTGCGGATCAAGACGTATGGGAAGCCATTTTAACTACTAAACTAAAATATATCGTTAGATAACGATCTGGTGTTGAAAATACGTTTTATAGGGGTTGCAGAGGATTTAATGTGGCTGTATTTACGTGATTCATTGCATTAAGGTCGTTAGGGCTTAGCGTTAGTATTATCTTAGTACACCCAGAATGGAGGGACTATACAGGTCAATTTTTAGTTGTGACCATATCAAAGATATTTCATATGTACACTACATAGATATTCCATTTCAAAAGATTACAAGAAAAAGATGTGACCTTTTTGGCTCCTTTTACATTTCTACGTCAGGTCTCAAATACCCACCTTTTATTTTCCAGGTGGTTTAGTATGGCTAAGAAGTTTAGGTACCCTCACATTCTCATTACAAAGTTTTTCCGAATATCTTCCCGATTGAAAAGCTTCGCTGATTAGGTCCAAATGAAAGTGATGGGTTGCTTTAGTTATCAATAACGAGTAGAG", "method": "ctrl_dna"}
|
| 22 |
+
{"id": "ctrldna_Oli_21", "cell_type": "Oli", "candidate_enhancer": "CAGNGCTAATGCATTATGACTTCGGGAGGATCAAGTAGCATATGAGAGGTAATAAGGTGGTAAGGACATGTGATTAGAAGTCCATATTCAGGTAAGGTTGGAATGTTACCTAGGGTTATCTAGCAATCAAGTTCACAATTTTGACCAAACAAAGGAAATAGTCGAAGAAATACCTTATTAACTGTTTCATAAAGAAGATTATTACTTCATTTCAGAAAGATTCAAGAATACAATCAGCTTTTAGAACGGACCTTACTCCAAAGTGTTCATACAATCGGGAGCTAAAAATATAACACTAAAGCCAGACAAGCATAAATCCACCTTGTATTATTAACGTTAGAATAGAATTAGCCGGATCGATAGACTAGTACGTCACGCTTGCAGTTTTTAAAACTGCAGTGCAATGAGCAGATAAATTACATATGTGGTAGCATATCTGTCTATTAATGATGATACATCTATGAATGGCAAACTGCGTAAAGAGTTTGGTCCTCGCGACCCAAGTAGCGGTGAGTTCCACCATCGTTAACACACCGACTCAATCTTAGGCTTCGTGCCCGTAGTTAGAGTTGAAGGGAAACCGACCAATACACCATACCC", "method": "ctrl_dna"}
|
| 23 |
+
{"id": "ctrldna_Oli_22", "cell_type": "Oli", "candidate_enhancer": "AAGTATTGTAGTAAGTAATTAACGTAATAACTTGGGTTGAAATCTGGTTACCCAAATGTACCTATTTCTTATAAAAATCCTTTTATACAGCATCGCGTAAATGTCTTATTTCAAGTAATCAATACGACAACCATATTGACTCAATACTTATTAATGACGCCCTAGTTTGTTCGAACCTTAAATTCTATATACTTTTAGTGCTCATCATTTTAACATCTCTATTACGTTAGTACAACAACAGGATGCCGCAAAAAGCTTATCATGCGCATCAATACAAAGTTGCAAGATGTTATCCATAATTGCTGTACGTATTAGACACACTGGGCTCGACAGAGGTTCCTTCGACTGCTGGAACCTTATTATAGCCATGCAACTAACCTACAAGATGTCGCTCAGTAGTAATTCCCGACACCTTATTGGACACGGTCATAGGCTTGATTCTTGATAGTATCGCACCTCACACAACTCCTCTTTCGTCGATCCTAGCGGGAAGATTTTAATAGCCAGTGAACCCCCGCGCCAGGACTTCTTTAGTCTCTTACTTATTGTTTGACTGGGACGAGACTAAATAAGTTCAACTGTGAGAATAAAGTTTTTTCG", "method": "ctrl_dna"}
|
| 24 |
+
{"id": "ctrldna_Oli_23", "cell_type": "Oli", "candidate_enhancer": "CGNGGCAATTCAATTTTAAATAAGCAAGCTTCTCGGTTTCATGTATATCTCTAACGCGTGCAGTGGCAGTTGTATAATACTTAATATTAGGCTATTCTTAAGTGGGACCAAATTTAAGTGATAGTGGAGAGCCAATATTTCCAGGTTTTTGTTTCCTATTTTCCAATCGCCATCGTCTAAAACGCCTGGGTCCTAAATTAAATATATTGTGGAAGGAGCGTAGTCTCCATATATAAGAGTATCTAAATCCAATTTCAGTCTTTATAACATATAGAATTCTAATATTTGCTGTATGTGTGACGTTGCTTCCTTTTAATTCCCGGGTGAATTTATTCTCAATAAATGAATATTAACGGACTATATACGCGTTCCTGCAGAAAGAGATGTTGTATGTGCTGAAAACTTTTCTTAAAAATATCACGCGGGGCTCAACGTAACAGGTAAATTCCTTTACTACTTAACGTTTCGATGCCTTAGCATAAAAATTGACTCTCTTACTGTGTCGATGTATTAAGGCTCCCCCCCAATGTACGAGTCTTCATTGCTTCGGACCGTCGTGGGGGACGTTTACAAGAATACACAATATAGTTTCATGGGTTT", "method": "ctrl_dna"}
|
| 25 |
+
{"id": "ctrldna_Oli_24", "cell_type": "Oli", "candidate_enhancer": "TGAGGTAGAGTAGCGCTGCGACAAATATTACTCCCCCACCAGCTGTGGTTAGTTTTCGTAAGGTCTGATTAGACACAGTTTCTAAAACTTTAAGTATGAGGATAATCATCGATAGAATTAATTTATGTTTATGACCCCATTTATGTTGTATCACAATGTAGTTAGGCCGCCGAGCAAACACAAGATTCTATATCTCTAAATTTAAAATTTACACATAATTTGCATAATGGCTCATACCTACTATGGGCAACTGCCTTCTTACGCCAATTTGAGCAATATTGAAGATGATTTTTGAGGCAGCAAGAATTGTTCTTTACTGAGAAAGATCCTGGCGGCTTATTAGCTTTTCGATACATGCTCATCTAACCTTGAAACAAGGCTTGATTTGGGTAATCTACAGTTATATGACTTATCAAGATATAAAGATACTCAACCTACCAAATGAAGCGACTCAACTGCACTTGAAGTTCAAAATCAAAATCCCCTTAAGAATGGAGCTTTCTCCTAAAAGACCTGGTATCCCTCGTAGGTCAGCGCTTTTGAGCTGCTAACCGAGGTCACCTTCCCCACACCTACTCCTAATTGTCTTCGTTTGTAAGA", "method": "ctrl_dna"}
|
| 26 |
+
{"id": "ctrldna_Oli_25", "cell_type": "Oli", "candidate_enhancer": "AAAATAAACTTATATACGAAGGATCACTGGGGGTTCGTCGAGCTACATAGAATTTAGAGTCGATCGATCTAGGTTACCAATGCTGTTTCGCCTTTTGACTTCCCATTGACAATTCAATCAAGAGCGATTATATTTGTACTAATATCCCATATTCATACTGTAGAGGATGAAGATGTAGAGTTAGTGAAATAACATTTTGGACTTAGAGATTTAAGAAACGGATAAACCCAATATATAAAATAGTGGTAGAGGCTTCGATATCACATCTACAGATTATCGTAAAATGGATCAATTATTTCGAGTTCGTACATTAGAACTCAAGCAAGCTGTCAGTATAGCGAGCTCGTATCTAAAGGGTCCTGGTCTAGGCGTCCTTAACTTTGGAAAACTGCATTCCCGATAACTCATACCGCGACAGCGCAAAGATTTTAAATGTGTGCCGCGTTAGTGCTATATCGACTAACGATCGATCTTAAATGCAGAATTGTGTTCTGTTTAAGGGGGTTGCCCACTTCGCAGAACGTTTATAAGTTCAATCGGCAGTTACGTCGATACTTTTAATGAATTACAGGTTGCTTGTATTGATCCCCTGTGTAATTT", "method": "ctrl_dna"}
|
| 27 |
+
{"id": "ctrldna_Oli_26", "cell_type": "Oli", "candidate_enhancer": "CTNCCCAAATAGAACATACTACGACATTCCAGACCGCAAATATTTGTAAAGTCAGATGCGCCATACGGATAAATAATGTCGACTGGCAATCAGACACTGTAGCGTTTATCTAGTGTAAAACTGTAGTGGCTAATCTCTACAAGGGTTGTTCATGTTTTATTCAGATTACCCTAAGAAGTTTTGTAACTGGAGTTAAGATAATAGAACGTCCATGACATATTTGTCTAAATAGTCATTAGGCTTAGTTAGGTCAGGTAGCGTATCTCTGGCCTAGGAAAACGTGTAACGAATCACCGCAAGTTCTGCATGATTAAAATATTACCACTATAATTATAAATGAAACTATGTGTTTAGGAATTACAAACATTCATTTACACATTTCTGGGTTATAATAGAATCGGATAGACAGACTAGGATTGACAGATAGCGCTTAGGTCGACTCCACGCAATTTAATTATATACCAGCGGAAAACCCTTCTACGTATGAGATGCCTGTGATGTATAAAAGTTTATCAGCCCTTATTTGTCTTTGGAAGAAGTGAGCGTCGATTCATAACGTGTGTTTTTGATTCAAGTGATTAGGGATGGTAATCGTCTTTG", "method": "ctrl_dna"}
|
| 28 |
+
{"id": "ctrldna_Oli_27", "cell_type": "Oli", "candidate_enhancer": "ATTCGATCTGCACGACGTAAGAATAAACAGGGGAAGTATACTTTCCTTTATAAGATAGTGAAACAACCTGTCTATTTGATCTGGCGTCCGTAAGGTTGTAAAAATGCAGACTCTATATCTAATCAGTCTCAATAACCAGTGTAAAAGTTGCTCACGATCACCAAATTTTGCTAAAAGATCAACACCCGAATTAAAACAGAACAAAGTGTATTATAATAATTTTATATTTGTCCTTGCGTCTTCCCTTTAGATTTAATCAATGTCATGCTGCTCTTCTTCGTTAGTAGCCTAATCAGGCTTTTAGACAATATATTATACTAATTTTCGTGAATTGTTGGAATACAGCTCATGAGCAGACAATCAGACTTTACGTATCCTTAAAGATCACTCGTGCACGAATGAGTTTTATATCATAAAATGGTCCGTCGCTAAGGCTCGTGTCCGATGGATGGAGGCTCAGGTCCGGCTCTTTGTCCAATTGCTGACACTTGTTTCAGGTTCACCCAATCGAATACGATTACTATTGCCACGCAGTTAGATGTTTTTAGGCTAATAAAATATGCGGCTTAAAACCAATAACTATATTTTAACTTTATATCT", "method": "ctrl_dna"}
|
| 29 |
+
{"id": "ctrldna_Oli_28", "cell_type": "Oli", "candidate_enhancer": "CATACTTGTCTTTGTGCATGCTAAAGCTGACCAATATTATCATTCGAGTGAAATAGAAAGCATTTTTTTACTGGCGTGTTGTCCTTAACTCGCCTCTCCGTACGTCCCGATGCGTGTATAAGCTAAGAACCTAAAAAATCCAGCTGGTTATTTACAATCTAATGTATATATACGAAAAGAAATATGAGTTATTAATGTGAAGACAAATGTCTAAAAATCAATTTACTCAACGCGTAAAATGGAGTTACGCGAACATAAATGTAAGTATCGCATTAACTTATCTAATGGATATTTGAATTACATTCCTCATCGTTATACTTACAATGTAAAGTAATTTTAAACTCCTTATTCTTTGTATTAAGAATTAACCATGGTTCAATTGACGTGATTATCACTAAAATTACTATGATATAGACTTTACTACTCAATTATGAATTTTCTGACGTAACCAAGCATGTTGTAATAGTGGTTAACAGTTAGTTTGTAAATCCACGGCCACAACGAAGAATCAACTCGCCGAGTCGGATTCATATGGATAAGTGCTGGACTAGATGGTCAAGGCAAGTTTGCTTATACGGAAGCAGCAGCGGGTAAATGAAC", "method": "ctrl_dna"}
|
| 30 |
+
{"id": "ctrldna_Oli_29", "cell_type": "Oli", "candidate_enhancer": "CTNACTTCGGTATTCGAAGCCCGCAAACGGTGACTCCACACTTGATCATTCAATGTAACGTCAAAAATCAGAATGACCAGATTAGTTATGTTCTAATAAAGTATCACTAAATACTGTTGAAGTATAGATGTCGCTGCCCACTGATCTCATCCCTGTTTAAAGCCAAGGAGTTGTGCTCTCCGCTACCACAACTTAATGTGGAACAAGTAAAAAAGGCTTCCAGCAATATACTATTTATCCTTTCACTATTATTCGTACTTTAATAGAACTCCGGCTATTGTCTGTCACCGTAATTGTATCGCCTAATAGTTTTGGTCGATTTTAAGTCATTTTCAATAATATAAAAACGTATCCAACCCCGCGTTATTCTCTATTATTCACACTTCCCGCCTAACAAGCCTATATTAATGTGGTTGCTAACTGATTGTATTCGATATCAAAGTAACCATTTTTCACGGTGGGCAAAATTGCCATTGCACCGTGTCAGAGTTAGAGCTCAGTTCAATCATATATATAGATATACCAGTGCCTGGCACACCCTCGTGAATTTTTTATCCACCGTTCATTGAAACCAGAAAGGAACGGTGGTTAAACACCAAC", "method": "ctrl_dna"}
|
| 31 |
+
{"id": "ctrldna_Oli_30", "cell_type": "Oli", "candidate_enhancer": "ATACTTTGATACAGGACCCTGTGAGACATAATTTTGGCCTAGTATAAGATTGATCTTCGACTGTCTTATGCCAGCTTTATTGTGATTTTTAAGGCATATAAGATTCGACAGAGATAATAGCAGAACGGATTATTTTAATTCAAGTTATTTCTCATAATCTAAACTATTAAATTTTTTAATTGATTACTTATGTAATTAACGGTCATAGATTCGGGACATAAGTTATGCCTAGCACGGGCCAACATTATAGTACTGGAGCAAGTATAGACGTACCTACTTACATTCAAAGTAGCCTTAAGAATTGGTACGCTATGCTATAACGTTACGCCTAGCGGATAAAACAAGTCGTAAATAGCGCCTGGTCACAACATGCTGAACTACAAAACGCATTAAAATCAAGGACTACAATAAGAATCGGAGAGAATCATAGTGAAAAGAACCTACTGTTAGTATTGTTGATTAGGTCAAAGATAGCAATCTTCAGATATACTGGATTTATTGCCAAGCACTGTCCCTCCGGAAAATGCCAGTCTGTATGTCCGGACTGAGACAAGCGGCAGTTGCTGCGCCGTCAGCCATCCTCGTTTCCTCAGGTTAACA", "method": "ctrl_dna"}
|
| 32 |
+
{"id": "ctrldna_Oli_31", "cell_type": "Oli", "candidate_enhancer": "TATGCGAGTGCACAATGGTACTACCCAGTTTGGCAGCCAGCTAGTAACTTCTGACTTTCAATGCGAATTAACATTTCGATATAAGCATTAACAAGTTTATGGGTAAAGTCGTGTTGCACTCATCACTCCTGTAAATCTAATCCGGAATTTGTATTACATTGTTATGAAATGGTAGTGTGAACACATATAAATCGTACAGACATAATCTTCTTCTTTTCGCATTTGTTCAGAGTATCTGAAAGCTTCCCCTTGATCTAAAACACAGGATTTGAATATTATGACCGATAGAGTGTGACTAGTTGCTACGCTCTTTATGTAGCGGTATATATGATTTATAGTTTATGGGAGCAAAGGATATAGACAAATTTGTGGGTCAAACTTTACTCGGTACTCGCTAATTCCAGTATTACCCAATACTACGGAGTACACACTACGGACCGTAGAATGGCGGAAGCTAACAGTGGTTGTCAACGAATGTCACCCGTCTATCCAAGGACGATTAACGTCGGGACTAGGTGAAGCTATCAAGCGCGCTTTATTATGTATTGTTTCAATTATAACTTAAAAACTGATTGAGTTAGAGCTAAAAAGTAGAATAGT", "method": "ctrl_dna"}
|
| 33 |
+
{"id": "ctrldna_Oli_32", "cell_type": "Oli", "candidate_enhancer": "CACGTAGTAGACAGTCGGGCTGAGCATGCAGTTTGAAACAAATTATAAATTGAGTACCAGAAGTCTTGCACGCGGCAACTTTATTTTGCTAATATATTTTCAAAATTTCAATGGGTGGTACATTCAAAGATTGCTCATTGAATGAGGGATCGATCTCCGTGTTGAGATGAACTTAATTCAGAATCGTTTGGTTTTCTATGAATTGACTAAAAACTACTTACGTCCCTTAATTCAACAAAAGACCGCTACACTCTGCTTAAAACCAGACATAATGGCGTCCAGAGATTTTAATGAAACTAACATTAGTAAACTATCCTGGCGAACAGTCGATTTTCTTATAGTATATCAGCGAGTAAACCCCCAGAATATTGTATGAATCTCAACGATTTGTTTTAGACACTGCACTTACAAACTTTTCGTGTTTATGACTCGGGTCCGTACAGAAGCATTAAGTTTTTCAAAGGTGGATTTTCCCCGACTAGTCATTCTAGACCTCCTTTTAGTGTTCAAATTTTACACTTGCGCTCACAATTTAAAGAGTTGTCTCCCCAGAGAAAATTAGAATATAGAGATAAAGTTCGTGATGGACCGCATCCTCAT", "method": "ctrl_dna"}
|
| 34 |
+
{"id": "ctrldna_Oli_33", "cell_type": "Oli", "candidate_enhancer": "ATNGAAAGGGAACCTACTAAAGCATTGGGAAATGTATTTACTTATTAGCCCAACCAATAGTATTGTGCAATATTCAGCATATTACTTATTATTTAATTTTACAATGCCAAAGCCGAGGCAGATAATTTTACAAAAACCTCTTTACCAGTCATATAAGCCTAATCTTAAAAATATTAACACCATACACAGTAAAGAAAAAATAGTATTATTATGATATCCGTATTGGAAACGAAACATCATTTATTATTTGATATAATTTACATATTTACCTTTAAATCAATCTTTATTATATATTTACAATATCTCTCCATAATCATACTCTCAACAAGAACTGGCAATTCGTATGGTCATCTTATCCTAGTTATAGACGTCCTACAGTAACCAGTTGGGAATTGATCAATAAACCCGCCCTGGTACTAAACTTCGATTCATCTTGATCCATAACGTATTTACAAAATCCAGGGTTATGCCGTGCTAATGCATGTTCAAATGAGTTACAACGCGTGGAAGAGAGCTGATTTTCGTCTACTGAGTTCAACGGTTAACTTGGCTCGGTATGTACATGAGAACGCCTTCGACTTCCAGTAGCCTAAAATGGTG", "method": "ctrl_dna"}
