Archive 4 checkpoints (1-4)
Browse files- paper-releases/pbisc-diffusion/updates/20261008T022410Z-deconv-scsemi-deck/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores/ye2026_sepsis/scsemi_budget_20261002/fold3/arms/scsemi_n10__raw/deg_top50_lists.csv +187 -0
- paper-releases/pbisc-diffusion/updates/20261008T022410Z-deconv-scsemi-deck/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores/ye2026_sepsis/scsemi_budget_20261002/fold3/arms/scsemi_n10__raw/generated_cells.parquet +3 -0
- paper-releases/pbisc-diffusion/updates/20261008T022410Z-deconv-scsemi-deck/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores/ye2026_sepsis/scsemi_budget_20261002/fold3/arms/scsemi_n10__raw/labels/labels.manifest.json +156 -0
- paper-releases/pbisc-diffusion/updates/20261008T022410Z-deconv-scsemi-deck/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores/ye2026_sepsis/scsemi_budget_20261002/fold3/arms/scsemi_n10__raw/labels/labels.parquet +3 -0
paper-releases/pbisc-diffusion/updates/20261008T022410Z-deconv-scsemi-deck/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores/ye2026_sepsis/scsemi_budget_20261002/fold3/arms/scsemi_n10__raw/deg_top50_lists.csv
ADDED
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| 1 |
+
celltype,source,rank,gene_id
|
| 2 |
+
T cell,observed,1,ENSG00000244734
|
| 3 |
+
T cell,observed,2,ENSG00000124762
|
| 4 |
+
T cell,observed,3,ENSG00000232810
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| 5 |
+
T cell,observed,4,ENSG00000075618
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| 6 |
+
T cell,observed,5,ENSG00000184545
|
| 7 |
+
T cell,observed,6,ENSG00000168329
|
| 8 |
+
T cell,observed,7,ENSG00000124507
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| 9 |
+
T cell,observed,8,ENSG00000262655
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| 10 |
+
T cell,observed,9,ENSG00000159958
|
| 11 |
+
T cell,observed,10,ENSG00000166920
|
| 12 |
+
T cell,observed,11,ENSG00000108852
|
| 13 |
+
T cell,observed,12,ENSG00000174136
|
| 14 |
+
T cell,observed,13,ENSG00000115594
|
| 15 |
+
T cell,observed,14,ENSG00000170456
|
| 16 |
+
T cell,observed,15,ENSG00000134897
|
| 17 |
+
T cell,observed,16,ENSG00000135547
|
| 18 |
+
T cell,observed,17,ENSG00000047365
|
| 19 |
+
T cell,observed,18,ENSG00000158006
|
| 20 |
+
T cell,observed,19,ENSG00000144451
|
| 21 |
+
T cell,observed,20,ENSG00000139835
|
| 22 |
+
T cell,observed,21,ENSG00000182504
|
| 23 |
+
T cell,observed,22,ENSG00000197362
|
| 24 |
+
T cell,observed,23,ENSG00000152683
|
| 25 |
+
T cell,observed,24,ENSG00000181215
|
| 26 |
+
T cell,observed,25,ENSG00000103995
|
| 27 |
+
T cell,observed,26,ENSG00000197520
|
| 28 |
+
T cell,observed,27,ENSG00000145439
|
| 29 |
+
T cell,observed,28,ENSG00000175066
|
| 30 |
+
T cell,observed,29,ENSG00000196739
|
