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Browse files- .gitattributes +17 -0
- tensorflow_datasets/clic/clic_edm_ttbar_pf/1/3.2.0/clic_edm_ttbar_pf-test.array_record-00000-of-00001 +3 -0
- tensorflow_datasets/clic/clic_edm_ttbar_pf/1/3.2.0/clic_edm_ttbar_pf-train.array_record-00000-of-00016 +3 -0
- tensorflow_datasets/clic/clic_edm_ttbar_pf/1/3.2.0/clic_edm_ttbar_pf-train.array_record-00001-of-00016 +3 -0
- tensorflow_datasets/clic/clic_edm_ttbar_pf/1/3.2.0/clic_edm_ttbar_pf-train.array_record-00002-of-00016 +3 -0
- tensorflow_datasets/clic/clic_edm_ttbar_pf/1/3.2.0/clic_edm_ttbar_pf-train.array_record-00003-of-00016 +3 -0
- tensorflow_datasets/clic/clic_edm_ttbar_pf/1/3.2.0/clic_edm_ttbar_pf-train.array_record-00004-of-00016 +3 -0
- tensorflow_datasets/clic/clic_edm_ttbar_pf/1/3.2.0/clic_edm_ttbar_pf-train.array_record-00005-of-00016 +3 -0
- tensorflow_datasets/clic/clic_edm_ttbar_pf/1/3.2.0/clic_edm_ttbar_pf-train.array_record-00006-of-00016 +3 -0
- tensorflow_datasets/clic/clic_edm_ttbar_pf/1/3.2.0/clic_edm_ttbar_pf-train.array_record-00007-of-00016 +3 -0
- tensorflow_datasets/clic/clic_edm_ttbar_pf/1/3.2.0/clic_edm_ttbar_pf-train.array_record-00008-of-00016 +3 -0
- tensorflow_datasets/clic/clic_edm_ttbar_pf/1/3.2.0/clic_edm_ttbar_pf-train.array_record-00009-of-00016 +3 -0
- tensorflow_datasets/clic/clic_edm_ttbar_pf/1/3.2.0/clic_edm_ttbar_pf-train.array_record-00010-of-00016 +3 -0
- tensorflow_datasets/clic/clic_edm_ttbar_pf/1/3.2.0/clic_edm_ttbar_pf-train.array_record-00011-of-00016 +3 -0
- tensorflow_datasets/clic/clic_edm_ttbar_pf/1/3.2.0/clic_edm_ttbar_pf-train.array_record-00012-of-00016 +3 -0
- tensorflow_datasets/clic/clic_edm_ttbar_pf/1/3.2.0/clic_edm_ttbar_pf-train.array_record-00013-of-00016 +3 -0
- tensorflow_datasets/clic/clic_edm_ttbar_pf/1/3.2.0/clic_edm_ttbar_pf-train.array_record-00014-of-00016 +3 -0
- tensorflow_datasets/clic/clic_edm_ttbar_pf/1/3.2.0/clic_edm_ttbar_pf-train.array_record-00015-of-00016 +3 -0
- tensorflow_datasets/clic/clic_edm_ttbar_pf/1/3.2.0/dataset_info.json +63 -0
- tensorflow_datasets/clic/clic_edm_ttbar_pf/1/3.2.0/features.json +80 -0
- tensorflow_datasets/clic/clic_edm_ttbar_pf/1/3.2.0/metadata.json +1 -0
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{
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"citation": "Pata, Joosep, Wulff, Eric, Duarte, Javier, Mokhtar, Farouk, Zhang, Mengke, Girone, Maria, & Southwick, David. (2023).\nSimulated datasets for detector and particle flow reconstruction: CLIC detector (1.1) [Data set].\nZenodo. https://doi.org/10.5281/zenodo.8260741",
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| 3 |
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"configName": "1",
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| 4 |