|
| 35 |
+
{"id": "ctrldna_Oli_34", "cell_type": "Oli", "candidate_enhancer": "AGGTTACGTTATATGGTTTTAATAGGTTATATCTTAGTAATTTTAAAAGAGAGTTAATAAAATTTTTTCCAGTTTTACGACTAATGTAATATCGAGGCCCGCATTAGGACGCTTGTCAGCTCATTTAGTATTCCGTTTTCGAATTTTTATCATATTCTAATGAACGAATAATTATTTTGTGTGTGTTCGTCTTTTTCGAATTCATAAAATGTTAAGTGTTGTAATGGTTATCATTGACTTGTATACAGCTCCAAGCTCATTAATGATGATCGCCTTACTAAAGCTAGAATTTCGCGAAAAAATCAAAGCCAATACTACAGGGGTAGGTAATAGCTTATATGACCTATCACCTTATAACGTCGATAGCCTCTTGATTCCAAGCGTATAATATGTAATTGGCTAGACATTCCAATCTATTCAATAAGAGATCGTTTGCCAGACATCAGAAAGAGAGATTAGAGTAATCAAGGACTGCGCTGAAAGGATCCGTAACCATTGGAACGGTCCAGGCTTAAGAAATAAGCTGCACAGGGCCCGCTAGTAATACAATGTAGGTTTCGACCTGATATGGACGAAATCATGATACCATGCGTGCTCTTA", "method": "ctrl_dna"}
|
| 36 |
+
{"id": "ctrldna_Oli_35", "cell_type": "Oli", "candidate_enhancer": "TAGNTCGTGGCAACTTCCATCCAAGAATGTCGCTTCGAGGTTTATATAATTAGACAACATAGATTGCTATTCTGAACGATAATTAATTGGTTTCTAAACTATTTTCATACACCATCTTTGGAAACATGTTTGTTTACTGAATGATACGTTATAGACTTTAACACAGTAAGCCCCGCGTCCAGCTTTTTTGCGCATGTACGTTAAGGGAAGGGTCCATTAGGAATAAACAGCACTTATATTATTCCTGATAGTGAGTAATCGTCAAATAATTTGGAAGCCTAAAAACATAGAGAGTACAGGTTTATTGTCTGCTATTGTGGTTACTTTGGTGTGGTATAAGATCGAAAACAAGCTTTATTTTAGTTCGACGTCACGGAGACGCTGTACTATTATAAGTAAAATTGAGTGTGTATGTCATATAAAATGCATTATAGGCATAGAGCTAATGAGTGGCTTTTACTTAGATTATGACTAAATGTGGGTGACAACCGCGTTTTGGTATTGGATACCACCTGTGCCAAGGCTCAAGTGTAAATGCCTACTACCCGGCGCTTACATATATTTGCCTTGAAACACCATAAAACCGTCGTCATTTTACAG", "method": "ctrl_dna"}
|
| 37 |
+
{"id": "ctrldna_Oli_36", "cell_type": "Oli", "candidate_enhancer": "TTTTTGGGTTAATCATGGATTCCTTCGTGGCCACTCCTGATTATACGATGGTACTTATGATCCATTCTTTTGTAAATAGTCCATACGTAGAAATTGTTATACACGACACGTGGTTAAAACACGACTATTTGATTAAGTTAGGCATTTTTCTAAATAACAGTTTGTCCGTACTCATTTCATCTACCGATATCTGCTAGTAGGTAATCTAGAAAGGGATTTTGCTGATTCAGCAGTGTCCATGTGCTATATTTTGTGTATTTTGCTAAAGATGCAAAAAAAGAGAAAATTATAAGTGTCATTTACCAAGCATTACGCTAACTTAAGTGAAGGTTTTCTATCAGTCCTAAATTTGAAATCCTTTCTAGATGCCTTTTCTCTTCGAGGTCTTGGTGAACATAGGAATTTGAGGCTTTTGCTTTAATGTTTCCCTTAGATCTGGAGTGTTACTTCTGTATAGACATAGCTGGTTAGGCCTTTATTCGGAAGCTCATTTAAGATAGGGATAGCCTGTTTGTTTGAAGTAAGCTCATGACATAAGATATAAGATTCCGTTGTCCTTATCACGCGTCAACGTTTGATCGACTAGTGAAGAATCAGCTT", "method": "ctrl_dna"}
|
| 38 |
+
{"id": "ctrldna_Oli_37", "cell_type": "Oli", "candidate_enhancer": "CGNGACTAGCGCAAATGGCGATCAGATAACCCGAAGGTCATTGCCTCAATAATTTAAGCCTTCATAGCGTATTTTGCGCGCATCAACAATCTAGTCTTAGATTGGAAAGAAAATCTAAGCTAAACATATCCGCAGAAAATGCTGTTCTATTGCGTCATTATAAATTCGTAAAAGTATACATTAAAACCGCCCCGTCTAGTACAAACCAATTAAAAGGACAGATCACTTAAAAAATCGTTTTAGAATTACGATGTCTGTTTATGTTTAATATAAACATTCATAAGGGTTTAAATAGTAATACTAATGATCTTATAAATATGCTTATAAGCGAGAAACCTTCTCATCCGGGATATATTAAAGCTACTATCAATGTGTTACCGATAATCATTTCTTGGTGTCTCGTATACGGTACTCCTATCCTTTATTGAGCCTTCTTTGTATGCGTTTAATAGATATTAGTTGCAAGCAAGGTTAAGAAGATCCTTAGGGACCCCAAATTGTCCATATATTGCTCGAAAATGTTGGTTGTATTAATCATTTTTCATTTGATTTAACAAAAAAGTATTGGCTTTGTGAGAGCGGAACTATCGTGCTCTGTAG", "method": "ctrl_dna"}
|
| 39 |
+
{"id": "ctrldna_Oli_38", "cell_type": "Oli", "candidate_enhancer": "TTNTTTAAACAGATTACAGTAGAGAAATAAGTGTCAGTAGACTTCAATAATATTTGTTACCAAGTTCGGCTGGTTAAGTGGATCGGTCTATCCGTAGGATTTCAGTACATAAAAGATCTTGTATTAACATAATCTAGCGAGTCCTACTACTCAGCTGAATATATACATATTTACGAAGGCATGCACCAACGCGAATGCATTAATCCTCCAAATACCACATGGACCGTGGGATTGATTGAACTTCAAGCAGTAACTACTATTTAATATTTATCATATAAACCCCACTTAAATATAAACTTGCTTATGCGGTGATAATTAGTAGCCTCGAAAGGGTCATACCTGTCCGATTCGAACAAGTAGTCTTATAATCGTCTACAATGAATCGGAGAACTAGTATTCAACTTCATTAGTAAGAATCATATAAAGTACATCACGCGATGCACCTAAACCATCATGATTTTGTGTAAGAGGTTACAAGTATCCTGAAACCGTTTTTGGAGCTACGGTTTTTCCGCACTTATTATTCATCTCGTTGTAGTAGGAGATGTGTGACAGCGGACAGGCGTGTACCTCCGCATATTTAGCCTGGCGAGGATCTTC", "method": "ctrl_dna"}
|
| 40 |
+
{"id": "ctrldna_Oli_39", "cell_type": "Oli", "candidate_enhancer": "AGGAAAACCATTCGGGTCAATATACTATCCTATCAGTCACGCTTCCAAGGGTGTACTAAGAATATACGTCTGACATTCTGCGTTAATGTCATCAATATTACCGCCTTGCCCTTGGACGAACGGAAACAGTTCGAAGATAATTTTGTAGTAAATCAATAATATTAGCAATTTTTTAATCTTATTATTACACCTAGATGTGCATCGTCATTGCAAGAGCTATACATAAGAGTCGTTGTGCATTCATGCTACACCCCCTGCTCCATAATTGTATTACTACATTTGAAATTAATCAAAAACTTGTTTAGAAAGTTAAATTATAATATATCTTTTTAGATCTAGGTAAGTGTCTCCATGCGCTCAGTAAAACATTCAGATATAGCACTATTAATCATTGATATCATGCATTTCAAGCCGTTGGCGGTTTATGGAGTTGACACCAGAATCACCGAGTTGCGGTTTATAAGAACTTTCATCACAACCGCTACATAAATTGAATAGTACTCGGTTCCTCTAACGTCTGAAGTTTCAAATTCTCTGGATCCCCGGTTGAAAATCCAATTTTACGACTCGTCAAGCCATGTTAAGGTAGGCTTGACCGGA", "method": "ctrl_dna"}
|
| 41 |
+
{"id": "ctrldna_Oli_40", "cell_type": "Oli", "candidate_enhancer": "GCNNACAGCTTTGTTTTCCATCTTATTGTTCTAACAATATAATCTTATCACGATCTCGGCATAAAAAACAAATAGTAGTAGTGTTTTTACGTTTTTTAATTTTCTCTGTAGTCGTTTTTATAACTAGACATGGTCTTACTGTGGACAAGGCGAAATTTCCCGGAAATCAACAACGTACTAATATTTGAGGTTATGTCCCGAAGTGCGGGACAAATTTTCAGTCTCCAACACAGCATCATGTCTCCATGATACAAAACAGTCAGGTTATAACCAAAAGACTATTTCGATTGTCAAATTGTACCTGACATTTCCAAGCTTAAGGAAAGAATGATTTTTACGAACTCCTAAATGGGACTTTTATTTAATGAAAACGCATTATCAAGTTTATCTCACCATAATCCTAAATACGTCTAGAATCTTAGTTCCGTAGTATAAATGTTTACCTTCGTACCCGCCAGGGAGGTGCACCAGGGCTCTTTATTCCTTTCGTTTGCGAACATAGCTATCAGGCGACCGAGCAACTCCCCTTTAGACTCACAGCTAGTATTGTATACAGATTGGATTATCAAACGGTGCCCTCCCTTACTCCTATTTCTCAAG", "method": "ctrl_dna"}
|
| 42 |
+
{"id": "ctrldna_Oli_41", "cell_type": "Oli", "candidate_enhancer": "CGAGTCTAAGTTCATTTAGCATGACGCTAGCTTTAATTATTGTAAGAGACATTAAATATAATATCACACTACATGCCTAAGTAGTCGCAGAGTTCCTATACACTTCGATAGAACTGGCAACCATCGATTAGCATTCTAATTAAATACTACAAGGTCGGAATATTCTAGATGTAATAGAACTTGAACAAATTCAAGACTCGAGCATCACTGCTAAAAGCTGTTATAGGTCGAAAGTAACCTTAAAATACCGGTCGTAATATAAACTCTAATGCCCGATCCTGTTTTATACCGCAGTGGTTGAAAGTTAGAATTATTGCAGATATAAAGTCTGATTCTGAAAGCAAAACTCGAATTATTTGACGTCATGTTCCCCTAATACAATACTTCATTATTTCTTGGAGGTACTATGCTCGTAATACAGTATATCTCTTGTTGGTGTAGTGGAAAGCCCCAAAGATCACTCGTGCATAAGTATCAGCGCAGGAATTCTAAAACATGAGATAACGAAGCTATGCTATCATATCGTAAGATACACTGCATCTATAGACGCTTTGCGTGTCAAGCGTAGTACATCTTCGTGTAAGTCCAACGAGCCAACTA", "method": "ctrl_dna"}
|
| 43 |
+
{"id": "ctrldna_Oli_42", "cell_type": "Oli", "candidate_enhancer": "AGAATTGCTGTCCAAGTCAATATTAGATATTCGCAACCCTCGCCCAAGATTTCATTAGAGATCAAGTTACCAAAACTTGTTCCGCGATTGGTTAAAATTATAACTAAATACTGAATCCTATAATAAGGTGGATCTAACTCAACTTGACAATATAGTACACTAACTAAAACAGGCAACAGACATTGCTTCATGCTTCCTTATTAATTATTAGATGATTTCAAGTTATAGAAGAAATATACTTTGCGCCAGCAATATTCCAGCCTATTGACGTGAAAAGATTTAAGCAATTGAAGAACAGGTCAATTCCGCTTTTAAATTAATGTGTCTACTTTAGTATAAAGAATTTCAGAAAGTGCGACTCTGTATCACCTAATTTCGCTTTTCCAATTCTCTTAATTGGCTCATTCTTTCAATGCACTCCTTTGCGCGGGTTAGATCATAAAATTCACTGGCTAGTAAATCCCCACTTACCGTAAAATCAAGAATGTTGTAAACAGGTCCTACCTCAATATAATGTAAGACCGCAAGGCAGCCATATCGACAGTAGCGGTTGATTAGTTCATGATGATTAACCTCAAATTGCTCATAGAACCCTATGAG", "method": "ctrl_dna"}
|
| 44 |
+
{"id": "ctrldna_Oli_43", "cell_type": "Oli", "candidate_enhancer": "TATCTTCTGCCTTCGCTATAATGCTTACAAGGTTTATATTATAATCGATTTGAGAAGCCGATAATCAAGAAATGTTCTATCGTATGACAAGCTTACACCGTGTATGAGGGAATAAGAATTGTTCCAATTAGTGCCAATTAAGAATCTTTTCGTCTAAGACATGATCTTATCGTCACTGCATATCATCATTAGGCCAAAGGTGTATTTACCTCTTGAGTCTGATAAATTTAACTTAATTGACTAAAGAACCAAACATGGGTTATGAGTCTACCTATAGCCATATCGAACATTACAACTCGAATTAGTATGCTGTTAACTATCAATCTATATCTATCTAATGCATACTAATGGTGCAAATAAGAATAAACTATTTGCCCACTCGATTTATAACGTCTTAACCCGTGCGCATAATTGCACCGTATCAGCCGCGCTTCCTCTGATGACCCATCTGCCAAACACAAATGTACAGTTAACAATGTGTGAAAATGCTATTCACCATAGCTAATTATTAGTTGCTTAACCACGCATCATGTAACCCTGTTGATTTATACTATTACCGGTCGGCGTTAATTTTGCTATTTAGGGTACCTAGAGCGCTAG", "method": "ctrl_dna"}
|
| 45 |
+
{"id": "ctrldna_Oli_44", "cell_type": "Oli", "candidate_enhancer": "TTTCTAGCAAGTAGGATCAAGCGGGTTTATAGCAATAATATTCCAATAGCTGTTTCTAATTGGTCATTCTAAATACGTTTAATCGACAAATTCGAAAGCAAAGTTCTTGGTATTTAGGAGCTATTAGTTTGATCAACCCTATGAAACACTAGGACTATTATCTATGAAAACTCCTTACCTTGATTTCTACTCCCTTAGGCTATGATGAGCTTCCTACGGTTATACGTAGCACAACAAGAATTTTTTAAACATACCTCAGTAATTATACGACTTCTTATACAACTGTAAAATTATAATGCATAGAGCTTTCCTTTCCAGCGCCCCGCTATACCTCACTAAAAAGCTCCTCCTAAAACAATGTAGAAAAGGAGCCGATGTAATATGCAGAGTACTTCTATTCCGTGTGCACTCAGCCTTAAACCTCCAATCCAATCTTGCTGAGGCACGCAGGGATTTTTTATATCTTTTTACAATATACAAATACGGCGTCAGTTCGATTAGCCGATTATCTATTATCAGAACGCCCACTGCGAATCACTTGCCTATAAAAAGGACGCGTACTCCTTAGAATCAAATATGGAAATCAAATCCATTGACACG", "method": "ctrl_dna"}
|
| 46 |
+
{"id": "ctrldna_Oli_45", "cell_type": "Oli", "candidate_enhancer": "AANTGTGTTAAGGTGGTGGCTCGTGAATATATGAAACGTCCGCCCATGAGCTTGCGATGCGGGTTTATAAAAGCTCGGTTCTTGCTTCGGTGCCGTTTTACAAAATGTAATACTTCACATCCAGAATCTTGTAACTACGGGAAGATACGCACCATCGGCTGATAACATTAAGAAGACTTATTTTTTAAACTTTACTCTTTAAAGATCAACCCATTACCTTTAAGGTACGAGTGTAATATGTTACGGAGTATCTAATCGAATCTAGTTTAATCTATACGGTCCAAATTATCACATAAAATAAAAATTATTGAACTGAATCCTAAGTAGGTAAGGTAACTGTATAAAGATTATCCCCAACACCCGACAATAAGTAATCTAAAGTGATGAAGTATGAGGTAGCGAGACGTTTCAAATAAAAGCATGTTGTATACAGACAACTGAACCATGTGCAGTTATGCTCACCTGTATCAAAACGATGGCGATTGTAGATACCTGCTCCAATATAGTTTACAGAGTTGTTCTGAATGTTGTAAATATGAGCTATGTTTCCATTACCTGGGCTAACAAGCTAACGCAGATCCGATGTAGTCAGAGGAAATA", "method": "ctrl_dna"}
|
| 47 |
+
{"id": "ctrldna_Oli_46", "cell_type": "Oli", "candidate_enhancer": "ACNCGAAACAAACTAATTAGATAATGTAACCGTGATTCCGAAGCGGTAGGCGTAACGACTCCGTCCGTGTCTTCCTGCTTCTGATCCGAACTTTGTAAATTATTATAAGAAGGATCCATGTAAATTATCCACCATTCCATTTAAATCACAGAAAGGACTCTTCTTGAAGCTAACTATTAATTATTATGGTAGTGTAATGAGCGATATTAGTGAGCTCAAAATACTAATAGAAAGTGTACGAAATGACAACTTCGAATGCCATCATTTTGTGAGGCTGGTAACTACAGTAAGTTTGGTTATAATGGGTAAGGTATAGCATATACACCTTGAACAAGCTACGTCATTAAACTTTGTGAAATCAATACTAATAGATAATTATTCATCTCTACATCCCAGCAATACTCAATGTGCATTGTTAGAAGTTAAACAAGTCTTCTTTTGTTCGAGTGATCGGAAATTCTCTTAGATGTCTTTAACAGCCAATCATAAGATACCTTCTCGACGACAATTTTGTACCATGCCATTGACCTAAGAGGTTTGACCCTGCATTATGTAACCTGGCGTCATCTCAAATCTAAGCAGAGATTGGGAAAGAACTTC", "method": "ctrl_dna"}
|
| 48 |
+
