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@@ -58,3 +58,22 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 # Video files - compressed
 *.mp4 filter=lfs diff=lfs merge=lfs -text
 *.webm filter=lfs diff=lfs merge=lfs -text
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+OpusCellDiff_cfg_prob_0.15_new_config_steps_1500k/evaluation_results/CRISPRi_real_de.csv filter=lfs diff=lfs merge=lfs -text
+OpusCellDiff_cfg_prob_0.15_new_config_steps_1500k/evaluation_results/PRJNA524331_real_de.csv filter=lfs diff=lfs merge=lfs -text
+OpusCellDiff_cfg_prob_0.15_new_config_steps_1500k/evaluation_results/UPR_Perturb_seq_pred_de.csv filter=lfs diff=lfs merge=lfs -text
+OpusCellDiff_cfg_prob_0.15_new_config_steps_1500k/evaluation_results/UPR_Perturb_seq_real_de.csv filter=lfs diff=lfs merge=lfs -text
+OpusCellDiff_cfg_prob_0.15_new_config_steps_1500k/evaluation_results_cfg2.0/CRISPRi_pred_de.csv filter=lfs diff=lfs merge=lfs -text
+OpusCellDiff_cfg_prob_0.15_new_config_steps_1500k/evaluation_results_cfg2.0/CRISPRi_real_de.csv filter=lfs diff=lfs merge=lfs -text
+OpusCellDiff_cfg_prob_0.15_new_config_steps_1500k/evaluation_results_cfg2.0/PRJNA524331_pred_de.csv filter=lfs diff=lfs merge=lfs -text
+OpusCellDiff_cfg_prob_0.15_new_config_steps_1500k/evaluation_results_cfg2.0/PRJNA524331_real_de.csv filter=lfs diff=lfs merge=lfs -text
+OpusCellDiff_cfg_prob_0.15_new_config_steps_1500k/evaluation_results_cfg2.0/UPR_Perturb_seq_pred_de.csv filter=lfs diff=lfs merge=lfs -text
+OpusCellDiff_cfg_prob_0.15_new_config_steps_1500k/evaluation_results_cfg2.0/UPR_Perturb_seq_real_de.csv filter=lfs diff=lfs merge=lfs -text
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+OpusCellDiff_cfg_prob_0.15_new_config_steps_1500k/opuscell_adata_pred.h5ad filter=lfs diff=lfs merge=lfs -text
+OpusCellDiff_cfg_prob_0.15_new_config_steps_1500k/opuscell_adata_real.h5ad filter=lfs diff=lfs merge=lfs -text

OpusCellDiff_cfg_prob_0.15_new_config_steps_1500k/evaluation_results/CRISPRi_agg_results.csv

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OpusCellDiff_cfg_prob_0.15_new_config_steps_1500k/evaluation_results/CRISPRi_pred_de.csv

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OpusCellDiff_cfg_prob_0.15_new_config_steps_1500k/evaluation_results/CRISPRi_results.csv

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OpusCellDiff_cfg_prob_0.15_new_config_steps_1500k/evaluation_results/PRJNA524331_agg_results.csv

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OpusCellDiff_cfg_prob_0.15_new_config_steps_1500k/evaluation_results/PRJNA524331_real_de.csv

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OpusCellDiff_cfg_prob_0.15_new_config_steps_1500k/evaluation_results/PRJNA595864_agg_results.csv

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OpusCellDiff_cfg_prob_0.15_new_config_steps_1500k/evaluation_results/PRJNA595864_results.csv

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OpusCellDiff_cfg_prob_0.15_new_config_steps_1500k/evaluation_results/UPR_Perturb_seq_agg_results.csv

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OpusCellDiff_cfg_prob_0.15_new_config_steps_1500k/evaluation_results/UPR_Perturb_seq_pred_de.csv

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OpusCellDiff_cfg_prob_0.15_new_config_steps_1500k/evaluation_results/UPR_Perturb_seq_real_de.csv

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OpusCellDiff_cfg_prob_0.15_new_config_steps_1500k/evaluation_results/UPR_Perturb_seq_results.csv