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"description": "CLIC EDM4HEP dataset with ee -> ttbar at 380GeV.\n - X: reconstructed tracks and clusters, variable number N per event\n - ygen: stable generator particles, zero-padded to N per event\n - ycand: baseline particle flow particles, zero-padded to N per event",
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"fileFormat": "array_record",
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"location": {
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"urls": [
|
| 8 |
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"https://github.com/jpata/particleflow"
|
| 9 |
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]
|
| 10 |
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},
|
| 11 |
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"moduleName": "clic_pf_edm4hep.ttbar",
|
| 12 |
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"name": "clic_edm_ttbar_pf",
|
| 13 |
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"releaseNotes": {
|
| 14 |
+
"1.0.0": "Initial release.",
|
| 15 |
+
"1.1.0": "update stats, move to 380 GeV",
|
| 16 |
+
"1.2.0": "sin/cos phi separately",
|
| 17 |
+
"1.3.0": "Update stats to ~1M events",
|
| 18 |
+
"1.4.0": "Fix ycand matching",
|
| 19 |
+
"1.5.0": "Regenerate with ARRAY_RECORD",
|
| 20 |
+
"2.0.0": "Add ispu, genjets, genmet; disable genjet_idx; truth def not based on gp.status==1",
|
| 21 |
+
"2.1.0": "Bump dataset size",
|
| 22 |
+
"2.2.0": "New target definition, fix truth jets, add targetjets and jet idx",
|
| 23 |
+
"2.3.0": "Fix target/truth momentum, st=1 more inclusive: PR352",
|
| 24 |
+
"2.5.0": "Use 10 splits, skip 2.4.0 to unify with CMS datasets",
|
| 25 |
+
"3.0.0": "New generation with v1.2.4_key4hep_2025-05-29_CLIC_819e4e",
|
| 26 |
+
"3.1.0": "New generation with v1.2.5_key4hep_2025-05-29 500k events",
|
| 27 |
+
"3.2.0": "add particle_number to Y_FEATURES"
|
| 28 |
+
},
|
| 29 |
+
"splits": [
|
| 30 |
+
{
|
| 31 |
+
"filepathTemplate": "{DATASET}-{SPLIT}.{FILEFORMAT}-{SHARD_X_OF_Y}",
|
| 32 |
+
"name": "train",
|
| 33 |
+
"numBytes": "1160136003",
|
| 34 |
+
"shardLengths": [
|
| 35 |
+
"2812",
|
| 36 |
+
"2813",
|
| 37 |
+
"2813",
|
| 38 |
+
"2812",
|
| 39 |
+
"2812",
|
| 40 |
+
"2813",
|
| 41 |
+
"2813",
|
| 42 |
+
"2812",
|
| 43 |
+
"2812",
|
| 44 |
+
"2813",
|
| 45 |
+
"2813",
|
| 46 |
+
"2812",
|
| 47 |
+
"2812",
|
| 48 |
+
"2813",
|
| 49 |
+
"2813",
|
| 50 |
+
"2812"
|
| 51 |
+
]
|
| 52 |
+
},
|
| 53 |
+
{
|
| 54 |
+
"filepathTemplate": "{DATASET}-{SPLIT}.{FILEFORMAT}-{SHARD_X_OF_Y}",
|
| 55 |
+
"name": "test",
|
| 56 |
+
"numBytes": "129311355",
|
| 57 |
+
"shardLengths": [
|
| 58 |
+
"5000"
|
| 59 |
+
]
|
| 60 |
+
}
|
| 61 |
+
],
|
| 62 |
+
"version": "3.2.0"
|
| 63 |
+
}
|
tensorflow_datasets/clic/clic_edm_ttbar_pf/1/3.2.0/features.json
ADDED
|
@@ -0,0 +1,80 @@