{"id": "ctrldna_Oli_47", "cell_type": "Oli", "candidate_enhancer": "GCNNCCTCTTCTGCGAATCTAAAACTGGAATTGAACGGGCCTAGGAATAAGTATTGTTTAAATATGTTAAAGGGACTTAAATTACAAAGGATCGCTGAGCGCATCTCTTACTTCTATTAATTAAAATAGAACCTTGTGTTTGAAATTAGTTCAAAGAGATATAGAAATGTCTGTTATACGATAGTATGACCCTAAACAGTGACCCTAATTAGTACTGATATGAATCCGGTCCTGTACTGAATATTTTAAGCTGTCTTCCTAATTAATAGCACATAATACCTTGCAGTTCTAATGGCAAGACTTATGTTCACAATTTTGAATCGCTACGATTAAGTTGTCGGGGGCAACCCGGGACATGTGAAAACTAAAAGTCAAATGACATACATCTGTCCCTGTTTAGTGACGTTCGAGAGGATCCTCAAGTATCAAACACACACACTTCGTGGTCCGGTAGGAATTTTAGAATATGTCTCTGCTTCCGGCATACGCGCTGGATTCCAGGTCGTCGTGTCTTAGCGAATTCCATCATGGAGTCTATAAAACACTTACGAAAAGCCTCCGGCATATCGACCATGTTCTCAAAACACCATGGTAACCAGA", "method": "ctrl_dna"}
|
| 49 |
+
{"id": "ctrldna_Oli_48", "cell_type": "Oli", "candidate_enhancer": "TANCTCTATCAAAAAAAATTATTCAACCGAAATATGAATCGGACTGTACCTCAAAAAAAGTCCTTAATTATGGAGCCAGGACGATGTATTAGAAATCTTGCGAAGAAATATCCCCAAGTGTTCGAGCCGGGGTACTGGGGGAAATTTCTGTTATTGTAATCCCGGTTTAAAAGATTATGCTCTTTTGACTTCACGTGTGATCTTCTCCATGACGTTAACTAAGTATAGACCCTTTCTTTTTCATCGACTCGAGAGCTTATATCATTCGGGTAATTACTAAACAGACAATTTAGTGGTGTTTAATACACCCCTGCTGATAGATATTTCTGTTCCCGAGCCATAAAACAGTTCTGTCCTAATGACAGACTCACGCTGAATCAACCTTAGAGTTAGTCAGGCTGATCATAAGAATAGTGACAACTTGCAATTCGATTGGTATCTGGCTTAAGACCGCTACAGACATACAGACAGACCTTAGTTTTGCTGGTTCGAGGGATCAAACTTGTGGCATGGTTCGGTGGTACGGTCTTTCTCCACTATACAATTGTTTTGCCTGCTAAGATTAAAACAAGGATTACATTTGTAGTACATACTGTGTAA", "method": "ctrl_dna"}
|
| 50 |
+
{"id": "ctrldna_Oli_49", "cell_type": "Oli", "candidate_enhancer": "CGNGTCCGATCGTTTTAACCTTGATATCAAGTTGCAACCTCCTGAAATTCGCAATTAAATCATATTGTTTGGGTTTAAGGAACCTGCGGTTCGTTTTAATGGCATTTACACATCACAAACTCCGGAGTTAGACCGAGGGGTGCTACTATAATATAAATTGAATTAGTCAATCTACAGTATCACGGGTCACGATTTTTCTTGTATAAAGTAATAATGCCGTCCCTTCTATCAGTACTTGGTAACGTTCACCCCAAATTTACGTGTTATTTCTAGCGACCGATTTATTATATACTACCTGTACCTCTTGTATCTCCTAAGTGAAAATCGATTGTTCTTCCAGTGCAAGTGGGTTTTTGGTATGGTTAGTTTCCGAAGCTTTGCGGTGGTGCAGCCCGGATCAACAGGGGAATAACTCACCACATTAAGATGGCCAAGAGGCTTACAATTTTATTATGCGATGGTGTGCGACATCTATATTTCATCAAACAAACGTAAGCTCCGAAGTGGCGGTCAGAGAGCTAATCGAGGAAATATTGACGTCGTATGTTTTGCAATAAAACACTGAGGGATATTCGAGAGATTATATGATAATGGCGGATT", "method": "ctrl_dna"}
|
| 51 |
+
{"id": "ctrldna_Oli_50", "cell_type": "Oli", "candidate_enhancer": "TAAGTCGTAATGCTCCTAATTATAACACGTTGCTTGCGTACAATTCTTTTCCTCACAACCTTTATGTACTAAGAGATAAACATCATAATTGGACGTACAAGCAGACATATAGTTTTTATGACAAGGAAATTATGGGTGTGGTACTCTCAGGTGCCTAGAAACAGAAACCAGAAGTTTAATCCATCCCACTTTGATGGTAACTACAAAAGAGCAAACATATTAATTACCCATGACATAAGGTCCGGCGAAATAGTATGAAACGGGAGGTCGTATAATAATTAGGGTTGGCAACCGCCATATAGATAGTTAAATTGAGGAACATTCTGGAAGTTTCGACTCAATAAATAAATTGTACCGATTCATTTGCCAAATCTTGAGAAAGCCGTGTTCACTCACATTACATATCATATTCATGATTGTGTAAGTCAATCTATCTAAGGCTATCTTCACTACGACGTCATACCCCTTGGATATTAGTTATTAAATTCTAACGGATTTACCTATAGGCCCATATTTGCAACATTCGTGAGTGAAGGCTGGCCGCTACCCTGAAAAACTATTGTATACGACAATATAACACGCACGCGATCGGGAGGCCGA", "method": "ctrl_dna"}
|
| 52 |
+
{"id": "ctrldna_Oli_51", "cell_type": "Oli", "candidate_enhancer": "TAGCGTGGTTGCTATATAAGATGGGGCTTTGACATGAAAGTGTTGCTCTAGAAGGAAGAAATAATAAAATTGGCAATATAAGACAGAGAAGAAAATTTACGCTAACAAATGCCGTGGTAACATTATGATAATGTGACGTGATCAGCAGTGCTTAGGCTCTCAATTCCTTTCTATTAATACTAGAAAATAAAATGTCTACATCAGGTCACGCACACAACAGAATTAGTTAAACGATCGTAAGGAATGTCTGAGTTTTTTGGAGGACCAATGTGCTTTTAATCGTAAGATTTACTTTCGGATAGCCCATTTAGACAGCGAAAATTACGGCATATATCTTTTAACTTACGTCTCACGCATGATTCTGCTGCACTGATTGCTGATTTATAATTAGGAGACTGCTCAACTTCTATAAATTTGACTAACACTTCACTTACGTGTTTAGATTAGACAACAACGTTATTTTCCATGCTAACGAGGAATCTTCGGTCTTACGTAAGAGGCCAGTGAGAATCATATCGTTTTCAAATTAGTGGTCGCCGGACAAACCCATATGGCGCATTGCCTGTTATGTGCTCGTTAGTTAGTACCTGTTACGGGGAA", "method": "ctrl_dna"}
|
| 53 |
+
{"id": "ctrldna_Oli_52", "cell_type": "Oli", "candidate_enhancer": "TTTNTGGGAGATTGGTACTTGAAAGGTATTAAAAAAGGATTTGATTTACCGATTAGGCCGAAGATAGTTTACGAAATATTTTCAAACAGACTGAGGCTTTAAACGAGTACATGACTACCATATTGAATGAGCAGTGTAATCAGAGAACTTTTAAATACGCTTGCCTTCTTAAAATAATATTCAAGAATACAACTTAATTATAATAATAGTTAGAGATCCCGTACTTCCCCAAGCATTATTATTATGTTTCCTGGCCATCAGTATGATTAATAACTACCGCTGGAATATATGCCGTTTACTGACATTGTGGACCAGCTAATTGCCGAAGTACGGGGGGAGATCAATAAATCTTTAATTTTATGAATTGTAGTAGATGTGGGTATAAGCATAGGAACCCCTTATATTAAGAAACTGACATATTGAGAATTTTCGCCGATGGTGGTGGATTAATTACGAGGTAGCACATGGTAAGGTTTTTAATCAGGAACTGTCATCAAGTTTTATGTTTCACGATGAATCTCTTGTCCCAACTATCCAACTCTTCAGTGGATTCAAAGGAACCAGAATAGGATAATGCATATCGGCTACCCAAGCACCGGA", "method": "ctrl_dna"}
|
| 54 |
+
{"id": "ctrldna_Oli_53", "cell_type": "Oli", "candidate_enhancer": "TGNAGAATTTAATCATATAATACACGACCTTGATTCCGCTACACGCGGGTGAGTTGATTAAGGAAGCACGCTGATGCCGGGTCGAACCAATTAACGTAAATGGGGTCCTAAATTTTACTCCATACTAGTACATCCCTCGATTTACTCCTCGACGTTAACATCCACAAAGAGAGGATCCCACCTCGAGAAGGGACCTTTTGTTCTATCAAAGAACCTAATAAATTAATCTTGATCCAGAAAAGCTTTTATAAAACGTTTCAGTTACAAAAACCTGTCTTGCTTGTATCGGCTTGCCCTGAAATATTAAAAAAAGAGTAAAACAGTTACGCATTCATTAGAATAATTGAGATCTCATTCCTGTGACGACCCTCGCTAAGGTAACTAGAAGCAGTGTTCTTTCACAACGATATAAAATTTAGAAACGGCTCGTTCTTAAAGGCGACACCGGGCTTCCACTGATAGCCAGTACGGTTGCGTAAAAACACAGTCCATCTGTTTATGAGCTCTTAGGCTTTGTTATGGTTTCGGTAAAAATACACCGGTGTAGAGTATAGCTAATGATATTAGTGCAGTTGCCAACGGCGGTATATTCTAAGCGGC", "method": "ctrl_dna"}
|
| 55 |
+
{"id": "ctrldna_Oli_54", "cell_type": "Oli", "candidate_enhancer": "CCGNGTGAGGCAAAATTCTTAACTATGGAATACATTTTGTCCTGCTTTTTAATTAAGTTATGTATAGGTGAGGTAATCTTTGGCATCTTGAAACACTAGCTACGGTATAAGTAAACTAGGACAATAAAAATAACGACTACATATCTCAATAGTGCTCTCACTAGTAGTGAAAATGTAACAAAAAATATATTCTTGTATTATTTTCAACAGAGCTGTCATGTAGTATCATTGATTATCTTATTTATATAATTTTAGATTTCATTACTCTTACAGTGGATTGTATTTTCTTTGTTAAGCTTATCAATAATATCGCAAGAGCCATTTAAGTGTCTAGATGTACGTAAATTACACCGTGTTTAAAGTAAAGAGTATAATAGAGGAGACGTAACAACTTTGGTTACACAGTAGGAGACACTGTATTAAAACGGGAAAGTGAACTCTTCTTAATAGGACTTTTTCTTCGACGTCTCCAATGACTATGAATGTAATCTAATATCTATTTTACTATGAATCCGGGATAACCTGCAAGCTGGTAGCCCAAGTGCCATGCCTTTGTATGGCTAACTCTCCATTCCGTCTATCGTGGTCACTGCAATCACT", "method": "ctrl_dna"}
|
| 56 |
+
{"id": "ctrldna_Oli_55", "cell_type": "Oli", "candidate_enhancer": "ATCTTAATTAAGAACAATTAGGAGATATCAATGTACGTGGAAGGTGCTAAAGGTAACACTGGCGTACATCTTTGGGTTCTTCCTTCAACAAGTGATATAACCTCATCATGCGTTTCTTAGTTTCATTAAAGGCTGGCACCAGGTCGAAAATCCAATTGATTATACAATGTAGCGTGAACAAATCAACGAAACTACATTATTTTCATCATCCAATGATGAACTATATCCTGCGCCAGTCCTTAAGATTGATTCTTCCTGTATCATTATACCTACCATATCATTTTATCTAGGCTCAGCAATTTAATGAGCTGGAAATCGCCGTCGTACTACTAAGATAATCACAAGATATGACGTACGCTTAGTAGATGTTACCACACCAATATCTAGTCTTAGTTCTCACAATGAGTCTCCTGGAATATAGAAAGCAAACATTAAAGAAACCAATCACTTATTATCCCTGTGATTATATGCGGCATCGGTCATGGTACAGGACCTTGACACGATCCTCTCAGCTTCATAGCATGACGCAATCTAGTACACGCCGGGTCATCTTGCCCGTTAGGGCACCGGCTGAAGCAGGTTTAAAAATGGCAATGGTGG", "method": "ctrl_dna"}
|
| 57 |
+
{"id": "ctrldna_Oli_56", "cell_type": "Oli", "candidate_enhancer": "AGNACCAAAAGCAGAATCTCGATCTCTTCGCCTGGCGTTGGTTAAGATCATCACATAACATTAATTTTGCACGGAGAAATATATGAGCATTTGCTATGAGTTCTGTGATATATATTTAGGGGCGAACTACATGATGTTACCTATCTTGAAGTTACTGCAACAGAAAAATCTTGCTGTAAGAGTTAATTAATTGTATCTATTATATCCAAAATTTATTGGATACTCTTTATAACATGCAAATACACAAGAAATTGTGGTGATATTGTTATTAACAACTATTATACCAATGTAAGAAGTTGTCCAGCAATAGTAATATAATCAAGCAGATACTTGTTCTACCAAGATTGATTTTCATCCGATTGATGAAGTAATTATCGCTTCAGAATCCACCACTTCGAGTATACAGTACAAGATTCCAACACTACCGCTATCTATAAAATGGCGCGTCATTCATAGACTGCAATTGACAAACTATAATTAGATAATAGCCTGCGAGTACCAATTAATCTTGTTCATGGTTTAAGATATCAGCTCAATCAATAGAAGCTGGATGCAAATTCCTAGAGTCTTCCGCTTTCTAGAAATGATATCGTCTTTAAT", "method": "ctrl_dna"}
|
| 58 |
+
{"id": "ctrldna_Oli_57", "cell_type": "Oli", "candidate_enhancer": "ACAACACCGCCCCCACAAGGTGTTTTTACCTAATAAAACGTGTCACTATGGGGAAGGCCAAAGTCATAGATGTTCCCTGAGCGTCGTACAAATATGTGAACCATTATCATATTGTACAGGTTTCTGCTGGAGTCATTGCACCCGAGTAGGAGTGCTATTTATGAGTCTTGGTCTATAACTATCTAACTTCCATAGTGCAGTCCTCGCTGAAGATTTTAGCCTAATTCTAAGTTTGGACAGTTTAGGAATGTTTCGTTAATTCCTTAAGACAGGACGTTGAGGTGTCGAATCGATCTATCGTATTTCATGACGCATGAGTGGGAGTACATGTACCTTTGAAACAAGAATAACCAACATAATATTCTCGGTTCGTTGTGTGCACGGGATACTTATTCCTTACCTTTACACATCCGTACGAAACCGCATGCGTGCACAAGAGTTAAATGGTTGGACGCTGTACATCTCTGGAATAAGCAACAGACATCCGTAGGGAGTAAGAATTCGTACCGTCACAAAGACTCGGACTGATTCGTAATCTCGAAAATGAGCTACCCGAACATGCACCTTATGACCTTCTTAGGAGTATTGACATTTAGGAGT", "method": "ctrl_dna"}
|
| 59 |
+
{"id": "ctrldna_Oli_58", "cell_type": "Oli", "candidate_enhancer": "ATNCGATGCAAAAAAAATTGCTCACTCACTCAAGGTTAAAGTGTAACGGAAGACTATATATGAATTACCTTCAGTTACACGACGCACCGAGAGGCCAAACAACGATTCGACTGTTTCAACTCCATCTACATTTCGGCATCCCCTGATCTTCCTAAGTATCCGACAATATTGACTAGATATTAATAAAGATTGGATTGTCGTTTCCCACCAACCTGTCGCAGATGTGTGGTCGCTCTTCTAAATCTAGCAGTAACCCAGTTCTAATATTGCACTCTTTACGCTGCAATAACAAATATTTTGCTTTGATAAATTTTCACTTATGTTCTCTTATGTTAAGGTAATATATGCACTAACTATCCCTCACTTAAGTAATACCCAAAGGTTTATGACGAGTATCGTTATGCCCTAGAACGGTATATGTTCCGATTCTGGATTCATTGAGTACGTCACGGTATATCGAATCACGAACAGTATCTATGTGTATAAAATGAGACATTCAATACCGTCTATAATGGGAGATCCACGGACTCTCTCGTTCTTTCAACAGGTCTTGCAAAATATGTACTCGACGCAAGGGATAACATACGATACGAGTGGCTT", "method": "ctrl_dna"}
|
| 60 |
+
{"id": "ctrldna_Oli_59", "cell_type": "Oli", "candidate_enhancer": "AAAAAACCAGTAACAATATTAAACAACTTAAAGGCTGGAGAGTAATACTCTCTATACTTAAGACTCAAAGTTATACATCTAAATTTCGTGGTACAAATTAATAATATAAATGGCGATTCCACCATAGACTTATATGAGACTTCAGATTGGAGCATGTACAACATTACATATCGTTCTTAAACGAGTACACATCCGGCTCATCCACCTTATTTGAGGGGAACCTACAAGAAGTAAATTTCAAATGTTAATATTAAATTTTAGTATATACAAGCTGTAGCTTCCTGCTACCTCGTGCTACTCCAAGCACAATAAGTCTTTAGGGCATATTTCAGTAATTAGTACAATATAAATACGAATTCCGTAAATTATCGCCATCTCTTACCTCCAGTTTTTACCTCATGCTATAGGATTAGCTATCGTAGGCGGATATATAACGTATAACTAAAGGACCTTCCGATTCGTGAATCGTCAGACTGGCGGAATACCAGCAACAGCGGAGAGATATACTTTGTCCATACGGTCTTGGTGAGTAATTAATTTATAACGTAGCGAACTTTTTCGCTCAGGCTAGTGTCCCGAATAATCGAGTACTGAGGTAGT", "method": "ctrl_dna"}
|
| 61 |
+
{"id": "ctrldna_Oli_60", "cell_type": "Oli", "candidate_enhancer": "GTACAGAATTAAGGGAGCAACTACCGTTAATTATACAAAAATAGCACCAGTTCTCATGATCAAGACTTTGACCTCCAATTTTACTATTTAGACCAACCTATGGAAGGATTGTGATAAGTGGCTGTTATCAGAGATTGTAGAGATTTGTCTTCCTAAATTTATTATACATTTAATCCGCTCGAATATCATCTTGGGGTTATTGTCAGCTCATAACAACCTGTCAGATCTTGGTGGTTTGTAAACTGCTAGTTCATGGTTTAGGAAAGTTCATTGATTTTCTACCAAACTACGACCTTTACTCATGTTCTCTGTGAAACTTCTGATATAAGCTTTTTCGGTCGTTATGGTCAGTCTATAAATGGAGGCGCTCTAGCTGAATGTCCTATAACAGTGCAAACTTATAATTTATAACCACGTCTGATAACACTCCGGTGGCCCTTGCTAATCCTGTGCCCGATGTTCCAGATGGCGTCAGTTCCGCATTCATCCCCGAAGTTAGGACACAGTAACAGCTACATAACCACCATTAGTTGTCCTTAAGAGTGTACTCATGAGTCCCTGCCTCACACCACCTTTCTCTAGCACGTGATCAGAGGCGCA", "method": "ctrl_dna"}
