Archive 4 checkpoints (1-4)
Browse files- paper-releases/pbisc-diffusion/updates/20261015T121654Z-x1-nine-core40-deck/diffusion/dataset/server_1/model8/presentations/2026-09-30--paper-summary--r00/data/x1_priority_20261015/builds/20261015T120743086141Z/sources/0cf1296c4bbbbe64/donor_deg_summary.csv +26 -0
- paper-releases/pbisc-diffusion/updates/20261015T121654Z-x1-nine-core40-deck/diffusion/dataset/server_1/model8/presentations/2026-09-30--paper-summary--r00/data/x1_priority_20261015/builds/20261015T120743086141Z/sources/1e52671f4ae15b5b/donor_bootstrap_2000.csv +113 -0
- paper-releases/pbisc-diffusion/updates/20261015T121654Z-x1-nine-core40-deck/diffusion/dataset/server_1/model8/presentations/2026-09-30--paper-summary--r00/data/x1_priority_20261015/builds/20261015T120743086141Z/sources/367626cb45691be7/support.json +143 -0
- paper-releases/pbisc-diffusion/updates/20261015T121654Z-x1-nine-core40-deck/diffusion/dataset/server_1/model8/presentations/2026-09-30--paper-summary--r00/data/x1_priority_20261015/builds/20261015T120743086141Z/sources/815747473f451dd6/summary.json +212 -0
paper-releases/pbisc-diffusion/updates/20261015T121654Z-x1-nine-core40-deck/diffusion/dataset/server_1/model8/presentations/2026-09-30--paper-summary--r00/data/x1_priority_20261015/builds/20261015T120743086141Z/sources/0cf1296c4bbbbe64/donor_deg_summary.csv
ADDED
|
@@ -0,0 +1,26 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
arm,celltype,status,observed_status,generated_status,n_case_donors_observed,n_control_donors_observed,n_case_donors_generated,n_control_donors_generated,method_observed,method_generated,reason_observed,reason_generated,reason_fit,reason_population,top50_overlap_count,observed_top50_size,generated_top50_size
|
| 2 |
+
lora,T cell,ok,ok,ok,32,32,32,32,edgeR_TMM_limma_voom_duplicateCorrelation,edgeR_TMM_limma_voom_duplicateCorrelation,,,,,10,50,50
|
| 3 |
+
lora,B cell,ok,ok,ok,32,32,32,32,edgeR_TMM_limma_voom_duplicateCorrelation,edgeR_TMM_limma_voom_duplicateCorrelation,,,,,0,50,50
|
| 4 |
+
lora,Monocyte,ok,ok,ok,32,32,32,32,edgeR_TMM_limma_voom_duplicateCorrelation,edgeR_TMM_limma_voom_duplicateCorrelation,,,,,13,50,50
|
| 5 |
+
lora,NK cell,ok,ok,ok,32,32,32,32,edgeR_TMM_limma_voom_duplicateCorrelation,edgeR_TMM_limma_voom_duplicateCorrelation,,,,,6,50,50
|
| 6 |
+
lora,DC,ok,ok,ok,32,32,31,31,edgeR_TMM_limma_voom_duplicateCorrelation,edgeR_TMM_limma_voom_duplicateCorrelation,,,,,10,50,50
|
| 7 |
+
pairedcal,T cell,ok,ok,ok,32,32,32,32,edgeR_TMM_limma_voom_duplicateCorrelation,edgeR_TMM_limma_voom_duplicateCorrelation,,,,,9,50,50
|
| 8 |
+
pairedcal,B cell,ok,ok,ok,32,32,32,32,edgeR_TMM_limma_voom_duplicateCorrelation,edgeR_TMM_limma_voom_duplicateCorrelation,,,,,0,50,50
|
| 9 |
+
pairedcal,Monocyte,ok,ok,ok,32,32,32,32,edgeR_TMM_limma_voom_duplicateCorrelation,edgeR_TMM_limma_voom_duplicateCorrelation,,,,,10,50,50
|
| 10 |
+
pairedcal,NK cell,ok,ok,ok,32,32,32,32,edgeR_TMM_limma_voom_duplicateCorrelation,edgeR_TMM_limma_voom_duplicateCorrelation,,,,,9,50,50
|
| 11 |
+
pairedcal,DC,ok,ok,ok,32,32,32,32,edgeR_TMM_limma_voom_duplicateCorrelation,edgeR_TMM_limma_voom_duplicateCorrelation,,,,,2,50,50
|
| 12 |
+
scsemi,T cell,ok,ok,ok,32,32,32,32,edgeR_TMM_limma_voom_duplicateCorrelation,edgeR_TMM_limma_voom_duplicateCorrelation,,,,,5,50,50
|
| 13 |
+
scsemi,B cell,ok,ok,ok,32,32,32,32,edgeR_TMM_limma_voom_duplicateCorrelation,edgeR_TMM_limma_voom_duplicateCorrelation,,,,,0,50,50
|
| 14 |
+
scsemi,Monocyte,ok,ok,ok,32,32,32,32,edgeR_TMM_limma_voom_duplicateCorrelation,edgeR_TMM_limma_voom_duplicateCorrelation,,,,,9,50,50
|
| 15 |
+
scsemi,NK cell,ok,ok,ok,32,32,32,32,edgeR_TMM_limma_voom_duplicateCorrelation,edgeR_TMM_limma_voom_duplicateCorrelation,,,,,2,50,50
|
| 16 |
+
scsemi,DC,ok,ok,ok,32,32,32,32,edgeR_TMM_limma_voom_duplicateCorrelation,edgeR_TMM_limma_voom_duplicateCorrelation,,,,,4,50,50
|
| 17 |
+
raw,T cell,ok,ok,ok,32,32,32,32,edgeR_TMM_limma_voom_duplicateCorrelation,edgeR_TMM_limma_voom_duplicateCorrelation,,,,,11,50,50
|
| 18 |
+