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OpusCellDiff_cfg_prob_0.15_new_config_steps_1500k/evaluation_results/UPR_epistasis_agg_results.csv

@@ -0,0 +1,10 @@
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OpusCellDiff_cfg_prob_0.15_new_config_steps_1500k/evaluation_results/UPR_epistasis_results.csv

@@ -0,0 +1,2 @@
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OpusCellDiff_cfg_prob_0.15_new_config_steps_1500k/evaluation_results/day7neuron_agg_results.csv

@@ -0,0 +1,10 @@
+statistic , overlap_at_N         , overlap_at_50         , overlap_at_100       , overlap_at_200       , overlap_at_500       , precision_at_N      , precision_at_50       , precision_at_100     , precision_at_200    , precision_at_500    , de_spearman_sig       , de_direction_match  , de_spearman_lfc_sig , de_sig_genes_recall  , de_nsig_counts_real, de_nsig_counts_pred, pr_auc                , roc_auc            , pearson_delta       , mse                  , mae                 , mse_delta             , mae_delta            , discrimination_score_l1, discrimination_score_l2, discrimination_score_cosine, pearson_edistance     , clustering_agreement
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+50%       ,  0.0                 ,  0.0                  ,  0.0                 ,  0.0                 ,  0.0                 ,  0.0                ,  0.0                  ,  0.0                 ,  0.0                ,  0.0                , 0.5384881562532028    ,  0.6494464944649446 , 0.020780547547038588,  0.0                 ,    88.0            ,   0.0              ,  0.04789571843385875  ,  0.498982          , 0.015487084165215492,  0.014707636088132858,  0.08134480565786362,  0.005918951239436865 ,  0.05252809077501297 ,     0.5555555555555556 ,     0.5                ,         0.6111111111111112 , 0.6721043250936285    , 0.01920111541464034
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OpusCellDiff_cfg_prob_0.15_new_config_steps_1500k/evaluation_results/day7neuron_results.csv