|
| 62 |
+
{"id": "ctrldna_Oli_61", "cell_type": "Oli", "candidate_enhancer": "AGATGCAAGCTACGAGATTAGAAGACGAGCTCGCTAGTAAATTCTATTCCACATTTTTCTAAGTAAAAGCCGGATTATGACATATCTTAATCCTTCTCATATGATGTCGAGATCTTTCTCATTCAGACCTAACGACTATTCGGGCGGTTTGGTGCTTTTCATATTTGTGCGAAATCCTTAAAAAAAATGACATCATTCTGCTCGATAATGGCATAGAGTCAGTCGATTGAGTAAAGTTAAAGATTAATCTAATAACGACGACTCTGTAAAAGTTTGAAGGGGGGCTCGTATTGACTAGCGCAAGAGTTAGATGTAAGAACTATTCCGATCGCACTCTACAATTTACGAAGCTAGTAGTATGCTATTTATCGATTTCGCTTTATTTTTTCGATATTTAGAGGACGGCGGATTGTATAATGAAATCATACGATACCACAGGGGTAAGAACACTACCTACCATAAATTTGTAGTAGATATAATCCGTGGCCTGCGTAATCGCAAGTAGTGTCTTAGTCCAAACGGAAGATAACTATCCTTGCGCCTCACCCTCATACCGCGTTATTTACCAAATATACCAACTCTATCAAGCGGACTAGATCT", "method": "ctrl_dna"}
|
| 63 |
+
{"id": "ctrldna_Oli_62", "cell_type": "Oli", "candidate_enhancer": "AATCACTAATACTACTGACACACCATCGTCTTGGATACGACTTTATGAATCACAACCTACATTTAACTGTTTCACGATTTTCATCAATGCCACTATATATGGGATGTGGTATATCTCGTTTCGAATAACTTACGGGAACGTGGTGTTTTGAACTGATATTAAACCGATTTTTAAACCAGTAACTTTTTATTCAATTCTCCTACATCTACTAGAACTTTATTCATTTACAAAACGAGTATAGCCCGTAATACGCGCGCTTGATAAAGTTTTCGACAAAAAATCGCGATTTGTCTTATTATTGCGGTTATTGCTCGATTTTTTGCAATAACCATCGTTACTTTAGAATAGGCGATCAAAAGGACTGAGAGGAAGTTTCGTAGAGGGAAGTAATACACTGGTTCCATGTGTAAATAGACCCGGTGAATTGATAGTGCTACATCCGACTTACTCACGGGTCGAACATTGTAGTAAAAATTACGAAGCTAGCTCGTGCCGTAATTTCGATAGCAGATACTCAGTTTAGATATTTTATATTCGTTAAAGATGATCGATAATGAGTACACATGAGCTCGCCCATTGCGTTAAAGCTGTAGGTTAAAC", "method": "ctrl_dna"}
|
| 64 |
+
{"id": "ctrldna_Oli_63", "cell_type": "Oli", "candidate_enhancer": "ACNGAGATGATATGTGACAGAGCAGTGTTACGGAGTCCGAACATATAATAATTTACATAATGCTAAATGCCTCTCTGTCATAATTCTACCTTTTATTATGAGATACTTTCCAGTATCGACTTACAGATTCAGAGACGCTTTTCTACCTCTACACCCAAAGAATTCTAACCCTCGGATTTCATCGTAATAATGAAATATTTACAACAACAAGATTCCTAGAATTACGGTATATTGTTCTTTTTGAAAATACAGCGGTGGTACAATGTACAATCTTAGTAGACCCATCTCTCGCTTATTCGCGAGAATCCCGCTCTTCACAGTCTATTACTCTCTAACGGTGTTTTTTAAGTACGAACAATTTCTCGGGCTGAAGGTCAATGCCGATTTATCGTCCGAAATGGCATCGTATTTTGAAAATAATAGTGAATACGCCGTGCAGAATCAAACTAAGTAGGCGTGTTACCGTGTACTCTAAGTTTTTACTGTACAGAGAATATTAATCATGTTTGTTGCAAATGAGAAGTGCCGATCATGATATTATGACCGTCTCCTGCGTATTTAGCGGACCTGCACAGAATGTACCAAGGCCAGTACTGTATG", "method": "ctrl_dna"}
|
Oli/training_log.jsonl
ADDED
|
@@ -0,0 +1,180 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"step": 210, "loss": -7.635097503662109, "reward_mean": 0.08111754059791565, "constraint_violation_mean": 0.09476162493228912, "lambda_max": 0.0313914529979229, "lambda_mean": 0.011492757126688957, "elapsed_s": 4.2}
|
| 2 |
+
{"step": 220, "loss": -21.414386749267578, "reward_mean": 0.00012152276758570224, "constraint_violation_mean": 0.1309611201286316, "lambda_max": 0.06337176263332367, "lambda_mean": 0.02123691700398922, "elapsed_s": 7.5}
|
| 3 |
+
{"step": 230, "loss": -14.903648376464844, "reward_mean": 0.08967383950948715, "constraint_violation_mean": 0.04795372486114502, "lambda_max": 0.09035070240497589, "lambda_mean": 0.02995803952217102, "elapsed_s": 10.6}
|
| 4 |
+
{"step": 240, "loss": -42.96788787841797, "reward_mean": 0.20506134629249573, "constraint_violation_mean": 0.10676494240760803, "lambda_max": 0.11692917346954346, "lambda_mean": 0.03906959667801857, "elapsed_s": 13.8}
|
| 5 |
+
{"step": 250, "loss": -41.75111389160156, "reward_mean": 0.07736928761005402, "constraint_violation_mean": 0.08752751350402832, "lambda_max": 0.152500182390213, "lambda_mean": 0.049657147377729416, "elapsed_s": 17.0}
|
| 6 |
+
{"step": 260, "loss": -63.570499420166016, "reward_mean": 0.15744134783744812, "constraint_violation_mean": 0.10182075947523117, "lambda_max": 0.18190941214561462, "lambda_mean": 0.05760834738612175, "elapsed_s": 20.2}
|
| 7 |
+
{"step": 270, "loss": -86.87921905517578, "reward_mean": 0.14983732998371124, "constraint_violation_mean": 0.13789144158363342, "lambda_max": 0.21159760653972626, "lambda_mean": 0.06938587129116058, "elapsed_s": 23.4}
|
| 8 |
+
{"step": 280, "loss": -44.40234375, "reward_mean": 0.032305166125297546, "constraint_violation_mean": 0.0671750083565712, "lambda_max": 0.23911941051483154, "lambda_mean": 0.07865013182163239, "elapsed_s": 26.7}
|
| 9 |
+
{"step": 290, "loss": -120.17247009277344, "reward_mean": 0.000700086762662977, "constraint_violation_mean": 0.14392928779125214, "lambda_max": 0.27230268716812134, "lambda_mean": 0.08782031387090683, "elapsed_s": 29.9}
|
| 10 |
+
{"step": 300, "loss": -39.390716552734375, "reward_mean": 0.025434596464037895, "constraint_violation_mean": 0.06362699717283249, "lambda_max": 0.30287742614746094, "lambda_mean": 0.09819237887859344, "elapsed_s": 33.1}
|
| 11 |
+
{"step": 310, "loss": -114.02975463867188, "reward_mean": 0.24721555411815643, "constraint_violation_mean": 0.10890775918960571, "lambda_max": 0.33744630217552185, "lambda_mean": 0.10939507186412811, "elapsed_s": 36.4}
|
| 12 |
+
{"step": 320, "loss": -153.24142456054688, "reward_mean": 0.12324114143848419, "constraint_violation_mean": 0.14895468950271606, "lambda_max": 0.3687635660171509, "lambda_mean": 0.1203942820429802, "elapsed_s": 39.7}
|
| 13 |
+
{"step": 330, "loss": -118.81118774414062, "reward_mean": 0.16002024710178375, "constraint_violation_mean": 0.09744076430797577, "lambda_max": 0.3998192250728607, "lambda_mean": 0.13061928749084473, "elapsed_s": 42.8}
|
| 14 |
+
{"step": 340, "loss": -179.30950927734375, "reward_mean": 0.11860372126102448, "constraint_violation_mean": 0.08571451902389526, "lambda_max": 0.43412935733795166, "lambda_mean": 0.14092248678207397, "elapsed_s": 46.1}
|
| 15 |
+
{"step": 350, "loss": -136.53968811035156, "reward_mean": 0.1218835785984993, "constraint_violation_mean": 0.06096584349870682, "lambda_max": 0.46738508343696594, "lambda_mean": 0.1493101567029953, "elapsed_s": 49.3}
|
| 16 |
+
{"step": 360, "loss": -161.56570434570312, "reward_mean": 0.16869372129440308, "constraint_violation_mean": 0.09601610153913498, "lambda_max": 0.5029022693634033, "lambda_mean": 0.15974262356758118, "elapsed_s": 52.5}
|
| 17 |
+
{"step": 370, "loss": -84.123046875, "reward_mean": 0.2577582001686096, "constraint_violation_mean": 0.056723907589912415, "lambda_max": 0.5373914837837219, "lambda_mean": 0.17017285525798798, "elapsed_s": 55.8}
|
| 18 |
+
{"step": 380, "loss": -135.47850036621094, "reward_mean": 0.00011150275531690568, "constraint_violation_mean": 0.0786738246679306, "lambda_max": 0.5639421939849854, "lambda_mean": 0.17937493324279785, "elapsed_s": 59.0}
|
| 19 |
+
{"step": 390, "loss": -91.4560775756836, "reward_mean": 0.017389988526701927, "constraint_violation_mean": 0.09612248837947845, "lambda_max": 0.5878991484642029, "lambda_mean": 0.18876245617866516, "elapsed_s": 62.1}
|
| 20 |
+
{"step": 400, "loss": -310.7979431152344, "reward_mean": 5.424335540737957e-06, "constraint_violation_mean": 0.14106407761573792, "lambda_max": 0.6198444962501526, "lambda_mean": 0.19850942492485046, "elapsed_s": 65.5}
|
| 21 |
+
{"step": 410, "loss": -241.91696166992188, "reward_mean": 0.0012452499940991402, "constraint_violation_mean": 0.0814269483089447, "lambda_max": 0.645240068435669, "lambda_mean": 0.206549733877182, "elapsed_s": 222.1}
|
| 22 |
+
{"step": 420, "loss": -159.54263305664062, "reward_mean": 0.02433421090245247, "constraint_violation_mean": 0.061551373451948166, "lambda_max": 0.6706770062446594, "lambda_mean": 0.21676120162010193, "elapsed_s": 225.5}
|
| 23 |
+
{"step": 430, "loss": -295.63409423828125, "reward_mean": 0.0004105024563614279, "constraint_violation_mean": 0.11295633763074875, "lambda_max": 0.7021236419677734, "lambda_mean": 0.22719603776931763, "elapsed_s": 228.7}
|
| 24 |
+
{"step": 440, "loss": -141.87615966796875, "reward_mean": 0.0006222195224836469, "constraint_violation_mean": 0.06159602850675583, "lambda_max": 0.7272478342056274, "lambda_mean": 0.23752093315124512, "elapsed_s": 232.1}
|
| 25 |
+
{"step": 450, "loss": -257.0545959472656, "reward_mean": 0.12395519763231277, "constraint_violation_mean": 0.09834606945514679, "lambda_max": 0.7568379044532776, "lambda_mean": 0.24620990455150604, "elapsed_s": 235.3}
|
| 26 |
+
{"step": 460, "loss": -311.5500793457031, "reward_mean": 0.1111302375793457, "constraint_violation_mean": 0.12920129299163818, "lambda_max": 0.7895335555076599, "lambda_mean": 0.25675851106643677, "elapsed_s": 238.4}
|
| 27 |
+
{"step": 470, "loss": -122.54496765136719, "reward_mean": 0.0444924496114254, "constraint_violation_mean": 0.08130787312984467, "lambda_max": 0.8187124729156494, "lambda_mean": 0.2671588063240051, "elapsed_s": 241.7}
|
| 28 |
+
{"step": 480, "loss": -347.3346252441406, "reward_mean": 0.17826086282730103, "constraint_violation_mean": 0.12424051016569138, "lambda_max": 0.8409258127212524, "lambda_mean": 0.2770136594772339, "elapsed_s": 245.0}
|
| 29 |
+
{"step": 490, "loss": -468.0975646972656, "reward_mean": 0.3017284870147705, "constraint_violation_mean": 0.1737481951713562, "lambda_max": 0.8691563010215759, "lambda_mean": 0.2858106195926666, "elapsed_s": 248.3}
|
| 30 |
+
{"step": 500, "loss": -138.33950805664062, "reward_mean": 0.0008405682747252285, "constraint_violation_mean": 0.04300956428050995, "lambda_max": 0.8968323469161987, "lambda_mean": 0.2954902946949005, "elapsed_s": 251.5}
|
| 31 |
+
{"step": 510, "loss": -143.21490478515625, "reward_mean": 0.0036306194961071014, "constraint_violation_mean": 0.051978714764118195, "lambda_max": 0.9240981936454773, "lambda_mean": 0.30412977933883667, "elapsed_s": 254.8}