raw,B cell,ok,ok,ok,32,32,32,32,edgeR_TMM_limma_voom_duplicateCorrelation,edgeR_TMM_limma_voom_duplicateCorrelation,,,,,0,50,50
|
| 19 |
+
raw,Monocyte,ok,ok,ok,32,32,32,32,edgeR_TMM_limma_voom_duplicateCorrelation,edgeR_TMM_limma_voom_duplicateCorrelation,,,,,13,50,50
|
| 20 |
+
raw,NK cell,ok,ok,ok,32,32,32,32,edgeR_TMM_limma_voom_duplicateCorrelation,edgeR_TMM_limma_voom_duplicateCorrelation,,,,,11,50,50
|
| 21 |
+
raw,DC,ok,ok,ok,32,32,32,32,edgeR_TMM_limma_voom_duplicateCorrelation,edgeR_TMM_limma_voom_duplicateCorrelation,,,,,9,50,50
|
| 22 |
+
refcal,T cell,ok,ok,ok,32,32,32,32,edgeR_TMM_limma_voom_duplicateCorrelation,edgeR_TMM_limma_voom_duplicateCorrelation,,,,,7,50,50
|
| 23 |
+
refcal,B cell,ok,ok,ok,32,32,32,32,edgeR_TMM_limma_voom_duplicateCorrelation,edgeR_TMM_limma_voom_duplicateCorrelation,,,,,0,50,50
|
| 24 |
+
refcal,Monocyte,ok,ok,ok,32,32,32,32,edgeR_TMM_limma_voom_duplicateCorrelation,edgeR_TMM_limma_voom_duplicateCorrelation,,,,,7,50,50
|
| 25 |
+
refcal,NK cell,ok,ok,ok,32,32,32,32,edgeR_TMM_limma_voom_duplicateCorrelation,edgeR_TMM_limma_voom_duplicateCorrelation,,,,,5,50,50
|
| 26 |
+
refcal,DC,ok,ok,ok,32,32,32,32,edgeR_TMM_limma_voom_duplicateCorrelation,edgeR_TMM_limma_voom_duplicateCorrelation,,,,,2,50,50
|
paper-releases/pbisc-diffusion/updates/20261015T121654Z-x1-nine-core40-deck/diffusion/dataset/server_1/model8/presentations/2026-09-30--paper-summary--r00/data/x1_priority_20261015/builds/20261015T120743086141Z/sources/1e52671f4ae15b5b/donor_bootstrap_2000.csv
ADDED
|
@@ -0,0 +1,113 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
arm,baseline,estimate,ci_low,ci_high,n_donors,n_paired_samples,n_excluded_nonfinite_pairs,n_boot,seed,bootstrap_unit,metric,status
|
| 2 |
+
pairedcal,lora,0.006343413500953011,-0.048713917910175215,0.05756969385714243,52,145,0,2000,20261012,donor_all_draws_and_visits,comp_l1,ok
|
| 3 |
+
raw,lora,0.36299703863633975,0.26781116482623574,0.4494642795648149,52,145,0,2000,20261012,donor_all_draws_and_visits,comp_l1,ok
|
| 4 |
+
refcal,lora,0.019372447784423263,-0.03215605639037475,0.07355515730088023,52,145,0,2000,20261012,donor_all_draws_and_visits,comp_l1,ok
|
| 5 |
+
scsemi,lora,-0.0005694388032909672,-0.06897609647393145,0.060173518242204405,52,145,0,2000,20261012,donor_all_draws_and_visits,comp_l1,ok
|
| 6 |
+
pairedcal,lora,0.0,0.0,0.0,52,145,0,2000,20261012,donor_all_draws_and_visits,comp_l1_obs_loo_null,ok
|
| 7 |
+
raw,lora,0.0,0.0,0.0,52,145,0,2000,20261012,donor_all_draws_and_visits,comp_l1_obs_loo_null,ok
|
| 8 |
+
refcal,lora,0.0,0.0,0.0,52,145,0,2000,20261012,donor_all_draws_and_visits,comp_l1_obs_loo_null,ok
|
| 9 |
+
scsemi,lora,0.0,0.0,0.0,52,145,0,2000,20261012,donor_all_draws_and_visits,comp_l1_obs_loo_null,ok
|
| 10 |
+
pairedcal,lora,-0.05570023876173351,-0.09340271217724368,-0.018727388584915763,52,145,0,2000,20261012,donor_all_draws_and_visits,coverage,ok
|
| 11 |
+
raw,lora,-0.5849212964050425,-0.6247039716098152,-0.5438696635430668,52,145,0,2000,20261012,donor_all_draws_and_visits,coverage,ok
|
| 12 |
+
refcal,lora,-0.35844852230573426,-0.3952257202682957,-0.32077368420431857,52,145,0,2000,20261012,donor_all_draws_and_visits,coverage,ok
|
| 13 |
+
scsemi,lora,-0.6458600229850393,-0.6811172534936677,-0.6093353046478207,52,145,0,2000,20261012,donor_all_draws_and_visits,coverage,ok
|
| 14 |
+
pairedcal,lora,-0.17323467074108986,-0.20806723549312045,-0.13744811446235672,52,145,0,2000,20261012,donor_all_draws_and_visits,coverage_depth_matched,ok
|
| 15 |
+
raw,lora,-0.7425067681217075,-0.775834979683564,-0.7076353145778754,52,145,0,2000,20261012,donor_all_draws_and_visits,coverage_depth_matched,ok
|
| 16 |
+
refcal,lora,-0.3814423311815116,-0.42766086379893725,-0.3358120917378445,52,145,0,2000,20261012,donor_all_draws_and_visits,coverage_depth_matched,ok
|
| 17 |
+
scsemi,lora,-0.7197411855759024,-0.7489700319626643,-0.6883081988408594,52,145,0,2000,20261012,donor_all_draws_and_visits,coverage_depth_matched,ok
|
| 18 |
+
pairedcal,lora,-0.005779059829059826,-0.011344922542735041,-0.00046006944444444285,52,145,0,2000,20261012,donor_all_draws_and_visits,gen_B cell,ok