| 31 |
+
T cell,observed,30,ENSG00000116127
|
| 32 |
+
T cell,observed,31,ENSG00000167996
|
| 33 |
+
T cell,observed,32,ENSG00000111961
|
| 34 |
+
T cell,observed,33,ENSG00000162927
|
| 35 |
+
T cell,observed,34,ENSG00000151414
|
| 36 |
+
T cell,observed,35,ENSG00000100629
|
| 37 |
+
T cell,observed,36,ENSG00000005844
|
| 38 |
+
T cell,observed,37,ENSG00000117262
|
| 39 |
+
T cell,observed,38,ENSG00000145819
|
| 40 |
+
T cell,observed,39,ENSG00000095370
|
| 41 |
+
T cell,observed,40,ENSG00000178974
|
| 42 |
+
T cell,observed,41,ENSG00000106799
|
| 43 |
+
T cell,observed,42,ENSG00000196715
|
| 44 |
+
T cell,observed,43,ENSG00000134318
|
| 45 |
+
T cell,observed,44,ENSG00000160654
|
| 46 |
+
T cell,observed,45,ENSG00000204138
|
| 47 |
+
T cell,observed,46,ENSG00000138182
|
| 48 |
+
T cell,observed,47,ENSG00000113761
|
| 49 |
+
T cell,observed,48,ENSG00000160007
|
| 50 |
+
T cell,observed,49,ENSG00000100242
|
| 51 |
+
T cell,observed,50,ENSG00000175455
|
| 52 |
+
B cell,observed,1,ENSG00000162772
|
| 53 |
+
B cell,observed,2,ENSG00000232810
|
| 54 |
+
B cell,observed,3,ENSG00000151090
|
| 55 |
+
B cell,observed,4,ENSG00000124762
|
| 56 |
+
B cell,observed,5,ENSG00000101665
|
| 57 |
+
B cell,observed,6,ENSG00000185304
|
| 58 |
+
B cell,observed,7,ENSG00000180881
|
| 59 |
+
B cell,observed,8,ENSG00000110492
|
| 60 |
+
B cell,observed,9,ENSG00000136052
|
| 61 |
+
B cell,observed,10,ENSG00000108556
|
| 62 |
+
B cell,observed,11,ENSG00000167414
|
| 63 |
+
B cell,observed,12,ENSG00000184500
|
| 64 |
+
B cell,observed,13,ENSG00000104267
|
| 65 |
+
B cell,observed,14,ENSG00000187391
|
| 66 |
+
B cell,observed,15,ENSG00000128016
|
| 67 |
+
B cell,observed,16,ENSG00000011422
|
| 68 |
+
B cell,observed,17,ENSG00000154556
|
| 69 |
+
B cell,observed,18,ENSG00000127074
|
| 70 |
+
B cell,observed,19,ENSG00000158813
|
| 71 |
+
B cell,observed,20,ENSG00000178607
|
| 72 |
+
B cell,observed,21,ENSG00000183019
|
| 73 |
+
B cell,observed,22,ENSG00000176658
|
| 74 |
+
B cell,observed,23,ENSG00000163564
|
| 75 |
+
B cell,observed,24,ENSG00000183579
|
| 76 |
+
B cell,observed,25,ENSG00000135338
|
| 77 |
+
B cell,observed,26,ENSG00000273734
|
| 78 |
+
B cell,observed,27,ENSG00000249992
|
| 79 |
+
B cell,observed,28,ENSG00000197816
|
| 80 |
+
B cell,observed,29,ENSG00000198053
|
| 81 |
+
B cell,observed,30,ENSG00000167723
|
| 82 |
+
B cell,observed,31,ENSG00000170074
|
| 83 |
+
B cell,observed,32,ENSG00000163806
|
| 84 |
+
B cell,observed,33,ENSG00000205517
|
| 85 |
+
B cell,observed,34,ENSG00000171160
|
| 86 |
+
B cell,observed,35,ENSG00000183655
|
| 87 |
+
B cell,observed,36,ENSG00000110723
|
| 88 |
+
B cell,observed,37,ENSG00000174945
|
| 89 |
+
B cell,observed,38,ENSG00000179761
|
| 90 |
+
B cell,observed,39,ENSG00000196586
|
| 91 |
+
B cell,observed,40,ENSG00000182489
|