@@ -0,0 +1,19 @@
+perturbation,overlap_at_N,overlap_at_50,overlap_at_100,overlap_at_200,overlap_at_500,precision_at_N,precision_at_50,precision_at_100,precision_at_200,precision_at_500,de_spearman_sig,de_direction_match,de_spearman_lfc_sig,de_sig_genes_recall,de_nsig_counts_real,de_nsig_counts_pred,pr_auc,roc_auc,pearson_delta,mse,mae,mse_delta,mae_delta,discrimination_score_l1,discrimination_score_l2,discrimination_score_cosine,pearson_edistance,clustering_agreement
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+HMGCS1,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.5384881562532028,0.16666666666666666,-0.0005639452057853449,0.0,66.0,0.0,0.03326082086697248,0.5035097615242392,-0.16875463724136353,0.029711870476603508,0.11924570053815842,0.017750335857272148,0.0900203064084053,0.11111111111111116,0.05555555555555558,0.33333333333333337,0.6721043250936285,0.01920111541464034
+MAP3K12,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.5384881562532028,0.5384615384615384,-0.06043956043956044,0.0,13.0,0.0,0.0065756196256954984,0.49572219426270764,0.015487084165215492,0.010540150105953217,0.06410180777311325,0.0012174296425655484,0.02206752449274063,1.0,1.0,0.33333333333333337,0.6721043250936285,0.01920111541464034
+MAT2A,0.1277591973244147,0.08,0.17,0.265,0.246,0.27319587628865977,0.08,0.17,0.27319587628865977,0.27319587628865977,0.5384881562532028,0.8548494983277592,0.321443325211852,0.1277591973244147,1495.0,194.0,0.8494378858039078,0.6737951587800921,0.61195307970047,0.009629433043301105,0.06568864732980728,0.012513404712080956,0.07046549022197723,0.2222222222222222,0.2222222222222222,1.0,0.6721043250936285,0.01920111541464034
+MMAB,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.5384881562532028,0.27629233511586454,0.0444404193252843,0.0,561.0,1.0,0.2773865891940136,0.4829321709099333,-0.18353497982025146,0.01768198050558567,0.08905892819166183,0.005918951239436865,0.05252809077501297,0.5555555555555556,0.6111111111111112,0.33333333333333337,0.6721043250936285,0.01920111541464034
+MVK,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.5384881562532028,0.625,0.2876791941108098,0.0,88.0,0.0,0.045740148081871435,0.5062702073031571,0.09130005538463593,0.013809433206915855,0.07713991403579712,0.004308539908379316,0.04273902252316475,0.6666666666666667,0.6666666666666667,0.9444444444444444,0.6721043250936285,0.01920111541464034
+PGGT1B,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.5384881562532028,0.75,0.3226788508548412,0.0,24.0,0.0,0.012151898734177215,0.4913967611336032,0.06277817487716675,0.020437641069293022,0.09281672537326813,0.009239492937922478,0.06210359185934067,0.38888888888888884,0.4444444444444444,0.8333333333333334,0.6721043250936285,0.01920111541464034
+PMVK,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.5384881562532028,0.6666666666666666,-0.1,0.0,9.0,0.0,0.0045362903225806455,0.4932194876946258,0.2146960198879242,0.01794556900858879,0.08934132754802704,0.007883258163928986,0.0601176843047142,0.4444444444444444,0.4444444444444444,0.6111111111111112,0.6721043250936285,0.01920111541464034
+PPCDC,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.5384881562532028,0.6,-0.3212121212121212,0.0,10.0,0.0,0.013638660480499795,0.5262060301507537,-0.032430365681648254,0.011948361061513424,0.06910815089941025,0.002454340923577547,0.03154894337058067,0.9444444444444444,0.9444444444444444,0.8888888888888888,0.6721043250936285,0.01920111541464034
+PPP1R8,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.5384881562532028,0.4,0.37142857142857144,0.0,15.0,0.0,0.007625826131164209,0.5002518891687657,-0.09180000424385071,0.02308684214949608,0.10249163955450058,0.011709120124578476,0.07143766433000565,0.2777777777777778,0.2777777777777778,0.2777777777777778,0.6721043250936285,0.01920111541464034
+PPP2R1A,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.5384881562532028,0.7559055118110236,0.13143506962435722,0.0,1651.0,0.0,0.8201604656171722,0.4849227437048658,-0.05635572969913483,0.025408394634723663,0.10967965424060822,0.01228716317564249,0.07658915966749191,0.16666666666666663,0.16666666666666663,0.5,0.6721043250936285,0.01920111541464034
+RAB7A,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.5384881562532028,0.8049180327868852,-0.19248127117941774,0.0,610.0,0.0,0.30616685997052906,0.4965390965915792,0.25159186124801636,0.013486254028975964,0.07407891005277634,0.0026944188866764307,0.034032952040433884,0.7222222222222222,0.7222222222222222,0.8333333333333334,0.6721043250936285,0.01920111541464034
+RFK,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.5384881562532028,0.2909090909090909,-0.17265512265512264,0.0,55.0,0.0,0.04789571843385875,0.5300771208226221,-0.03514730930328369,0.012390258722007275,0.07256786525249481,0.0030823317356407642,0.03747512772679329,0.8333333333333334,0.8333333333333334,0.5,0.6721043250936285,0.01920111541464034
+SQLE,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.5384881562532028,0.45918367346938777,-0.021874024265727272,0.0,98.0,0.0,0.0538671819943559,0.5085141312045324,-0.024950485676527023,0.025227593258023262,0.10643121600151062,0.013662065379321575,0.07709229737520218,0.2222222222222222,0.2222222222222222,0.38888888888888884,0.6721043250936285,0.01920111541464034
+UBA1,0.002497918401332223,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.5384881562532028,0.8467943380516236,0.020780547547038588,0.002497918401332223,1201.0,4.0,0.619034172697626,0.5300041996709043,0.29103654623031616,0.012682591564953327,0.0724630057811737,0.002567057032138109,0.033911895006895065,0.7777777777777778,0.7777777777777778,1.0,0.6721043250936285,0.01920111541464034
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+UROD,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.5384881562532028,0.51,-0.1654005016020064,0.0,500.0,0.0,0.25006363095709844,0.498982,-0.09793625771999359,0.014461511746048927,0.08134480565786362,0.00570267578586936,0.05125000327825546,0.5,0.5,0.16666666666666663,0.6721043250936285,0.01920111541464034