|
| 19 |
+
raw,lora,-0.004387606837606837,-0.012639097222222222,0.0031221688034188113,52,145,0,2000,20261012,donor_all_draws_and_visits,gen_B cell,ok
|
| 20 |
+
refcal,lora,0.005184081196581195,-0.0009407104700854646,0.011105806623931612,52,145,0,2000,20261012,donor_all_draws_and_visits,gen_B cell,ok
|
| 21 |
+
scsemi,lora,-0.007067841880341884,-0.01937204326923077,0.0047109909188034135,52,145,0,2000,20261012,donor_all_draws_and_visits,gen_B cell,ok
|
| 22 |
+
pairedcal,lora,-0.01583675213675213,-0.018975304487179493,-0.01273531249999999,52,145,0,2000,20261012,donor_all_draws_and_visits,gen_DC,ok
|
| 23 |
+
raw,lora,-0.011432692307692307,-0.015438293269230763,-0.007237355769230772,52,145,0,2000,20261012,donor_all_draws_and_visits,gen_DC,ok
|
| 24 |
+
refcal,lora,-0.00938952991452991,-0.0128398798076923,-0.006082061965811956,52,145,0,2000,20261012,donor_all_draws_and_visits,gen_DC,ok
|
| 25 |
+
scsemi,lora,-0.0064768162393162385,-0.011084196047008547,-0.0018999065170940165,52,145,0,2000,20261012,donor_all_draws_and_visits,gen_DC,ok
|
| 26 |
+
pairedcal,lora,-0.008104380341880348,-0.028156290064102574,0.012000106837606833,52,145,0,2000,20261012,donor_all_draws_and_visits,gen_Monocyte,ok
|
| 27 |
+
raw,lora,0.33028547008547005,0.30342939102564104,0.35827461271367517,52,145,0,2000,20261012,donor_all_draws_and_visits,gen_Monocyte,ok
|
| 28 |
+
refcal,lora,0.08367873931623931,0.06127555555555556,0.10589514423076925,52,145,0,2000,20261012,donor_all_draws_and_visits,gen_Monocyte,ok
|
| 29 |
+
scsemi,lora,-0.046793162393162405,-0.08245683493589745,-0.01639108173076925,52,145,0,2000,20261012,donor_all_draws_and_visits,gen_Monocyte,ok
|
| 30 |
+
pairedcal,lora,-0.0563190170940171,-0.07158272435897435,-0.04150745726495727,52,145,0,2000,20261012,donor_all_draws_and_visits,gen_NK cell,ok
|
| 31 |
+
raw,lora,-0.04622649572649573,-0.06380156784188035,-0.027893504273504288,52,145,0,2000,20261012,donor_all_draws_and_visits,gen_NK cell,ok
|
| 32 |
+
refcal,lora,-0.07210747863247863,-0.0890649278846154,-0.056518723290598295,52,145,0,2000,20261012,donor_all_draws_and_visits,gen_NK cell,ok
|
| 33 |
+
scsemi,lora,-0.004442521367521366,-0.020425229700854697,0.012664107905982892,52,145,0,2000,20261012,donor_all_draws_and_visits,gen_NK cell,ok
|
| 34 |
+
pairedcal,lora,0.005668910256410262,0.0043734481837606875,0.0072288595085470125,52,145,0,2000,20261012,donor_all_draws_and_visits,gen_Other,ok
|
| 35 |
+
raw,lora,0.008994017094017094,0.007070080128205127,0.0110906704059829,52,145,0,2000,20261012,donor_all_draws_and_visits,gen_Other,ok
|
| 36 |
+
refcal,lora,0.02025982905982906,0.01577411324786325,0.026672593482905974,52,145,0,2000,20261012,donor_all_draws_and_visits,gen_Other,ok
|
| 37 |
+
scsemi,lora,-0.0033326923076923043,-0.00518229700854701,-0.0015572970085470062,52,145,0,2000,20261012,donor_all_draws_and_visits,gen_Other,ok
|
| 38 |
+
pairedcal,lora,0.08037029914529913,0.053925998931623934,0.10888285256410253,52,145,0,2000,20261012,donor_all_draws_and_visits,gen_T cell,ok
|
| 39 |
+
raw,lora,-0.2772326923076923,-0.2998328498931624,-0.2544514049145299,52,145,0,2000,20261012,donor_all_draws_and_visits,gen_T cell,ok
|
| 40 |
+
refcal,lora,-0.027625641025641044,-0.05225385416666666,-0.0017799572649572883,52,145,0,2000,20261012,donor_all_draws_and_visits,gen_T cell,ok
|
| 41 |
+
scsemi,lora,0.06811303418803419,0.031092857905982905,0.10843933760683763,52,145,0,2000,20261012,donor_all_draws_and_visits,gen_T cell,ok
|
| 42 |
+
pairedcal,lora,407.79519230769233,345.7791045673077,476.5145492788461,52,145,0,2000,20261012,donor_all_draws_and_visits,median_umi_gen,ok
|
| 43 |
+
raw,lora,116.10673076923078,38.806786858974355,191.80077724358978,52,145,0,2000,20261012,donor_all_draws_and_visits,median_umi_gen,ok
|
| 44 |
+
refcal,lora,274.6883814102564,205.70082932692307,344.2518749999999,52,145,0,2000,20261012,donor_all_draws_and_visits,median_umi_gen,ok
|
| 45 |
+
scsemi,lora,143.60777243589743,87.12146033653846,197.3929547275641,52,145,0,2000,20261012,donor_all_draws_and_visits,median_umi_gen,ok
|
| 46 |