|
| 32 |
+
{"step": 520, "loss": -397.7052307128906, "reward_mean": 0.05224287509918213, "constraint_violation_mean": 0.15366917848587036, "lambda_max": 0.9568185806274414, "lambda_mean": 0.3155971169471741, "elapsed_s": 258.0}
|
| 33 |
+
{"step": 530, "loss": -417.12115478515625, "reward_mean": 0.00024005126033443958, "constraint_violation_mean": 0.10056506842374802, "lambda_max": 0.9891844987869263, "lambda_mean": 0.32423135638237, "elapsed_s": 261.1}
|
| 34 |
+
{"step": 540, "loss": -310.63092041015625, "reward_mean": 0.11397858709096909, "constraint_violation_mean": 0.10993283987045288, "lambda_max": 1.0127218961715698, "lambda_mean": 0.33286964893341064, "elapsed_s": 264.4}
|
| 35 |
+
{"step": 550, "loss": -171.03125, "reward_mean": 0.09985144436359406, "constraint_violation_mean": 0.07546617090702057, "lambda_max": 1.0426908731460571, "lambda_mean": 0.3422415256500244, "elapsed_s": 267.7}
|
| 36 |
+
{"step": 560, "loss": -343.30078125, "reward_mean": 0.22974960505962372, "constraint_violation_mean": 0.08867614716291428, "lambda_max": 1.0670926570892334, "lambda_mean": 0.35188981890678406, "elapsed_s": 271.0}
|
| 37 |
+
{"step": 570, "loss": -291.220703125, "reward_mean": 0.12139000743627548, "constraint_violation_mean": 0.08960780501365662, "lambda_max": 1.0916327238082886, "lambda_mean": 0.3615477979183197, "elapsed_s": 274.2}
|
| 38 |
+
{"step": 580, "loss": -251.04331970214844, "reward_mean": 0.15032854676246643, "constraint_violation_mean": 0.11571642756462097, "lambda_max": 1.1178843975067139, "lambda_mean": 0.3710492253303528, "elapsed_s": 277.5}
|
| 39 |
+
{"step": 590, "loss": -210.3927001953125, "reward_mean": 0.3214375972747803, "constraint_violation_mean": 0.05150984972715378, "lambda_max": 1.1410011053085327, "lambda_mean": 0.3793579339981079, "elapsed_s": 280.8}
|
| 40 |
+
{"step": 600, "loss": -288.57574462890625, "reward_mean": 0.19870522618293762, "constraint_violation_mean": 0.1193339079618454, "lambda_max": 1.1627085208892822, "lambda_mean": 0.38926541805267334, "elapsed_s": 284.1}
|
| 41 |
+
{"step": 610, "loss": -116.59300231933594, "reward_mean": 0.12951382994651794, "constraint_violation_mean": 0.08122051507234573, "lambda_max": 1.183264136314392, "lambda_mean": 0.3989710509777069, "elapsed_s": 427.7}
|
| 42 |
+
{"step": 620, "loss": -474.34521484375, "reward_mean": 0.11899092048406601, "constraint_violation_mean": 0.11756008863449097, "lambda_max": 1.2134839296340942, "lambda_mean": 0.40936729311943054, "elapsed_s": 431.1}
|
| 43 |
+
{"step": 630, "loss": -428.8040771484375, "reward_mean": 0.1583326905965805, "constraint_violation_mean": 0.1192464828491211, "lambda_max": 1.237381100654602, "lambda_mean": 0.4172476530075073, "elapsed_s": 434.2}
|
| 44 |
+
{"step": 640, "loss": -403.83148193359375, "reward_mean": 0.1924455612897873, "constraint_violation_mean": 0.10488422214984894, "lambda_max": 1.2623546123504639, "lambda_mean": 0.4260369539260864, "elapsed_s": 437.5}
|
| 45 |
+
{"step": 650, "loss": -475.3236083984375, "reward_mean": 0.2245694398880005, "constraint_violation_mean": 0.10743418335914612, "lambda_max": 1.2812076807022095, "lambda_mean": 0.43420350551605225, "elapsed_s": 440.8}
|
| 46 |
+
{"step": 660, "loss": -296.6126403808594, "reward_mean": 0.0327768474817276, "constraint_violation_mean": 0.06616624444723129, "lambda_max": 1.3004732131958008, "lambda_mean": 0.442582368850708, "elapsed_s": 444.1}
|
| 47 |
+
{"step": 670, "loss": -263.6147766113281, "reward_mean": 0.15946753323078156, "constraint_violation_mean": 0.11383752524852753, "lambda_max": 1.3268815279006958, "lambda_mean": 0.4535383880138397, "elapsed_s": 447.5}
|
| 48 |
+
{"step": 680, "loss": -444.2922668457031, "reward_mean": 0.15730078518390656, "constraint_violation_mean": 0.1254180669784546, "lambda_max": 1.34067702293396, "lambda_mean": 0.4626002907752991, "elapsed_s": 450.8}
|
| 49 |
+
{"step": 690, "loss": -167.25196838378906, "reward_mean": 0.12269041687250137, "constraint_violation_mean": 0.06379204988479614, "lambda_max": 1.3587363958358765, "lambda_mean": 0.47084683179855347, "elapsed_s": 454.1}
|
| 50 |
+
{"step": 700, "loss": -202.57362365722656, "reward_mean": 0.12040931731462479, "constraint_violation_mean": 0.0612022802233696, "lambda_max": 1.381722092628479, "lambda_mean": 0.47975850105285645, "elapsed_s": 457.5}
|
| 51 |
+
{"step": 710, "loss": -379.15582275390625, "reward_mean": 0.0874452069401741, "constraint_violation_mean": 0.058783307671546936, "lambda_max": 1.4092921018600464, "lambda_mean": 0.4884965419769287, "elapsed_s": 460.7}
|
| 52 |
+
{"step": 720, "loss": -117.69283294677734, "reward_mean": 0.10986589640378952, "constraint_violation_mean": 0.04860788583755493, "lambda_max": 1.429463505744934, "lambda_mean": 0.4959104657173157, "elapsed_s": 464.2}
|
| 53 |
+
{"step": 730, "loss": -162.43032836914062, "reward_mean": 0.007309906650334597, "constraint_violation_mean": 0.025461025536060333, "lambda_max": 1.4541085958480835, "lambda_mean": 0.5047847032546997, "elapsed_s": 467.3}
|
| 54 |
+
{"step": 740, "loss": -375.7944641113281, "reward_mean": 0.21423600614070892, "constraint_violation_mean": 0.08798864483833313, "lambda_max": 1.481942057609558, "lambda_mean": 0.5152689814567566, "elapsed_s": 470.5}
|
| 55 |
+
{"step": 750, "loss": -216.87696838378906, "reward_mean": 0.28695788979530334, "constraint_violation_mean": 0.10602527111768723, "lambda_max": 1.5067760944366455, "lambda_mean": 0.524213969707489, "elapsed_s": 474.5}
|
| 56 |
+
{"step": 760, "loss": -529.299560546875, "reward_mean": 0.27172359824180603, "constraint_violation_mean": 0.10884028673171997, "lambda_max": 1.533272624015808, "lambda_mean": 0.5359434485435486, "elapsed_s": 477.8}
|
| 57 |
+
{"step": 770, "loss": -609.3440551757812, "reward_mean": 0.11480561643838882, "constraint_violation_mean": 0.09637954831123352, "lambda_max": 1.5549416542053223, "lambda_mean": 0.5452487468719482, "elapsed_s": 481.1}
|
| 58 |
+
{"step": 780, "loss": -157.25311279296875, "reward_mean": 0.0001674852828728035, "constraint_violation_mean": 0.042828746140003204, "lambda_max": 1.582686424255371, "lambda_mean": 0.5532307624816895, "elapsed_s": 484.3}
|
| 59 |
+
{"step": 790, "loss": -273.0052185058594, "reward_mean": 0.11741863936185837, "constraint_violation_mean": 0.057955872267484665, "lambda_max": 1.6068965196609497, "lambda_mean": 0.5616179704666138, "elapsed_s": 487.6}
|
| 60 |
+
{"step": 800, "loss": -453.9097900390625, "reward_mean": 0.0003466711496002972, "constraint_violation_mean": 0.11979492008686066, "lambda_max": 1.628046989440918, "lambda_mean": 0.5720490217208862, "elapsed_s": 490.9}
|
| 61 |
+
{"step": 810, "loss": -183.80117797851562, "reward_mean": 0.10805213451385498, "constraint_violation_mean": 0.05443538352847099, "lambda_max": 1.6483296155929565, "lambda_mean": 0.5806835889816284, "elapsed_s": 614.9}
|
| 62 |
+
{"step": 820, "loss": -379.5406188964844, "reward_mean": 0.001451983698643744, "constraint_violation_mean": 0.08241230249404907, "lambda_max": 1.6703460216522217, "lambda_mean": 0.5909398794174194, "elapsed_s": 618.1}
|
| 63 |
+
{"step": 830, "loss": -293.1227111816406, "reward_mean": 8.716368029126897e-06, "constraint_violation_mean": 0.06861193478107452, "lambda_max": 1.6926404237747192, "lambda_mean": 0.598494827747345, "elapsed_s": 621.2}
|
| 64 |
+
{"step": 840, "loss": -361.0335998535156, "reward_mean": 0.2503306269645691, "constraint_violation_mean": 0.043085671961307526, "lambda_max": 1.7094579935073853, "lambda_mean": 0.60840904712677, "elapsed_s": 624.4}
|
| 65 |
+
{"step": 850, "loss": -407.2017822265625, "reward_mean": 0.13697993755340576, "constraint_violation_mean": 0.16333222389221191, "lambda_max": 1.7311326265335083, "lambda_mean": 0.6178603172302246, "elapsed_s": 627.1}
|
| 66 |
+
{"step": 860, "loss": -670.2791748046875, "reward_mean": 0.12401540577411652, "constraint_violation_mean": 0.10795915126800537, "lambda_max": 1.7518796920776367, "lambda_mean": 0.6265751123428345, "elapsed_s": 630.0}
|
| 67 |
+
{"step": 870, "loss": -489.0621032714844, "reward_mean": 0.35587915778160095, "constraint_violation_mean": 0.09928464144468307, "lambda_max": 1.7700800895690918, "lambda_mean": 0.6356059908866882, "elapsed_s": 632.6}
|
| 68 |
+
{"step": 880, "loss": -586.0670166015625, "reward_mean": 0.03091549500823021, "constraint_violation_mean": 0.10880162566900253, "lambda_max": 1.7860687971115112, "lambda_mean": 0.6451219916343689, "elapsed_s": 635.2}
|
| 69 |
+
{"step": 890, "loss": -929.867919921875, "reward_mean": 0.12841957807540894, "constraint_violation_mean": 0.17309662699699402, "lambda_max": 1.8095836639404297, "lambda_mean": 0.656542956829071, "elapsed_s": 638.9}
|
| 70 |
+
{"step": 900, "loss": -436.85540771484375, "reward_mean": 0.016991302371025085, "constraint_violation_mean": 0.07561414688825607, "lambda_max": 1.8345892429351807, "lambda_mean": 0.666172444820404, "elapsed_s": 641.5}
|
| 71 |
+
{"step": 910, "loss": -514.7838134765625, "reward_mean": 0.48220527172088623, "constraint_violation_mean": 0.11125817894935608, "lambda_max": 1.8518977165222168, "lambda_mean": 0.6738162040710449, "elapsed_s": 644.2}
|
| 72 |
+
{"step": 920, "loss": -546.269775390625, "reward_mean": 0.1686217188835144, "constraint_violation_mean": 0.1047775149345398, "lambda_max": 1.8730705976486206, "lambda_mean": 0.6807877421379089, "elapsed_s": 647.3}
|
| 73 |
+
{"step": 930, "loss": -744.3056640625, "reward_mean": 0.1372445970773697, "constraint_violation_mean": 0.19319693744182587, "lambda_max": 1.895054578781128, "lambda_mean": 0.6907048225402832, "elapsed_s": 649.9}