OpusCellDiff_cfg_prob_0.15_new_config_steps_1500k/evaluation_results/pilot_agg_results.csv

@@ -0,0 +1,10 @@
+statistic , overlap_at_N        , overlap_at_50       , overlap_at_100      , overlap_at_200      , overlap_at_500      , precision_at_N      , precision_at_50, precision_at_100    , precision_at_200    , precision_at_500    , de_spearman_sig      , de_direction_match , de_spearman_lfc_sig, de_sig_genes_recall, de_nsig_counts_real, de_nsig_counts_pred, pr_auc               , roc_auc            , pearson_delta        , mse                  , mae                  , mse_delta            , mae_delta            , discrimination_score_l1, discrimination_score_l2, discrimination_score_cosine, pearson_edistance  , clustering_agreement
+count     , 7.0                 , 7.0                 , 7.0                 , 7.0                 , 7.0                 , 7.0                 ,            7.0 , 7.0                 , 7.0                 , 7.0                 , 7.0                  , 7.0                , 7.0                , 7.0                ,    7.0             ,    7.0             , 7.0                  , 7.0                , 7.0                  , 7.0                  , 7.0                  , 7.0                  , 7.0                  ,      7.0               ,      7.0               ,         7.0                , 7.0                ,                  7.0
+null_count, 0.0                 , 0.0                 , 0.0                 , 0.0                 , 0.0                 , 0.0                 ,            0.0 , 0.0                 , 0.0                 , 0.0                 , 0.0                  , 0.0                , 0.0                , 0.0                ,    0.0             ,    0.0             , 0.0                  , 0.0                , 0.0                  , 0.0                  , 0.0                  , 0.0                  , 0.0                  ,      0.0               ,      0.0               ,         0.0                , 0.0                ,                  0.0
+mean      , 0.027514207744194476, 0.024237484467471197, 0.029951770181756914, 0.027514207744194476, 0.027514207744194476, 0.025225775937078993,            0.02, 0.021428571428571432, 0.021011039547624916, 0.02500207986619136 , 0.5714285714285713   , 0.6164615275628101 , 0.17813789334117716, 0.20567851726631028,   44.42857142857143,  379.42857142857144, 0.03903607691629935  , 0.504903364081566  , 0.09737623469637972  , 0.0031579362361558844, 0.03618332690426281  , 0.0006995577922290457, 0.016722233965992928 ,      0.6122448979591838,      0.5918367346938774,         0.7142857142857143 , 0.20249339844410888,                  0.0
+std       , 0.027581881729260148, 0.023771548570283317, 0.03168319465849077 , 0.027581881729260148, 0.027581881729260148, 0.029573961048939973,            0.02, 0.028535691936340257, 0.020711205087301576, 0.030034675597888593, 1.199177923332954e-16, 0.13701306624813195, 0.3783193703904245 , 0.21116387587056537,   46.26322204825032,  401.1312574635461 , 0.05406108510106727  , 0.07792105777214794, 0.14236898382045868  , 0.0002838792345446761, 0.0016194690654683346, 0.0002738574174466827, 0.0018523899314417086,      0.305441419328485 ,      0.3022429917214022,         0.21821789023599236, 0.0                ,                  0.0