+
pairedcal,lora,0.0,0.0,0.0,52,145,0,2000,20261012,donor_all_draws_and_visits,median_umi_obs,ok
|
| 47 |
+
raw,lora,0.0,0.0,0.0,52,145,0,2000,20261012,donor_all_draws_and_visits,median_umi_obs,ok
|
| 48 |
+
refcal,lora,0.0,0.0,0.0,52,145,0,2000,20261012,donor_all_draws_and_visits,median_umi_obs,ok
|
| 49 |
+
scsemi,lora,0.0,0.0,0.0,52,145,0,2000,20261012,donor_all_draws_and_visits,median_umi_obs,ok
|
| 50 |
+
pairedcal,lora,-0.8104380341880345,-2.815629006410257,1.2000106837606834,52,145,0,2000,20261012,donor_all_draws_and_visits,mono_pct_gen,ok
|
| 51 |
+
raw,lora,33.02854700854701,30.342939102564102,35.82746127136751,52,145,0,2000,20261012,donor_all_draws_and_visits,mono_pct_gen,ok
|
| 52 |
+
refcal,lora,8.367873931623931,6.127555555555556,10.58951442307692,52,145,0,2000,20261012,donor_all_draws_and_visits,mono_pct_gen,ok
|
| 53 |
+
scsemi,lora,-4.67931623931624,-8.245683493589743,-1.6391081730769237,52,145,0,2000,20261012,donor_all_draws_and_visits,mono_pct_gen,ok
|
| 54 |
+
pairedcal,lora,0.0,0.0,0.0,52,145,0,2000,20261012,donor_all_draws_and_visits,mono_pct_obs,ok
|
| 55 |
+
raw,lora,0.0,0.0,0.0,52,145,0,2000,20261012,donor_all_draws_and_visits,mono_pct_obs,ok
|
| 56 |
+
refcal,lora,0.0,0.0,0.0,52,145,0,2000,20261012,donor_all_draws_and_visits,mono_pct_obs,ok
|
| 57 |
+
scsemi,lora,0.0,0.0,0.0,52,145,0,2000,20261012,donor_all_draws_and_visits,mono_pct_obs,ok
|
| 58 |
+
pairedcal,lora,0.0,0.0,0.0,52,145,0,2000,20261012,donor_all_draws_and_visits,n_generated_cells,ok
|
| 59 |
+
raw,lora,0.0,0.0,0.0,52,145,0,2000,20261012,donor_all_draws_and_visits,n_generated_cells,ok
|
| 60 |
+
refcal,lora,0.0,0.0,0.0,52,145,0,2000,20261012,donor_all_draws_and_visits,n_generated_cells,ok
|
| 61 |
+
scsemi,lora,0.0,0.0,0.0,52,145,0,2000,20261012,donor_all_draws_and_visits,n_generated_cells,ok
|
| 62 |
+
pairedcal,lora,0.0,0.0,0.0,52,145,0,2000,20261012,donor_all_draws_and_visits,n_observed_cells,ok
|
| 63 |
+
raw,lora,0.0,0.0,0.0,52,145,0,2000,20261012,donor_all_draws_and_visits,n_observed_cells,ok
|
| 64 |
+
refcal,lora,0.0,0.0,0.0,52,145,0,2000,20261012,donor_all_draws_and_visits,n_observed_cells,ok
|
| 65 |
+
scsemi,lora,0.0,0.0,0.0,52,145,0,2000,20261012,donor_all_draws_and_visits,n_observed_cells,ok
|
| 66 |
+
pairedcal,lora,0.0,0.0,0.0,52,145,0,2000,20261012,donor_all_draws_and_visits,n_reference_cells,ok
|
| 67 |
+
raw,lora,0.0,0.0,0.0,52,145,0,2000,20261012,donor_all_draws_and_visits,n_reference_cells,ok
|
| 68 |
+
refcal,lora,0.0,0.0,0.0,52,145,0,2000,20261012,donor_all_draws_and_visits,n_reference_cells,ok
|
| 69 |
+
scsemi,lora,0.0,0.0,0.0,52,145,0,2000,20261012,donor_all_draws_and_visits,n_reference_cells,ok
|
| 70 |
+
pairedcal,lora,0.0,0.0,0.0,52,145,0,2000,20261012,donor_all_draws_and_visits,obs_B cell,ok
|
| 71 |
+
raw,lora,0.0,0.0,0.0,52,145,0,2000,20261012,donor_all_draws_and_visits,obs_B cell,ok
|
| 72 |
+
refcal,lora,0.0,0.0,0.0,52,145,0,2000,20261012,donor_all_draws_and_visits,obs_B cell,ok
|
| 73 |
+
scsemi,lora,0.0,0.0,0.0,52,145,0,2000,20261012,donor_all_draws_and_visits,obs_B cell,ok
|
| 74 |
+
pairedcal,lora,0.0,0.0,0.0,52,145,0,2000,20261012,donor_all_draws_and_visits,obs_DC,ok
|
| 75 |
+
raw,lora,0.0,0.0,0.0,52,145,0,2000,20261012,donor_all_draws_and_visits,obs_DC,ok
|
| 76 |
+
refcal,lora,0.0,0.0,0.0,52,145,0,2000,20261012,donor_all_draws_and_visits,obs_DC,ok
|
| 77 |
+
scsemi,lora,0.0,0.0,0.0,52,145,0,2000,20261012,donor_all_draws_and_visits,obs_DC,ok
|
| 78 |
+
pairedcal,lora,0.0,0.0,0.0,52,145,0,2000,20261012,donor_all_draws_and_visits,obs_Monocyte,ok
|
| 79 |
+
raw,lora,0.0,0.0,0.0,52,145,0,2000,20261012,donor_all_draws_and_visits,obs_Monocyte,ok
|
| 80 |
+
refcal,lora,0.0,0.0,0.0,52,145,0,2000,20261012,donor_all_draws_and_visits,obs_Monocyte,ok
|
| 81 |
+
scsemi,lora,0.0,0.0,0.0,52,145,0,2000,20261012,donor_all_draws_and_visits,obs_Monocyte,ok
|
| 82 |
+
pairedcal,lora,0.0,0.0,0.0,52,145,0,2000,20261012,donor_all_draws_and_visits,obs_NK cell,ok
|
| 83 |
+
raw,lora,0.0,0.0,0.0,52,145,0,2000,20261012,donor_all_draws_and_visits,obs_NK cell,ok
|
| 84 |
+