|
| 74 |
+
{"step": 940, "loss": -587.9066772460938, "reward_mean": 0.24322089552879333, "constraint_violation_mean": 0.09417746961116791, "lambda_max": 1.9098312854766846, "lambda_mean": 0.6992473602294922, "elapsed_s": 652.7}
|
| 75 |
+
{"step": 950, "loss": -332.0981750488281, "reward_mean": 0.28443172574043274, "constraint_violation_mean": 0.08864887803792953, "lambda_max": 1.9266761541366577, "lambda_mean": 0.7080682516098022, "elapsed_s": 655.3}
|
| 76 |
+
{"step": 960, "loss": -524.17724609375, "reward_mean": 0.00522306002676487, "constraint_violation_mean": 0.07807013392448425, "lambda_max": 1.9462347030639648, "lambda_mean": 0.7172042727470398, "elapsed_s": 657.9}
|
| 77 |
+
{"step": 970, "loss": -360.1628112792969, "reward_mean": 0.2237212359905243, "constraint_violation_mean": 0.08383724093437195, "lambda_max": 1.9644330739974976, "lambda_mean": 0.7243218421936035, "elapsed_s": 660.7}
|
| 78 |
+
{"step": 980, "loss": -229.49725341796875, "reward_mean": 0.12784481048583984, "constraint_violation_mean": 0.04173722118139267, "lambda_max": 1.985992670059204, "lambda_mean": 0.7335166931152344, "elapsed_s": 663.4}
|
| 79 |
+
{"step": 990, "loss": -413.7699890136719, "reward_mean": 0.12237121909856796, "constraint_violation_mean": 0.053192269057035446, "lambda_max": 2.0089902877807617, "lambda_mean": 0.7430492639541626, "elapsed_s": 666.3}
|
| 80 |
+
{"step": 1000, "loss": -388.2164001464844, "reward_mean": 0.1612934172153473, "constraint_violation_mean": 0.06114169955253601, "lambda_max": 2.028723955154419, "lambda_mean": 0.7509660720825195, "elapsed_s": 668.9}
|
| 81 |
+
{"step": 1010, "loss": -579.6021118164062, "reward_mean": 0.2450437843799591, "constraint_violation_mean": 0.08504921197891235, "lambda_max": 2.04531192779541, "lambda_mean": 0.7594985961914062, "elapsed_s": 805.2}
|
| 82 |
+
{"step": 1020, "loss": -252.00506591796875, "reward_mean": 0.12331769615411758, "constraint_violation_mean": 0.05970235913991928, "lambda_max": 2.05618953704834, "lambda_mean": 0.766919732093811, "elapsed_s": 808.5}
|
| 83 |
+
{"step": 1030, "loss": -400.23358154296875, "reward_mean": 0.17814254760742188, "constraint_violation_mean": 0.06477344036102295, "lambda_max": 2.074773073196411, "lambda_mean": 0.7735109329223633, "elapsed_s": 811.7}
|
| 84 |
+
{"step": 1040, "loss": -408.5229187011719, "reward_mean": 0.012607160024344921, "constraint_violation_mean": 0.07420787960290909, "lambda_max": 2.0937259197235107, "lambda_mean": 0.7818673849105835, "elapsed_s": 815.3}
|
| 85 |
+
{"step": 1050, "loss": -453.9459533691406, "reward_mean": 0.23582856357097626, "constraint_violation_mean": 0.05946528911590576, "lambda_max": 2.106053590774536, "lambda_mean": 0.7885298728942871, "elapsed_s": 818.6}
|
| 86 |
+
{"step": 1060, "loss": -595.9231567382812, "reward_mean": 0.22668147087097168, "constraint_violation_mean": 0.09545676410198212, "lambda_max": 2.127350091934204, "lambda_mean": 0.7991305589675903, "elapsed_s": 821.8}
|
| 87 |
+
{"step": 1070, "loss": -484.48065185546875, "reward_mean": 0.17072854936122894, "constraint_violation_mean": 0.05683488771319389, "lambda_max": 2.1430461406707764, "lambda_mean": 0.8063316345214844, "elapsed_s": 825.4}
|
| 88 |
+
{"step": 1080, "loss": -730.3240966796875, "reward_mean": 0.11791153252124786, "constraint_violation_mean": 0.09811027348041534, "lambda_max": 2.1591739654541016, "lambda_mean": 0.8145533800125122, "elapsed_s": 828.6}
|
| 89 |
+
{"step": 1090, "loss": -230.85516357421875, "reward_mean": 0.16042789816856384, "constraint_violation_mean": 0.042355727404356, "lambda_max": 2.1723382472991943, "lambda_mean": 0.8236443996429443, "elapsed_s": 831.9}
|
| 90 |
+
{"step": 1100, "loss": -650.8712158203125, "reward_mean": 0.0006450338987633586, "constraint_violation_mean": 0.1364377737045288, "lambda_max": 2.1856167316436768, "lambda_mean": 0.8306738138198853, "elapsed_s": 835.3}
|
| 91 |
+
{"step": 1110, "loss": -350.19384765625, "reward_mean": 0.11906459927558899, "constraint_violation_mean": 0.0719694048166275, "lambda_max": 2.201817750930786, "lambda_mean": 0.8380670547485352, "elapsed_s": 838.5}
|
| 92 |
+
{"step": 1120, "loss": -661.348876953125, "reward_mean": 0.2128870040178299, "constraint_violation_mean": 0.11046244949102402, "lambda_max": 2.219259023666382, "lambda_mean": 0.8474206924438477, "elapsed_s": 841.8}
|
| 93 |
+
{"step": 1130, "loss": -413.4086608886719, "reward_mean": 0.0035748586524277925, "constraint_violation_mean": 0.0913349837064743, "lambda_max": 2.2275612354278564, "lambda_mean": 0.8541776537895203, "elapsed_s": 845.1}
|
| 94 |
+
{"step": 1140, "loss": -380.72454833984375, "reward_mean": 0.15108531713485718, "constraint_violation_mean": 0.07241129875183105, "lambda_max": 2.2387406826019287, "lambda_mean": 0.862055778503418, "elapsed_s": 848.4}
|
| 95 |
+
{"step": 1150, "loss": -472.48992919921875, "reward_mean": 0.31122902035713196, "constraint_violation_mean": 0.06931808590888977, "lambda_max": 2.250623941421509, "lambda_mean": 0.8702952265739441, "elapsed_s": 851.7}
|
| 96 |
+
{"step": 1160, "loss": -587.643798828125, "reward_mean": 0.022360313683748245, "constraint_violation_mean": 0.11381137371063232, "lambda_max": 2.268991470336914, "lambda_mean": 0.8788924217224121, "elapsed_s": 854.9}
|
| 97 |
+
{"step": 1170, "loss": -493.64910888671875, "reward_mean": 0.1193573921918869, "constraint_violation_mean": 0.11422218382358551, "lambda_max": 2.280658006668091, "lambda_mean": 0.8873800039291382, "elapsed_s": 858.2}
|
| 98 |
+
{"step": 1180, "loss": -298.3667907714844, "reward_mean": 0.14767591655254364, "constraint_violation_mean": 0.0550851933658123, "lambda_max": 2.2906479835510254, "lambda_mean": 0.8940120935440063, "elapsed_s": 861.6}
|
| 99 |
+
{"step": 1190, "loss": -451.2680969238281, "reward_mean": 0.12715865671634674, "constraint_violation_mean": 0.0998172014951706, "lambda_max": 2.305417060852051, "lambda_mean": 0.9027270078659058, "elapsed_s": 864.9}
|
| 100 |
+
{"step": 1200, "loss": -1018.2277221679688, "reward_mean": 0.17838168144226074, "constraint_violation_mean": 0.16109931468963623, "lambda_max": 2.3209948539733887, "lambda_mean": 0.9109954237937927, "elapsed_s": 868.3}
|
| 101 |
+
{"step": 1210, "loss": -107.64271545410156, "reward_mean": 0.2824852466583252, "constraint_violation_mean": 0.02894989773631096, "lambda_max": 2.3355612754821777, "lambda_mean": 0.9179395437240601, "elapsed_s": 1052.3}
|
| 102 |
+
{"step": 1220, "loss": -670.3335571289062, "reward_mean": 0.32935890555381775, "constraint_violation_mean": 0.08623798936605453, "lambda_max": 2.3487660884857178, "lambda_mean": 0.9250416159629822, "elapsed_s": 1055.6}
|
| 103 |
+
{"step": 1230, "loss": -896.53369140625, "reward_mean": 0.28051578998565674, "constraint_violation_mean": 0.13806086778640747, "lambda_max": 2.3655970096588135, "lambda_mean": 0.9339847564697266, "elapsed_s": 1059.0}
|
| 104 |
+
{"step": 1240, "loss": -1168.36962890625, "reward_mean": 0.2951692044734955, "constraint_violation_mean": 0.12279095500707626, "lambda_max": 2.3906383514404297, "lambda_mean": 0.9439703822135925, "elapsed_s": 1062.3}
|
| 105 |
+
{"step": 1250, "loss": -448.27874755859375, "reward_mean": 0.24821072816848755, "constraint_violation_mean": 0.08808360993862152, "lambda_max": 2.400540828704834, "lambda_mean": 0.9505490660667419, "elapsed_s": 1065.5}
|
| 106 |
+
{"step": 1260, "loss": -734.0535888671875, "reward_mean": 0.04624433070421219, "constraint_violation_mean": 0.09414440393447876, "lambda_max": 2.420708179473877, "lambda_mean": 0.9608166217803955, "elapsed_s": 1068.9}
|
| 107 |
+
{"step": 1270, "loss": -712.53515625, "reward_mean": 0.20302638411521912, "constraint_violation_mean": 0.11096113920211792, "lambda_max": 2.4339869022369385, "lambda_mean": 0.9684464931488037, "elapsed_s": 1072.1}
|
| 108 |
+
{"step": 1280, "loss": -540.5302734375, "reward_mean": 0.30671635270118713, "constraint_violation_mean": 0.07118040323257446, "lambda_max": 2.4447860717773438, "lambda_mean": 0.9765911102294922, "elapsed_s": 1075.3}
|
| 109 |
+
{"step": 1290, "loss": -942.3164672851562, "reward_mean": 0.19890496134757996, "constraint_violation_mean": 0.10352563112974167, "lambda_max": 2.4577481746673584, "lambda_mean": 0.9841498136520386, "elapsed_s": 1078.8}
|
| 110 |
+
{"step": 1300, "loss": -1020.2552490234375, "reward_mean": 0.12596815824508667, "constraint_violation_mean": 0.14077310264110565, "lambda_max": 2.4751858711242676, "lambda_mean": 0.9919046759605408, "elapsed_s": 1081.9}
|
| 111 |
+
{"step": 1310, "loss": -472.3364562988281, "reward_mean": 0.019356952980160713, "constraint_violation_mean": 0.06108812987804413, "lambda_max": 2.4906601905822754, "lambda_mean": 0.9996751546859741, "elapsed_s": 1085.2}
|
| 112 |
+
{"step": 1320, "loss": -332.1535339355469, "reward_mean": 0.06557754427194595, "constraint_violation_mean": 0.0759635865688324, "lambda_max": 2.5051474571228027, "lambda_mean": 1.008695125579834, "elapsed_s": 1088.3}
|
| 113 |
+
{"step": 1330, "loss": -715.4268798828125, "reward_mean": 0.1526012420654297, "constraint_violation_mean": 0.10149046778678894, "lambda_max": 2.5171031951904297, "lambda_mean": 1.015938401222229, "elapsed_s": 1091.5}
|
| 114 |
+
{"step": 1340, "loss": -292.8019714355469, "reward_mean": 0.24404194951057434, "constraint_violation_mean": 0.04991396516561508, "lambda_max": 2.5247738361358643, "lambda_mean": 1.0223174095153809, "elapsed_s": 1094.8}
|