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|
| 1 |
+
{
|
| 2 |
+
"featuresDict": {
|
| 3 |
+
"features": {
|
| 4 |
+
"X": {
|
| 5 |
+
"pythonClassName": "tensorflow_datasets.core.features.tensor_feature.Tensor",
|
| 6 |
+
"tensor": {
|
| 7 |
+
"dtype": "float32",
|
| 8 |
+
"encoding": "none",
|
| 9 |
+
"shape": {
|
| 10 |
+
"dimensions": [
|
| 11 |
+
"-1",
|
| 12 |
+
"17"
|
| 13 |
+
]
|
| 14 |
+
}
|
| 15 |
+
}
|
| 16 |
+
},
|
| 17 |
+
"genjets": {
|
| 18 |
+
"pythonClassName": "tensorflow_datasets.core.features.tensor_feature.Tensor",
|
| 19 |
+
"tensor": {
|
| 20 |
+
"dtype": "float32",
|
| 21 |
+
"encoding": "none",
|
| 22 |
+
"shape": {
|
| 23 |
+
"dimensions": [
|
| 24 |
+
"-1",
|
| 25 |
+
"4"
|
| 26 |
+
]
|
| 27 |
+
}
|
| 28 |
+
}
|
| 29 |
+
},
|
| 30 |
+
"genmet": {
|
| 31 |
+
"pythonClassName": "tensorflow_datasets.core.features.scalar.Scalar",
|
| 32 |
+
"tensor": {
|
| 33 |
+
"dtype": "float32",
|
| 34 |
+
"encoding": "none",
|
| 35 |
+
"shape": {}
|
| 36 |
+
}
|
| 37 |
+
},
|
| 38 |
+
"targetjets": {
|
| 39 |
+
"pythonClassName": "tensorflow_datasets.core.features.tensor_feature.Tensor",
|
| 40 |
+
"tensor": {
|
| 41 |
+
"dtype": "float32",
|
| 42 |
+
"encoding": "none",
|
| 43 |
+
"shape": {
|
| 44 |
+
"dimensions": [
|
| 45 |
+
"-1",
|
| 46 |
+
"4"
|
| 47 |
+
]
|
| 48 |
+
}
|
| 49 |
+
}
|
| 50 |
+
},
|
| 51 |
+
"ycand": {
|
| 52 |
+
"pythonClassName": "tensorflow_datasets.core.features.tensor_feature.Tensor",
|
| 53 |
+
"tensor": {
|
| 54 |
+
"dtype": "float32",
|
| 55 |
+
"encoding": "none",
|
| 56 |
+
"shape": {
|
| 57 |
+
"dimensions": [
|
| 58 |
+
"-1",
|
| 59 |
+
"14"
|
| 60 |
+
]
|
| 61 |
+
}
|
| 62 |
+
}
|
| 63 |
+
},
|
| 64 |
+
"ytarget": {
|
| 65 |
+
"pythonClassName": "tensorflow_datasets.core.features.tensor_feature.Tensor",
|
| 66 |
+
"tensor": {
|
| 67 |
+
"dtype": "float32",
|
| 68 |
+
"encoding": "none",
|
| 69 |
+
"shape": {
|
| 70 |
+
"dimensions": [
|
| 71 |
+
"-1",
|
| 72 |
+
"14"
|
| 73 |
+
]
|
| 74 |
+
}
|
| 75 |
+
}
|
| 76 |
+
}
|
| 77 |
+
}
|
| 78 |
+
},
|
| 79 |
+
"pythonClassName": "tensorflow_datasets.core.features.features_dict.FeaturesDict"
|
| 80 |
+
}
|
tensorflow_datasets/clic/clic_edm_ttbar_pf/1/3.2.0/metadata.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{"x_features_track": ["elemtype", "pt", "eta", "sin_phi", "cos_phi", "p", "chi2", "ndf", "dEdx", "dEdxError", "radiusOfInnermostHit", "tanLambda", "D0", "omega", "Z0", "time"], "x_features_cluster": ["elemtype", "et", "eta", "sin_phi", "cos_phi", "energy", "position.x", "position.y", "position.z", "iTheta", "energy_ecal", "energy_hcal", "energy_other", "num_hits", "sigma_x", "sigma_y", "sigma_z"], "y_features": ["PDG", "charge", "pt", "eta", "sin_phi", "cos_phi", "energy", "ispu", "generatorStatus", "simulatorStatus", "gp_to_track", "gp_to_cluster", "jet_idx", "particle_number"]}
|