refcal,lora,0.0,0.0,0.0,52,145,0,2000,20261012,donor_all_draws_and_visits,obs_NK cell,ok
|
| 85 |
+
scsemi,lora,0.0,0.0,0.0,52,145,0,2000,20261012,donor_all_draws_and_visits,obs_NK cell,ok
|
| 86 |
+
pairedcal,lora,0.0,0.0,0.0,52,145,0,2000,20261012,donor_all_draws_and_visits,obs_Other,ok
|
| 87 |
+
raw,lora,0.0,0.0,0.0,52,145,0,2000,20261012,donor_all_draws_and_visits,obs_Other,ok
|
| 88 |
+
refcal,lora,0.0,0.0,0.0,52,145,0,2000,20261012,donor_all_draws_and_visits,obs_Other,ok
|
| 89 |
+
scsemi,lora,0.0,0.0,0.0,52,145,0,2000,20261012,donor_all_draws_and_visits,obs_Other,ok
|
| 90 |
+
pairedcal,lora,0.0,0.0,0.0,52,145,0,2000,20261012,donor_all_draws_and_visits,obs_T cell,ok
|
| 91 |
+
raw,lora,0.0,0.0,0.0,52,145,0,2000,20261012,donor_all_draws_and_visits,obs_T cell,ok
|
| 92 |
+
refcal,lora,0.0,0.0,0.0,52,145,0,2000,20261012,donor_all_draws_and_visits,obs_T cell,ok
|
| 93 |
+
scsemi,lora,0.0,0.0,0.0,52,145,0,2000,20261012,donor_all_draws_and_visits,obs_T cell,ok
|
| 94 |
+
pairedcal,lora,2.1713141025641023,-0.7107812499999998,5.137179487179485,52,145,0,2000,20261012,donor_all_draws_and_visits,pb_own_rank,ok
|
| 95 |
+
raw,lora,22.690064102564104,10.643854166666667,34.33629807692308,52,145,0,2000,20261012,donor_all_draws_and_visits,pb_own_rank,ok
|
| 96 |
+
refcal,lora,6.337980769230769,1.945841346153846,10.813814102564104,52,145,0,2000,20261012,donor_all_draws_and_visits,pb_own_rank,ok
|
| 97 |
+
scsemi,lora,5.165064102564102,-0.7808413461538461,10.448581730769229,52,145,0,2000,20261012,donor_all_draws_and_visits,pb_own_rank,ok
|
| 98 |
+
pairedcal,lora,-0.000346242652841552,-0.0016554009515933013,0.0009587940005843931,52,145,0,2000,20261012,donor_all_draws_and_visits,pb_r,ok
|
| 99 |
+
raw,lora,0.010962736404232478,0.003794834078159784,0.018084898606160936,52,145,0,2000,20261012,donor_all_draws_and_visits,pb_r,ok
|
| 100 |
+
refcal,lora,-0.013340631718700766,-0.015439204780518731,-0.011398399774032805,52,145,0,2000,20261012,donor_all_draws_and_visits,pb_r,ok
|
| 101 |
+
scsemi,lora,-0.25971453618829526,-0.27340891937828626,-0.2458022885273744,52,145,0,2000,20261012,donor_all_draws_and_visits,pb_r,ok
|
| 102 |
+
pairedcal,lora,-0.012820512820512818,-0.07051282051282051,0.04487179487179487,52,145,0,2000,20261012,donor_all_draws_and_visits,pb_top1,ok
|
| 103 |
+
raw,lora,-0.0689102564102564,-0.15544871794871792,0.01282051282051282,52,145,0,2000,20261012,donor_all_draws_and_visits,pb_top1,ok
|
| 104 |
+
refcal,lora,-0.03846153846153846,-0.10897435897435896,0.025641025641025644,52,145,0,2000,20261012,donor_all_draws_and_visits,pb_top1,ok
|
| 105 |
+
scsemi,lora,-0.057692307692307696,-0.1346153846153846,0.019230769230769232,52,145,0,2000,20261012,donor_all_draws_and_visits,pb_top1,ok
|
| 106 |
+
pairedcal,lora,0.004004784130954922,-0.008414409668502586,0.017593862496127162,52,145,0,2000,20261012,donor_all_draws_and_visits,precision,ok
|
| 107 |
+
raw,lora,-0.3248698764237004,-0.3502783473407787,-0.2992500780098478,52,145,0,2000,20261012,donor_all_draws_and_visits,precision,ok
|
| 108 |
+
refcal,lora,-0.01930873400117957,-0.03420850511162465,-0.004192540018037007,52,145,0,2000,20261012,donor_all_draws_and_visits,precision,ok
|
| 109 |
+
scsemi,lora,-0.538894082311691,-0.5586250953122751,-0.5185630439924555,52,145,0,2000,20261012,donor_all_draws_and_visits,precision,ok
|
| 110 |
+
pairedcal,lora,-0.009841018845217535,-0.022329016061910005,0.0023895292764818474,52,145,0,2000,20261012,donor_all_draws_and_visits,precision_depth_matched,ok
|
| 111 |
+
raw,lora,-0.312013056603159,-0.3309018996369688,-0.29303556107272666,52,145,0,2000,20261012,donor_all_draws_and_visits,precision_depth_matched,ok
|
| 112 |
+
refcal,lora,-0.044631483013967986,-0.05789488692200686,-0.031071451739479682,52,145,0,2000,20261012,donor_all_draws_and_visits,precision_depth_matched,ok
|
| 113 |
+
scsemi,lora,-0.3839290974306074,-0.4163289024658243,-0.35388915812949545,52,145,0,2000,20261012,donor_all_draws_and_visits,precision_depth_matched,ok
|