| 115 |
+
{"step": 1350, "loss": -583.3592529296875, "reward_mean": 0.0006546264630742371, "constraint_violation_mean": 0.08779039978981018, "lambda_max": 2.540073871612549, "lambda_mean": 1.0306209325790405, "elapsed_s": 1098.1}
|
| 116 |
+
{"step": 1360, "loss": -351.705078125, "reward_mean": 0.3273952305316925, "constraint_violation_mean": 0.04407108575105667, "lambda_max": 2.5533461570739746, "lambda_mean": 1.03849196434021, "elapsed_s": 1101.4}
|
| 117 |
+
{"step": 1370, "loss": -894.1758422851562, "reward_mean": 0.2710142433643341, "constraint_violation_mean": 0.12170670926570892, "lambda_max": 2.5657057762145996, "lambda_mean": 1.0469492673873901, "elapsed_s": 1104.5}
|
| 118 |
+
{"step": 1380, "loss": -778.3037109375, "reward_mean": 0.12660618126392365, "constraint_violation_mean": 0.08166415244340897, "lambda_max": 2.5851287841796875, "lambda_mean": 1.0560954809188843, "elapsed_s": 1107.7}
|
| 119 |
+
{"step": 1390, "loss": -635.0879516601562, "reward_mean": 0.2428092658519745, "constraint_violation_mean": 0.1154194101691246, "lambda_max": 2.5949387550354004, "lambda_mean": 1.0651559829711914, "elapsed_s": 1111.0}
|
| 120 |
+
{"step": 1400, "loss": -376.1153564453125, "reward_mean": 0.28414463996887207, "constraint_violation_mean": 0.05898917838931084, "lambda_max": 2.609424114227295, "lambda_mean": 1.07155442237854, "elapsed_s": 1114.1}
|
| 121 |
+
{"step": 1410, "loss": -238.78785705566406, "reward_mean": 0.34111762046813965, "constraint_violation_mean": 0.05838531255722046, "lambda_max": 2.6182050704956055, "lambda_mean": 1.0773420333862305, "elapsed_s": 1199.9}
|
| 122 |
+
{"step": 1420, "loss": -734.3309326171875, "reward_mean": 0.26775550842285156, "constraint_violation_mean": 0.07370021194219589, "lambda_max": 2.6309218406677246, "lambda_mean": 1.0856895446777344, "elapsed_s": 1203.3}
|
| 123 |
+
{"step": 1430, "loss": -437.28839111328125, "reward_mean": 0.0719229131937027, "constraint_violation_mean": 0.06509855389595032, "lambda_max": 2.6513941287994385, "lambda_mean": 1.0952234268188477, "elapsed_s": 1206.6}
|
| 124 |
+
{"step": 1440, "loss": -801.6729125976562, "reward_mean": 0.12224825471639633, "constraint_violation_mean": 0.10488282889127731, "lambda_max": 2.66638445854187, "lambda_mean": 1.103162169456482, "elapsed_s": 1210.0}
|
| 125 |
+
{"step": 1450, "loss": -1029.634521484375, "reward_mean": 0.02082158997654915, "constraint_violation_mean": 0.12352227419614792, "lambda_max": 2.685837745666504, "lambda_mean": 1.1121817827224731, "elapsed_s": 1213.3}
|
| 126 |
+
{"step": 1460, "loss": -99.39022064208984, "reward_mean": 0.2502785325050354, "constraint_violation_mean": 0.02811865322291851, "lambda_max": 2.702838659286499, "lambda_mean": 1.1204757690429688, "elapsed_s": 1216.6}
|
| 127 |
+
{"step": 1470, "loss": -546.1746826171875, "reward_mean": 0.2164570838212967, "constraint_violation_mean": 0.07959942519664764, "lambda_max": 2.7205870151519775, "lambda_mean": 1.1289459466934204, "elapsed_s": 1219.9}
|
| 128 |
+
{"step": 1480, "loss": -80.79676055908203, "reward_mean": 0.13480697572231293, "constraint_violation_mean": 0.023276101797819138, "lambda_max": 2.7368884086608887, "lambda_mean": 1.1364610195159912, "elapsed_s": 1223.2}
|
| 129 |
+
{"step": 1490, "loss": -584.5161743164062, "reward_mean": 0.16119793057441711, "constraint_violation_mean": 0.07790333777666092, "lambda_max": 2.749750852584839, "lambda_mean": 1.1457785367965698, "elapsed_s": 1226.6}
|
| 130 |
+
{"step": 1500, "loss": -387.347900390625, "reward_mean": 0.11564788222312927, "constraint_violation_mean": 0.05166226252913475, "lambda_max": 2.759483814239502, "lambda_mean": 1.1519579887390137, "elapsed_s": 1230.0}
|
| 131 |
+
{"step": 1510, "loss": -727.6525268554688, "reward_mean": 7.246345921885222e-05, "constraint_violation_mean": 0.11058136075735092, "lambda_max": 2.7764105796813965, "lambda_mean": 1.160001516342163, "elapsed_s": 1233.3}
|
| 132 |
+
{"step": 1520, "loss": -1157.55517578125, "reward_mean": 0.011047699488699436, "constraint_violation_mean": 0.1170397400856018, "lambda_max": 2.795142412185669, "lambda_mean": 1.1696393489837646, "elapsed_s": 1236.6}
|
| 133 |
+
{"step": 1530, "loss": -455.1784362792969, "reward_mean": 0.13076303899288177, "constraint_violation_mean": 0.0511360764503479, "lambda_max": 2.8106918334960938, "lambda_mean": 1.177952527999878, "elapsed_s": 1240.0}
|
| 134 |
+
{"step": 1540, "loss": -518.8228149414062, "reward_mean": 0.00729596009477973, "constraint_violation_mean": 0.03854779899120331, "lambda_max": 2.8281242847442627, "lambda_mean": 1.1858997344970703, "elapsed_s": 1243.3}
|
| 135 |
+
{"step": 1550, "loss": -395.3408203125, "reward_mean": 0.47319987416267395, "constraint_violation_mean": 0.06742480397224426, "lambda_max": 2.837674140930176, "lambda_mean": 1.1934927701950073, "elapsed_s": 1246.6}
|
| 136 |
+
{"step": 1560, "loss": -1284.16015625, "reward_mean": 0.07989716529846191, "constraint_violation_mean": 0.16464126110076904, "lambda_max": 2.857724189758301, "lambda_mean": 1.2013647556304932, "elapsed_s": 1249.9}
|
| 137 |
+
{"step": 1570, "loss": -841.7323608398438, "reward_mean": 0.14243510365486145, "constraint_violation_mean": 0.11499112099409103, "lambda_max": 2.8715600967407227, "lambda_mean": 1.2099888324737549, "elapsed_s": 1253.3}
|
| 138 |
+
{"step": 1580, "loss": -1060.7542724609375, "reward_mean": 0.11143884062767029, "constraint_violation_mean": 0.127873033285141, "lambda_max": 2.8877053260803223, "lambda_mean": 1.2188185453414917, "elapsed_s": 1256.6}
|
| 139 |
+
{"step": 1590, "loss": -674.36474609375, "reward_mean": 0.12234547734260559, "constraint_violation_mean": 0.07877036184072495, "lambda_max": 2.902684211730957, "lambda_mean": 1.226060390472412, "elapsed_s": 1259.9}
|
| 140 |
+
{"step": 1600, "loss": -498.04241943359375, "reward_mean": 0.1801128387451172, "constraint_violation_mean": 0.07058937847614288, "lambda_max": 2.91566801071167, "lambda_mean": 1.2335340976715088, "elapsed_s": 1263.3}
|
| 141 |
+
{"step": 1610, "loss": -973.429443359375, "reward_mean": 0.14815956354141235, "constraint_violation_mean": 0.11815010756254196, "lambda_max": 2.923872470855713, "lambda_mean": 1.2413303852081299, "elapsed_s": 1341.2}
|
| 142 |
+
{"step": 1620, "loss": -354.65936279296875, "reward_mean": 0.41850996017456055, "constraint_violation_mean": 0.0540565550327301, "lambda_max": 2.937485933303833, "lambda_mean": 1.2485978603363037, "elapsed_s": 1344.5}
|
| 143 |
+
{"step": 1630, "loss": -903.601806640625, "reward_mean": 0.31278595328330994, "constraint_violation_mean": 0.09432947635650635, "lambda_max": 2.9515206813812256, "lambda_mean": 1.2571611404418945, "elapsed_s": 1347.9}
|
| 144 |
+
{"step": 1640, "loss": -166.17669677734375, "reward_mean": 0.23224541544914246, "constraint_violation_mean": 0.03521886467933655, "lambda_max": 2.9636147022247314, "lambda_mean": 1.2653915882110596, "elapsed_s": 1351.3}
|
| 145 |
+
{"step": 1650, "loss": -561.7543334960938, "reward_mean": 0.2476341277360916, "constraint_violation_mean": 0.05995902419090271, "lambda_max": 2.9789786338806152, "lambda_mean": 1.2706389427185059, "elapsed_s": 1354.6}
|
| 146 |
+
{"step": 1660, "loss": -666.15478515625, "reward_mean": 0.34947729110717773, "constraint_violation_mean": 0.06898017227649689, "lambda_max": 2.9926106929779053, "lambda_mean": 1.279012680053711, "elapsed_s": 1357.9}
|
| 147 |
+
{"step": 1670, "loss": -132.58131408691406, "reward_mean": 0.006761195138096809, "constraint_violation_mean": 0.018132179975509644, "lambda_max": 3.0065395832061768, "lambda_mean": 1.2859656810760498, "elapsed_s": 1361.2}
|
| 148 |
+
{"step": 1680, "loss": -775.5902099609375, "reward_mean": 0.01596006751060486, "constraint_violation_mean": 0.09975838661193848, "lambda_max": 3.01619553565979, "lambda_mean": 1.2945551872253418, "elapsed_s": 1364.5}
|
| 149 |
+
{"step": 1690, "loss": -794.6875, "reward_mean": 0.27162784337997437, "constraint_violation_mean": 0.056714460253715515, "lambda_max": 3.033220052719116, "lambda_mean": 1.3021222352981567, "elapsed_s": 1367.9}
|
| 150 |
+
{"step": 1700, "loss": -821.8174438476562, "reward_mean": 0.3499715030193329, "constraint_violation_mean": 0.06351716071367264, "lambda_max": 3.0468080043792725, "lambda_mean": 1.3082469701766968, "elapsed_s": 1371.3}
|
| 151 |
+
{"step": 1710, "loss": -731.4942626953125, "reward_mean": 0.4310384690761566, "constraint_violation_mean": 0.09363813698291779, "lambda_max": 3.0623703002929688, "lambda_mean": 1.3165428638458252, "elapsed_s": 1374.6}
|
| 152 |
+
{"step": 1720, "loss": -1004.2380981445312, "reward_mean": 0.2337501347064972, "constraint_violation_mean": 0.13725149631500244, "lambda_max": 3.079472064971924, "lambda_mean": 1.3256891965866089, "elapsed_s": 1377.9}
|
| 153 |
+
{"step": 1730, "loss": -564.9588623046875, "reward_mean": 0.12369947880506516, "constraint_violation_mean": 0.051240064203739166, "lambda_max": 3.090979814529419, "lambda_mean": 1.3336563110351562, "elapsed_s": 1381.3}
|
| 154 |
+
{"step": 1740, "loss": -103.644287109375, "reward_mean": 0.12069438397884369, "constraint_violation_mean": 0.013950317166745663, "lambda_max": 3.102144956588745, "lambda_mean": 1.3400628566741943, "elapsed_s": 1384.6}
|
| 155 |
+
{"step": 1750, "loss": -814.744873046875, "reward_mean": 0.2288990616798401, "constraint_violation_mean": 0.0662856325507164, "lambda_max": 3.115691900253296, "lambda_mean": 1.3472061157226562, "elapsed_s": 1388.0}
|
| 156 |
+