+min       , 0.0                 , 0.0                 , 0.0                 , 0.0                 , 0.0                 , 0.0                 ,            0.0 , 0.0                 , 0.0                 , 0.0                 , 0.5714285714285714   , 0.4523809523809524 , -0.4755244755244755, 0.0                ,    9.0             ,   22.0             , 0.0045180428369337635, 0.41191656136471333, -0.009833824820816517, 0.002782953204587102 , 0.034184616059064865 , 0.0004333582182880491, 0.014724105596542358 ,      0.1428571428571429,      0.1428571428571429,         0.4285714285714286 , 0.20249339844410888,                  0.0
+25%       , 0.0                 , 0.0                 , 0.0                 , 0.0                 , 0.0                 , 0.012195121951219513,            0.0 , 0.0                 , 0.012195121951219513, 0.012195121951219513, 0.5714285714285714   , 0.5384615384615384 , 0.12373389514626043, 0.07692307692307693,   19.0             ,  164.0             , 0.015388224137495726 , 0.46530194744812564, 0.021262498572468758 , 0.003073751926422119 , 0.03549812734127045  , 0.0005699198809452355, 0.015618400648236275 ,      0.5714285714285714,      0.5714285714285714,         0.5714285714285714 , 0.20249339844410888,                  0.0
+50%       , 0.029411764705882353, 0.029411764705882353, 0.029411764705882353, 0.029411764705882353, 0.029411764705882353, 0.013937282229965157,            0.02, 0.02                , 0.015               , 0.013937282229965157, 0.5714285714285714   , 0.5789473684210527 , 0.2123281823614787 , 0.14285714285714285,   34.0             ,  165.0             , 0.02735256334666672  , 0.4873597857023272 , 0.0342339426279068   , 0.0030886756721884012, 0.03592170029878616  , 0.0006534011918120086, 0.01665402203798294  ,      0.7142857142857143,      0.5714285714285714,         0.7142857142857143 , 0.20249339844410888,                  0.0
+75%       , 0.05263157894736842 , 0.047619047619047616, 0.05263157894736842 , 0.05263157894736842 , 0.05263157894736842 , 0.03636363636363636 ,            0.04, 0.03                , 0.03636363636363636 , 0.03636363636363636 , 0.5714285714285714   , 0.7552447552447552 , 0.5090818805607538 , 0.42105263157894735,   52.0             ,  939.0             , 0.029976103786895192 , 0.582835312237574  , 0.19344663619995117  , 0.003285028738901019 , 0.03735339269042015  , 0.0008625482441857457, 0.018583552911877632 ,      0.8571428571428572,      0.8571428571428572,         1.0                , 0.20249339844410888,                  0.0
+max       , 0.06293706293706294 , 0.05263157894736842 , 0.08                , 0.06293706293706294 , 0.06293706293706294 , 0.08732694355697551 ,            0.04, 0.08                , 0.06                , 0.088               , 0.5714285714285714   , 0.8235294117647058 , 0.6                , 0.5734265734265734 ,  143.0             ,  971.0             , 0.15926440202934536  , 0.589476991203399  , 0.3827168047428131   , 0.003708805190399289 , 0.03899499773979187  , 0.0012331277830526233, 0.019684357568621635 ,      1.0               ,      1.0               ,         1.0                , 0.20249339844410888,                  0.0