paper-releases/pbisc-diffusion/updates/20261015T121654Z-x1-nine-core40-deck/diffusion/dataset/server_1/model8/presentations/2026-09-30--paper-summary--r00/data/x1_priority_20261015/builds/20261015T120743086141Z/sources/367626cb45691be7/support.json
ADDED
|
@@ -0,0 +1,143 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"schema": "pbisc.paper.strict-support.v1",
|
| 3 |
+
"cohort": "immicro",
|
| 4 |
+
"design": "healthy_outerfold",
|
| 5 |
+
"unit": "fold1_n40",
|
| 6 |
+
"n_pairs": 40,
|
| 7 |
+
"train_sample_ids": [
|
| 8 |
+
"HS25",
|
| 9 |
+
"HS95",
|
| 10 |
+
"HS77",
|
| 11 |
+
"HS14",
|
| 12 |
+
"HS108",
|
| 13 |
+
"HS58",
|
| 14 |
+
"HS90",
|
| 15 |
+
"HS102",
|
| 16 |
+
"HS27",
|
| 17 |
+
"HS45",
|
| 18 |
+
"HS66",
|
| 19 |
+
"HS75",
|
| 20 |
+
"HS83",
|
| 21 |
+
"HS43",
|
| 22 |
+
"HS107",
|
| 23 |
+
"HS1",
|
| 24 |
+
"HS97",
|
| 25 |
+
"HS73",
|
| 26 |
+
"HS103",
|
| 27 |
+
"HS23",
|
| 28 |
+
"HS52",
|
| 29 |
+
"HS4",
|
| 30 |
+
"HS40",
|
| 31 |
+
"HS85",
|
| 32 |
+
"HS89",
|
| 33 |
+
"HS67",
|
| 34 |
+
"HS60",
|
| 35 |
+
"HS8",
|
| 36 |
+
"HS31",
|
| 37 |
+
"HS37",
|
| 38 |
+
"HS106",
|
| 39 |
+
"HS62",
|
| 40 |
+
"HS15",
|
| 41 |
+
"HS38",
|
| 42 |
+
"HS63",
|
| 43 |
+
"HS87",
|
| 44 |
+
"HS98",
|
| 45 |
+
"HS28",
|
| 46 |
+
"HS69",
|
| 47 |
+
"HS78"
|
| 48 |
+
],
|
| 49 |
+
"train_donor_ids": [
|
| 50 |
+
"HS25",
|
| 51 |
+
"HS95",
|
| 52 |
+
"HS77",
|
| 53 |
+
"HS14",
|
| 54 |
+
"HS108",
|
| 55 |
+
"HS58",
|
| 56 |
+
"HS90",
|
| 57 |
+
"HS102",
|
| 58 |
+
"HS27",
|
| 59 |
+
"HS45",
|
| 60 |
+
"HS66",
|
| 61 |
+
"HS75",
|
| 62 |
+
"HS83",
|
| 63 |
+
"HS43",
|
| 64 |
+
"HS107",
|
| 65 |
+
"HS1",
|
| 66 |
+
"HS97",
|
| 67 |
+
"HS73",
|
| 68 |
+
"HS103",
|
| 69 |
+
"HS23",
|
| 70 |
+
"HS52",
|
| 71 |
+
"HS4",
|
| 72 |
+
"HS40",
|
| 73 |
+
"HS85",
|
| 74 |
+
"HS89",
|
| 75 |
+
"HS67",
|
| 76 |
+
"HS60",
|
| 77 |
+
"HS8",
|
| 78 |
+
"HS31",
|
| 79 |
+
"HS37",
|
| 80 |
+
"HS106",
|
| 81 |
+
"HS62",
|
| 82 |
+
"HS15",
|
| 83 |
+
"HS38",
|
| 84 |
+
"HS63",
|
| 85 |
+
"HS87",
|
| 86 |
+
"HS98",
|
| 87 |
+
"HS28",
|
| 88 |
+
"HS69",
|
| 89 |
+
"HS78"
|
| 90 |
+
],
|
| 91 |
+
"test_sample_ids": [
|
| 92 |
+
"HS2",
|
| 93 |
+
"HS12",
|
| 94 |
+
"HS16",
|
| 95 |
+
"HS17",
|
| 96 |
+
"HS21",
|
| 97 |
+
"HS35",
|
| 98 |
+
"HS36",
|
| 99 |
+
"HS39",
|
| 100 |
+
"HS44",
|
| 101 |
+
"HS46",
|
| 102 |
+
"HS47",
|
| 103 |
+
"HS48",
|
| 104 |
+
"HS51",
|
| 105 |
+
"HS56",
|
| 106 |
+
"HS57",
|
| 107 |
+
"HS65",
|
| 108 |
+
"HS68",
|
| 109 |
+
"HS72",
|
| 110 |
+
"HS84",
|
| 111 |
+
"HS92",
|
| 112 |
+
"HS96",
|
| 113 |
+
"HS109"
|
| 114 |
+
],
|
| 115 |
+
"test_donor_ids": [
|
| 116 |
+
"HS2",
|
| 117 |
+
"HS12",
|
| 118 |
+
"HS16",
|
| 119 |
+
"HS17",
|
| 120 |
+
"HS21",
|
| 121 |
+
"HS35",
|
| 122 |
+
"HS36",
|
| 123 |
+
"HS39",
|
| 124 |
+
"HS44",
|
| 125 |
+
"HS46",
|
| 126 |
+
"HS47",
|
| 127 |
+
"HS48",
|
| 128 |
+
"HS51",
|
| 129 |
+
"HS56",
|
| 130 |
+
"HS57",
|
| 131 |
+
"HS65",
|
| 132 |
+
"HS68",
|
| 133 |
+
"HS72",
|
| 134 |
+
"HS84",
|
| 135 |
+
"HS92",
|
| 136 |
+
"HS96",
|
| 137 |
+
"HS109"
|
| 138 |
+
],
|
| 139 |
+
"excluded_sample_ids": [],
|
| 140 |
+
"seed": 20261013,
|
| 141 |
+
"selection_audit": [],
|
| 142 |
+
"sha256": "e4909b732024af62d8332b9fc37adb0f7bda2024884b74ac3b4059ecf371d2c5"
|
| 143 |
+
}
|
paper-releases/pbisc-diffusion/updates/20261015T121654Z-x1-nine-core40-deck/diffusion/dataset/server_1/model8/presentations/2026-09-30--paper-summary--r00/data/x1_priority_20261015/builds/20261015T120743086141Z/sources/815747473f451dd6/summary.json
ADDED
|
@@ -0,0 +1,212 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"schema": "paired_ft_scores.v1",
|
| 3 |
+
"dataset": "immicro",
|
| 4 |
+
"written_utc": "2026-10-15T12:00:27.748691+00:00",
|
| 5 |
+
"command": [
|
| 6 |
+
"/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/tools/score_ft.py",
|
| 7 |
+
"--dataset",
|
| 8 |
+
"immicro",
|
| 9 |
+
"--out",
|
| 10 |
+
"/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/recoveries/x1_priority_completion_20261015/evaluation/units/immicro/healthy/fold1/n10/lora/score",
|
| 11 |
+
"--donors",
|
| 12 |
+