{"step": 1760, "loss": -409.5537109375, "reward_mean": 0.362455815076828, "constraint_violation_mean": 0.027713872492313385, "lambda_max": 3.132838726043701, "lambda_mean": 1.355530023574829, "elapsed_s": 1391.3}
|
| 157 |
+
{"step": 1770, "loss": -839.639404296875, "reward_mean": 0.3074333667755127, "constraint_violation_mean": 0.06865139305591583, "lambda_max": 3.1485188007354736, "lambda_mean": 1.3616060018539429, "elapsed_s": 1394.6}
|
| 158 |
+
{"step": 1780, "loss": -575.9898681640625, "reward_mean": 0.0503150150179863, "constraint_violation_mean": 0.06362058222293854, "lambda_max": 3.158087730407715, "lambda_mean": 1.3674763441085815, "elapsed_s": 1398.0}
|
| 159 |
+
{"step": 1790, "loss": -1184.50048828125, "reward_mean": 0.33221834897994995, "constraint_violation_mean": 0.09542906284332275, "lambda_max": 3.1673977375030518, "lambda_mean": 1.3751466274261475, "elapsed_s": 1401.2}
|
| 160 |
+
{"step": 1800, "loss": -632.4093627929688, "reward_mean": 0.16385678946971893, "constraint_violation_mean": 0.042008884251117706, "lambda_max": 3.181908369064331, "lambda_mean": 1.3835381269454956, "elapsed_s": 1404.6}
|
| 161 |
+
{"step": 1810, "loss": -1031.1248779296875, "reward_mean": 0.20087918639183044, "constraint_violation_mean": 0.09195707738399506, "lambda_max": 3.196108341217041, "lambda_mean": 1.3896033763885498, "elapsed_s": 1491.1}
|
| 162 |
+
{"step": 1820, "loss": -764.447509765625, "reward_mean": 0.10298758000135422, "constraint_violation_mean": 0.07524970173835754, "lambda_max": 3.2078096866607666, "lambda_mean": 1.3959543704986572, "elapsed_s": 1493.8}
|
| 163 |
+
{"step": 1830, "loss": -548.4500732421875, "reward_mean": 0.0009306538850069046, "constraint_violation_mean": 0.06488656997680664, "lambda_max": 3.222399950027466, "lambda_mean": 1.4039382934570312, "elapsed_s": 1496.4}
|
| 164 |
+
{"step": 1840, "loss": -964.8072509765625, "reward_mean": 0.08110770583152771, "constraint_violation_mean": 0.11053314059972763, "lambda_max": 3.2330968379974365, "lambda_mean": 1.4110498428344727, "elapsed_s": 1499.3}
|
| 165 |
+
{"step": 1850, "loss": -766.6128540039062, "reward_mean": 0.004201983567327261, "constraint_violation_mean": 0.09696106612682343, "lambda_max": 3.243650197982788, "lambda_mean": 1.4182968139648438, "elapsed_s": 1502.0}
|
| 166 |
+
{"step": 1860, "loss": -355.8157653808594, "reward_mean": 0.06129265949130058, "constraint_violation_mean": 0.07303857803344727, "lambda_max": 3.260228157043457, "lambda_mean": 1.4248628616333008, "elapsed_s": 1504.6}
|
| 167 |
+
{"step": 1870, "loss": -414.0953674316406, "reward_mean": 0.3655316233634949, "constraint_violation_mean": 0.06528303027153015, "lambda_max": 3.2754130363464355, "lambda_mean": 1.4322590827941895, "elapsed_s": 1507.2}
|
| 168 |
+
{"step": 1880, "loss": -406.4966735839844, "reward_mean": 0.2708115875720978, "constraint_violation_mean": 0.03320199251174927, "lambda_max": 3.2907583713531494, "lambda_mean": 1.4396756887435913, "elapsed_s": 1509.9}
|
| 169 |
+
{"step": 1890, "loss": -1351.091552734375, "reward_mean": 0.024030977860093117, "constraint_violation_mean": 0.11937718838453293, "lambda_max": 3.3007853031158447, "lambda_mean": 1.4470603466033936, "elapsed_s": 1512.6}
|
| 170 |
+
{"step": 1900, "loss": -513.596923828125, "reward_mean": 0.03898290544748306, "constraint_violation_mean": 0.05565878003835678, "lambda_max": 3.3134477138519287, "lambda_mean": 1.456572413444519, "elapsed_s": 1515.2}
|
| 171 |
+
{"step": 1910, "loss": -1704.6500244140625, "reward_mean": 0.23916730284690857, "constraint_violation_mean": 0.16940158605575562, "lambda_max": 3.3229522705078125, "lambda_mean": 1.464841604232788, "elapsed_s": 1518.0}
|
| 172 |
+
{"step": 1920, "loss": -768.68359375, "reward_mean": 0.33994221687316895, "constraint_violation_mean": 0.06516481935977936, "lambda_max": 3.3407297134399414, "lambda_mean": 1.4738506078720093, "elapsed_s": 1520.7}
|
| 173 |
+
{"step": 1930, "loss": -872.6927490234375, "reward_mean": 0.23116177320480347, "constraint_violation_mean": 0.11444725096225739, "lambda_max": 3.360550880432129, "lambda_mean": 1.484457015991211, "elapsed_s": 1523.5}
|
| 174 |
+
{"step": 1940, "loss": -1332.8291015625, "reward_mean": 0.3587086796760559, "constraint_violation_mean": 0.13545458018779755, "lambda_max": 3.3715932369232178, "lambda_mean": 1.492915153503418, "elapsed_s": 1526.2}
|
| 175 |
+
{"step": 1950, "loss": -743.1318969726562, "reward_mean": 0.2435535192489624, "constraint_violation_mean": 0.07872322201728821, "lambda_max": 3.3835692405700684, "lambda_mean": 1.4997920989990234, "elapsed_s": 1528.8}
|
| 176 |
+
{"step": 1960, "loss": -186.289794921875, "reward_mean": 0.40647244453430176, "constraint_violation_mean": 0.014239730313420296, "lambda_max": 3.3950185775756836, "lambda_mean": 1.5062311887741089, "elapsed_s": 1531.4}
|
| 177 |
+
{"step": 1970, "loss": -541.3173217773438, "reward_mean": 0.09432601183652878, "constraint_violation_mean": 0.04766644537448883, "lambda_max": 3.4036993980407715, "lambda_mean": 1.5119602680206299, "elapsed_s": 1534.0}
|
| 178 |
+
{"step": 1980, "loss": -912.889892578125, "reward_mean": 0.13807635009288788, "constraint_violation_mean": 0.07130426913499832, "lambda_max": 3.419698715209961, "lambda_mean": 1.520519733428955, "elapsed_s": 1536.7}
|
| 179 |
+
{"step": 1990, "loss": -1311.023193359375, "reward_mean": 0.20699772238731384, "constraint_violation_mean": 0.1311819851398468, "lambda_max": 3.432833433151245, "lambda_mean": 1.5284392833709717, "elapsed_s": 1539.3}
|
| 180 |
+
{"step": 2000, "loss": -515.5851440429688, "reward_mean": 0.23857611417770386, "constraint_violation_mean": 0.049863576889038086, "lambda_max": 3.447352170944214, "lambda_mean": 1.5367648601531982, "elapsed_s": 1541.9}
|
README.md
ADDED
|
@@ -0,0 +1,83 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
license: cc-by-nc-4.0
|
| 3 |
+
tags:
|
| 4 |
+
- dna
|
| 5 |
+
- enhancer-generation
|
| 6 |
+
- ctrl-dna
|
| 7 |
+
- lagrangian-rl
|
| 8 |
+
- ntv3
|
| 9 |
+
- per-cell
|
| 10 |
+
---
|
| 11 |
+
|
| 12 |
+
# Ctrl-DNA × NTV3-650M per-cell enhancer generators (T1)
|
| 13 |
+
|
| 14 |
+
Lagrangian primal-dual reinforcement-learning fine-tunes of
|
| 15 |
+
InstaDeepAI's NTv3 backbones for **cell-type-specific enhancer
|
| 16 |
+
generation** in a 7-cell brain panel (Excitatory, Inhibitory, OPC,
|
| 17 |
+
Astrocyte, Oligodendrocyte, Microglia, Endothelial). One model is
|
| 18 |
+
trained per target cell; the on-target oracle drives the reward,
|
| 19 |
+
and the six off-target oracles drive the constraint terms. Following
|
| 20 |
+
the Ctrl-DNA recipe (Chen et al., 2025; bowang-lab/Ctrl-DNA), 2000
|
| 21 |
+
RL steps × per-cell on a stratified 35,000-row T1 subset
|
| 22 |
+
(`train.enhancer_generation.strat7c.n35k`).
|
| 23 |
+
|
| 24 |
+
## Folder layout
|
| 25 |
+
|
| 26 |
+
Each cell type has its own subfolder; load the policy via
|
| 27 |
+
`regureasoner.baselines.ctrl_dna.policy.CtrlDNAPolicy.load(...)`
|
| 28 |
+
with the matching NTv3 backbone snapshot.
|
| 29 |
+
|
| 30 |
+
```
|
| 31 |
+
Ex/ best.pt # full policy state dict (NTv3 + lambda + step)
|
| 32 |
+
metrics.json # 28-column eval against gold n7k held-out test
|
| 33 |
+
samples_generated.jsonl # ~64 generated enhancers from final policy
|
| 34 |
+
training_log.jsonl # per-step train metrics (loss / reward / lambda)
|
| 35 |
+
In/ ...
|
| 36 |
+
OPC/ ...
|
| 37 |
+
Ast/ ...
|
| 38 |
+
Oli/ ...
|
| 39 |
+
Mic/ ...
|
| 40 |
+
End/ ...
|
| 41 |
+
```
|
| 42 |
+
|
| 43 |
+
## Headline eval (held-out gold n7k, oracle-based)
|
| 44 |
+
|
| 45 |
+
Higher `argmax_acc` and `specificity` are better; lower `fid` is
|
| 46 |
+
better. Random argmax baseline = 0.143 (1/7 cells).
|
| 47 |
+
|
| 48 |
+
| cell | parse_rate | argmax_acc | on_target | off_target | specificity | FID |
|
| 49 |
+
|---|---:|---:|---:|---:|---:|---:|
|
| 50 |
+
| Ex | 1.000 | 0.609 | 0.026 | -21.278 | 21.304 | 28.729 |
|
| 51 |
+
| In | 1.000 | 0.156 | -15.064 | -18.658 | 3.594 | 48.876 |
|
| 52 |
+
| OPC | 1.000 | 0.078 | -21.557 | -18.071 | -3.486 | 87.056 |
|
| 53 |
+
| Ast | 1.000 | 0.016 | -24.481 | -17.239 | -7.241 | 99.053 |
|
| 54 |
+
| Oli | 1.000 | 0.234 | -10.657 | -18.704 | 8.047 | 40.697 |
|
| 55 |
+
| Mic | 1.000 | 0.250 | -9.934 | -19.493 | 9.559 | 40.670 |
|
| 56 |
+
| End | 1.000 | 0.016 | -35.284 | -15.215 | -20.069 | 279.892 |
|
| 57 |
+
|
| 58 |
+
|
| 59 |
+
## Training recipe (verbatim)
|
| 60 |
+
|
| 61 |
+
```bash
|
| 62 |
+
# Per-cell run (one of seven, NTv3-650M shown — 100M variant
|
| 63 |
+
# uses NTV3_SNAPSHOT_PATH=/extra/.../ntv3_local/100m_post)
|
| 64 |
+
TARGET_CELL=Ex N_RL_STEPS=2000 BATCH_SIZE=8 \
|
| 65 |
+
NTV3_SNAPSHOT_PATH=/extra/zhanglab0/INDV/pengchx3/ntv3_local/generative \
|
| 66 |
+
sbatch slurm/run_ctrl_dna_t1.sh
|
| 67 |
+
```
|
| 68 |
+
|
| 69 |
+
See [the upstream Ctrl-DNA repository](https://github.com/bowang-lab/Ctrl-DNA)
|
| 70 |
+
for the algorithmic background and the lab port at
|
| 71 |
+
[explcre/biomodel_reasoning_calling_study2](https://github.com/explcre/biomodel_reasoning_calling_study2/tree/main/regureasoner_loop)
|
| 72 |
+
for our extension (NTv3 backbone, oracle reward, 7-cell panel).
|
| 73 |
+
|
| 74 |
+
## Citation
|
| 75 |
+
|
| 76 |
+
```
|
| 77 |
+
@misc{dnathinker_ctrl_dna_per_cell_2026,
|
| 78 |
+
title = {Per-cell Ctrl-DNA enhancer generators on the NTv3 backbone},
|
| 79 |
+
author = {Xu, Pengcheng and the DNAThinker team},
|
| 80 |
+
year = {2026},
|
| 81 |
+
howpublished = {\url{https://huggingface.co/explcre/ctrl_dna_*_per_cell_t1}}
|
| 82 |
+
}
|
| 83 |
+
```
|