OpusCellDiff_cfg_prob_0.15_new_config_steps_1500k/evaluation_results/pilot_results.csv

@@ -0,0 +1,8 @@
+perturbation, overlap_at_N        , overlap_at_50       , overlap_at_100      , overlap_at_200      , overlap_at_500      , precision_at_N      , precision_at_50, precision_at_100, precision_at_200    , precision_at_500    , de_spearman_sig   , de_direction_match, de_spearman_lfc_sig , de_sig_genes_recall , de_nsig_counts_real, de_nsig_counts_pred, pr_auc               , roc_auc            , pearson_delta        , mse                  , mae                 , mse_delta             , mae_delta           , discrimination_score_l1, discrimination_score_l2, discrimination_score_cosine, pearson_edistance  , clustering_agreement
+BHLHE40     , 0.0                 , 0.0                 , 0.0                 , 0.0                 , 0.0                 , 0.013937282229965157,            0.0 ,             0.0 , 0.005               , 0.013937282229965157, 0.5714285714285714, 0.5384615384615384, 0.2123281823614787  , 0.07692307692307693 ,                52.0,               287.0, 0.02735256334666672  , 0.41191656136471333, 0.0342339426279068   , 0.0030941003933548927, 0.03549812734127045 , 0.0008625482441857457 , 0.018583552911877632,      0.2857142857142857,      0.2857142857142857,          0.5714285714285714, 0.20249339844410888,                  0.0
+CREB1       , 0.0                 , 0.0                 , 0.0                 , 0.0                 , 0.0                 , 0.012195121951219513,            0.0 ,             0.0 , 0.012195121951219513, 0.012195121951219513, 0.5714285714285714, 0.5               , -0.4755244755244755 , 0.16666666666666666 ,                12.0,               164.0, 0.007022653029587489 , 0.4193284708249497 , 0.021262498572468758 , 0.002782953204587102 , 0.034184616059064865, 0.0004333582182880491 , 0.014724105596542358,      0.8571428571428572,      0.8571428571428572,          0.7142857142857143, 0.20249339844410888,                  0.0
+DDIT3       , 0.0                 , 0.0                 , 0.0                 , 0.0                 , 0.0                 , 0.0                 ,            0.0 ,             0.0 , 0.0                 , 0.0                 , 0.5714285714285714, 0.6666666666666666, 0.6                 , 0.0                 ,                 9.0,                22.0, 0.0045180428369337635, 0.4873597857023272 , 0.04701365530490875  , 0.0030886756721884012, 0.03592170029878616 , 0.00048137950943782926, 0.014955615624785423,      0.7142857142857143,      0.7142857142857143,          0.7142857142857143, 0.20249339844410888,                  0.0
+EP300       , 0.05263157894736842 , 0.05263157894736842 , 0.05263157894736842 , 0.05263157894736842 , 0.05263157894736842 , 0.008238928939237899,            0.02,             0.02, 0.015               , 0.006               , 0.5714285714285714, 0.5789473684210527, -0.12280701754385964, 0.42105263157894735 ,                19.0,               971.0, 0.015388224137495726 , 0.46530194744812564, -0.009833824820816517, 0.003072238527238369 , 0.03483099490404129 , 0.0006534011918120086 , 0.016835583373904228,      1.0               ,      1.0               ,          0.4285714285714286, 0.20249339844410888,                  0.0
+SNAI1       , 0.047619047619047616, 0.047619047619047616, 0.047619047619047616, 0.047619047619047616, 0.047619047619047616, 0.03636363636363636 ,            0.04,             0.03, 0.03636363636363636 , 0.03636363636363636 , 0.5714285714285714, 0.4523809523809524, 0.12373389514626043 , 0.14285714285714285 ,                42.0,               165.0, 0.029976103786895192 , 0.578104479789873  , 0.012793930247426033 , 0.003285028738901019 , 0.03735339269042015 , 0.0006631697178818285 , 0.01665402203798294 ,      0.5714285714285714,      0.5714285714285714,          0.5714285714285714, 0.20249339844410888,                  0.0
+SPI1        , 0.06293706293706294 , 0.04                , 0.08                , 0.06293706293706294 , 0.06293706293706294 , 0.08732694355697551 ,            0.04,             0.08, 0.06                , 0.088               , 0.5714285714285714, 0.7552447552447552, 0.5090818805607538  , 0.5734265734265734  ,               143.0,               939.0, 0.15926440202934536  , 0.582835312237574  , 0.3827168047428131   , 0.003708805190399289 , 0.03899499773979187 , 0.0012331277830526233 , 0.019684357568621635,      0.1428571428571429,      0.1428571428571429,          1.0               , 0.20249339844410888,                  0.0
+ZNF326      , 0.029411764705882353, 0.029411764705882353, 0.029411764705882353, 0.029411764705882353, 0.029411764705882353, 0.018518518518518517,            0.04,             0.02, 0.018518518518518517, 0.018518518518518517, 0.5714285714285714, 0.8235294117647058, 0.4001527883880825  , 0.058823529411764705,                34.0,               108.0, 0.029730549247171216 , 0.589476991203399  , 0.19344663619995117  , 0.003073751926422119 , 0.03649945929646492 , 0.0005699198809452355 , 0.015618400648236275,      0.7142857142857143,      0.5714285714285714,          1.0               , 0.20249339844410888,                  0.0

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