"/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/recoveries/x1_priority_completion_20261015/evaluation/units/immicro/healthy/fold1/n10/lora/test_sample_ids.txt",
|
| 13 |
+
"--threads",
|
| 14 |
+
"2",
|
| 15 |
+
"--arm",
|
| 16 |
+
"lora=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/immicro/healthy/fold1/n10/lora.npz",
|
| 17 |
+
"--no-contrast",
|
| 18 |
+
"--no-deg"
|
| 19 |
+
],
|
| 20 |
+
"arms": [
|
| 21 |
+
"lora"
|
| 22 |
+
],
|
| 23 |
+
"donors": [
|
| 24 |
+
"HS2",
|
| 25 |
+
"HS12",
|
| 26 |
+
"HS16",
|
| 27 |
+
"HS17",
|
| 28 |
+
"HS21",
|
| 29 |
+
"HS35",
|
| 30 |
+
"HS36",
|
| 31 |
+
"HS39",
|
| 32 |
+
"HS44",
|
| 33 |
+
"HS46",
|
| 34 |
+
"HS47",
|
| 35 |
+
"HS48",
|
| 36 |
+
"HS51",
|
| 37 |
+
"HS56",
|
| 38 |
+
"HS57",
|
| 39 |
+
"HS65",
|
| 40 |
+
"HS68",
|
| 41 |
+
"HS72",
|
| 42 |
+
"HS84",
|
| 43 |
+
"HS92",
|
| 44 |
+
"HS96",
|
| 45 |
+
"HS109"
|
| 46 |
+
],
|
| 47 |
+
"n_donors": 22,
|
| 48 |
+
"reference": {
|
| 49 |
+
"cache": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scoring_cache/immicro",
|
| 50 |
+
"reference_sha256": "c5e2547be3ec3b12cb0c0b404a49e14a046ae59d40be70427f98f083a76bce17",
|
| 51 |
+
"features_sha256": "735255066ce7ebbac13a1fdfd058e26f31edd60314cc02fd589b0a292dbbc838",
|
| 52 |
+
"n_r1_cells": 3300,
|
| 53 |
+
"pca": {
|
| 54 |
+
"n_components": 50,
|
| 55 |
+
"explained_variance_ratio_sum": 0.2977375388145447,
|
| 56 |
+
"n_fit_cells": 3300
|
| 57 |
+
},
|
| 58 |
+
"r2_control": {
|
| 59 |
+
"precision": 0.9954545454545455,
|
| 60 |
+
"coverage": 1.0,
|
| 61 |
+
"density": 2.5628484848484847,
|
| 62 |
+
"n_query": 3300,
|
| 63 |
+
"depth_matched": {
|
| 64 |
+
"precision": 0.9942424242424243,
|
| 65 |
+
"coverage": 1.0,
|
| 66 |
+
"density": 2.5162121212121216
|
| 67 |
+
}
|
| 68 |
+
},
|
| 69 |
+
"observed_l1_loo_null_mean": 0.1502983690725227
|
| 70 |
+
},
|
| 71 |
+
"contrast_definition": {
|
| 72 |
+
"enabled": false,
|
| 73 |
+
"reason": "--no-contrast"
|
| 74 |
+
},
|
| 75 |
+
"deg_definition": {
|
| 76 |
+
"enabled": false,
|
| 77 |
+
"reason": "--no-deg"
|
| 78 |
+
},
|
| 79 |
+
"headline": {
|
| 80 |
+
"lora": {
|
| 81 |
+
"comp_l1": 0.22076214884231568,
|
| 82 |
+
"comp_l1_obs_loo_null": 0.1502983690725227,
|
| 83 |
+
"precision": 0.993030303030303,
|
| 84 |
+
"coverage": 0.8175757575757576,
|
| 85 |
+
"precision_dm": 0.993030303030303,
|
| 86 |
+
"coverage_dm": 0.9790909090909091,
|
| 87 |
+
"pb_r_median": 0.888204217977432,
|
| 88 |
+
"pb_top1": 0.09090909090909091,
|
| 89 |
+
"mono_pct_gen": 9.615151515151515,
|
| 90 |
+
"mono_pct_obs": 15.179849365920914,
|
| 91 |
+
"median_umi_gen": 2550.0,
|
| 92 |
+
"median_umi_obs": 1887.0,
|
| 93 |
+
"seconds": 7.6
|
| 94 |
+
}
|
| 95 |
+
},
|
| 96 |
+
"per_arm": {
|
| 97 |
+
"lora": {
|
| 98 |
+
"arm": "lora",
|
| 99 |
+
"npz": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/immicro/healthy/fold1/n10/lora.npz",
|
| 100 |
+
"npz_sha256": "0b9df7ea40aec3de2eff15bc7e72d86ce01e29402db33c1d9d65a96791837ed5",
|
| 101 |
+
"receipt_verified": true,
|
| 102 |
+
"generation": {
|
| 103 |
+
"checkpoint": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/runs/immicro/healthy/fold1/n10/lora/checkpoint_ft.pt",
|
| 104 |
+
"checkpoint_sha256": "90ee6e41f72a535d0eea032bb42a9c44eaea99b53aeed913c4e7f8fe82d52faa",
|
| 105 |
+
"input_condition_path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/immicro/healthy/fold1/n10/test_raw.npz",
|
| 106 |
+
"input_condition_sha256": "f64c30e0d9cd130f95402573ee1b53826b57447fb3d7e8de727481c86f243d9d",
|
| 107 |
+
"seed": 20260928,
|
| 108 |
+
"steps": 50,
|
| 109 |
+
"support_readout": "bernoulli",
|
| 110 |
+
"weights": "ema"
|
| 111 |
+
},
|
| 112 |
+
"condition_for_broadcast": null,
|
| 113 |
+
"poisson": {
|
| 114 |
+
"seed": 20260916,
|
| 115 |
+
"rule": "whole NPZ, rows in NPZ order",
|
| 116 |
+
"nnz_whole_npz": 8539597,
|
| 117 |
+
"median_library_whole_npz_panel": 2551.0,
|
| 118 |
+
"n_rows_whole_npz": 33000
|
| 119 |
+
},
|
| 120 |
+
"annotation": {
|
| 121 |
+
"model_pt_sha256": "bf3655899e5abee435340fc008656c4a17342da0f30b70cfd43de8e9223e1930",
|
| 122 |
+
"zero_padded_model_genes": 1,
|
| 123 |
+
"label_counts": {
|
| 124 |
+
"T cell": 24194,
|
| 125 |
+
"Monocyte": 3173,
|
| 126 |
+
"B cell": 2467,
|
| 127 |
+
"NK cell": 1876,
|
| 128 |
+
"DC": 828,
|
| 129 |
+
"Other": 462
|
| 130 |
+
},
|
| 131 |
+
"mean_l2_max_prob": 0.9159671258976062,
|
| 132 |
+
"predict_seconds": 3.5
|
| 133 |
+
},
|
| 134 |
+
"n_donors": 22,
|
| 135 |
+
"n_generated_cells": 33000,
|
| 136 |
+
"composition": {
|
| 137 |
+
"l1_mean": 0.22076214884231568,
|
| 138 |
+
"l1_median": 0.20981079648523276,
|
| 139 |
+
"l1_obs_loo_null_mean": 0.1502983690725227,
|
| 140 |
+
"l1_generated_loo_mean_vs_observed_mean": 0.2256625452641056,
|
| 141 |
+
"composition_top1": 0.13636363636363635,
|
| 142 |
+
"mean_fraction_generated": {
|
| 143 |
+
"T cell": 0.733152,
|
| 144 |
+
"B cell": 0.074758,
|
| 145 |
+
"Monocyte": 0.096152,
|
| 146 |
+
"NK cell": 0.056848,
|
| 147 |
+
"DC": 0.025091,
|
| 148 |
+
"Other": 0.014
|
| 149 |
+
},
|
| 150 |
+
"mean_fraction_observed": {
|
| 151 |
+
"T cell": 0.648212,
|
| 152 |
+
"B cell": 0.075565,
|
| 153 |
+
"Monocyte": 0.151798,
|
| 154 |
+
"NK cell": 0.094479,
|
| 155 |
+
"DC": 0.024449,
|
| 156 |
+
"Other": 0.005497
|
| 157 |
+
}
|
| 158 |
+
},
|
| 159 |
+
"pseudobulk": {
|
| 160 |
+
"n_genes": 5508,
|
| 161 |
+
"r_median": 0.888204217977432,
|
| 162 |
+
"r_mean": 0.8890283714453183,
|
| 163 |
+
"top1": 0.09090909090909091,
|
| 164 |
+
"n_top1": 2,
|
| 165 |
+
"own_rank_median": 11.0,
|
| 166 |
+
"chance_top1": 0.045454545454545456
|
| 167 |
+
},
|
| 168 |
+
"precision_coverage": {
|
| 169 |
+
"precision": 0.993030303030303,
|
| 170 |
+
"coverage": 0.8175757575757576,
|
| 171 |
+
"density": 2.605242424242424,
|
| 172 |
+
"n_query": 3300,
|
| 173 |
+
"n_reference": 3300
|
| 174 |
+
},
|
| 175 |
+
"precision_coverage_depth_matched": {
|
| 176 |
+
"precision": 0.993030303030303,
|
| 177 |
+
"coverage": 0.9790909090909091,
|
| 178 |
+
"density": 4.232969696969697,
|
| 179 |
+
"detected_median_before": {
|
| 180 |
+
"R1": 356.0,
|
| 181 |
+
"Q": 251.0
|
| 182 |
+
},
|
| 183 |
+
"detected_median_after": {
|
| 184 |
+
"R1": 251.0,
|
| 185 |
+
"Q": 251.0
|
| 186 |
+
}
|
| 187 |
+
},
|
| 188 |
+
"monocyte_pct": {
|
| 189 |
+
"generated_mean_over_donors": 9.615151515151515,
|
| 190 |
+
"observed_mean_over_donors": 15.179849365920914,
|
| 191 |
+
"generated_pooled_cells": 9.615151515151515
|
| 192 |
+
},
|
| 193 |
+
"median_umi_per_cell_scoring_genes": {
|
| 194 |
+
"generated_pooled": 2550.0,
|
| 195 |
+
"observed_pooled": 1887.0,
|
| 196 |
+
"generated_mean_of_donor_medians": 2568.886474609375,
|
| 197 |
+
"observed_mean_of_donor_medians": 1946.340909090909
|
| 198 |
+
},
|
| 199 |
+
"seconds": 7.6
|
| 200 |
+
}
|
| 201 |
+
},
|
| 202 |
+
"code_sha256": {
|
| 203 |
+
"/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/tools/score_ft.py": "ec5f40b4cea6d5062d0138f3b934abb6465e34cbfeac869c8a0906924c033aec",
|
| 204 |
+
"/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/tools/ft_common.py": "4a6366b0f22208cd58714fc0261b8840c643b9d4569704d560cfd93534cbc747",
|
| 205 |
+
"/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/utility_studies_final6k_20260925/umap/cell_immicro_5arm/tools/stage_b_embed.py": "d056cfdf38fb0e5f478756f370174e993b75d0c973c48e02e21749175a4ca2da",
|
| 206 |
+
"/home/sj_server_1/PBISC/immun-pbmc-fm/bulk2sc-paper/scripts/evaluate_generated_vs_truth.py": "48b12d794782b840838853e93e0fc55fab00532c4b3698f4588e926b985d2881",
|
| 207 |
+
"/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/utility_studies_final6k_20260925/immicro/tools/immicro_common.py": "c5c30e917148cc5e664e91ea30c11bbdff9b6d1f53a3e0a13e16b1917eff37e9",
|
| 208 |
+
"/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/aifi_scanvi_rebuild_20260916/predict_scanvi.py": "482ee5dcf4d72b54bc36cbb6dcff62e5030bc7afc46cb5fb01eca73a82ee45a5",
|
| 209 |
+
"/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/aifi_scanvi_rebuild_20260916/poisson_readout.py": "8bfa080942fbcdc89ae23b276524a1a83266fb8cbc56b9af279e50f82e6cde38"
|
| 210 |
+
},
|
| 211 |
+
"seconds": 9.8
|
| 212 |
+
}
|