| 92 |
+
B cell,observed,41,ENSG00000107338
|
| 93 |
+
B cell,observed,42,ENSG00000270629
|
| 94 |
+
B cell,observed,43,ENSG00000166743
|
| 95 |
+
B cell,observed,44,ENSG00000271447
|
| 96 |
+
B cell,observed,45,ENSG00000135931
|
| 97 |
+
B cell,observed,46,ENSG00000163126
|
| 98 |
+
B cell,observed,47,ENSG00000151067
|
| 99 |
+
B cell,observed,48,ENSG00000157578
|
| 100 |
+
B cell,observed,49,ENSG00000091436
|
| 101 |
+
B cell,observed,50,ENSG00000221955
|
| 102 |
+
Monocyte,observed,1,ENSG00000111186
|
| 103 |
+
Monocyte,observed,2,ENSG00000124191
|
| 104 |
+
Monocyte,observed,3,ENSG00000214954
|
| 105 |
+
Monocyte,observed,4,ENSG00000136492
|
| 106 |
+
Monocyte,observed,5,ENSG00000188641
|
| 107 |
+
NK cell,observed,1,ENSG00000125266
|
| 108 |
+
NK cell,observed,2,ENSG00000196735
|
| 109 |
+
NK cell,observed,3,ENSG00000054793
|
| 110 |
+
NK cell,observed,4,ENSG00000023445
|
| 111 |
+
NK cell,observed,5,ENSG00000145439
|
| 112 |
+
NK cell,observed,6,ENSG00000125885
|
| 113 |
+
NK cell,observed,7,ENSG00000173930
|
| 114 |
+
NK cell,observed,8,ENSG00000076770
|
| 115 |
+
NK cell,observed,9,ENSG00000011258
|
| 116 |
+
NK cell,observed,10,ENSG00000177932
|
| 117 |
+
NK cell,observed,11,ENSG00000162676
|
| 118 |
+
NK cell,observed,12,ENSG00000142197
|
| 119 |
+
NK cell,observed,13,ENSG00000077157
|
| 120 |
+
NK cell,observed,14,ENSG00000178177
|
| 121 |
+
NK cell,observed,15,ENSG00000054654
|
| 122 |
+
NK cell,observed,16,ENSG00000188641
|
| 123 |
+
NK cell,observed,17,ENSG00000135677
|
| 124 |
+
NK cell,observed,18,ENSG00000186174
|
| 125 |
+
NK cell,observed,19,ENSG00000121940
|
| 126 |
+
NK cell,observed,20,ENSG00000082068
|
| 127 |
+
NK cell,observed,21,ENSG00000213079
|
| 128 |
+
NK cell,observed,22,ENSG00000197299
|
| 129 |
+
NK cell,observed,23,ENSG00000135365
|
| 130 |
+
NK cell,observed,24,ENSG00000196663
|
| 131 |
+
NK cell,observed,25,ENSG00000100523
|
| 132 |
+
NK cell,observed,26,ENSG00000115942
|
| 133 |
+
NK cell,observed,27,ENSG00000011114
|
| 134 |
+
NK cell,observed,28,ENSG00000185883
|
| 135 |
+
NK cell,observed,29,ENSG00000115085
|
| 136 |
+
NK cell,observed,30,ENSG00000157869
|
| 137 |
+
DC,observed,1,ENSG00000107317
|
| 138 |
+
DC,observed,2,ENSG00000104918
|
| 139 |
+
DC,observed,3,ENSG00000083544
|
| 140 |
+
DC,observed,4,ENSG00000106952
|
| 141 |
+
DC,observed,5,ENSG00000050405
|
| 142 |
+
DC,observed,6,ENSG00000058866
|
| 143 |
+
DC,observed,7,ENSG00000058673
|
| 144 |
+
DC,observed,8,ENSG00000183323
|
| 145 |
+
DC,observed,9,ENSG00000187474
|
| 146 |
+
DC,observed,10,ENSG00000196911
|
| 147 |
+
DC,observed,11,ENSG00000089177
|
| 148 |
+
DC,observed,12,ENSG00000178971
|
| 149 |
+
DC,observed,13,ENSG00000142459
|
| 150 |
+
DC,observed,14,ENSG00000105325
|
| 151 |
+
DC,observed,15,ENSG00000184220
|
| 152 |
+
DC,observed,16,ENSG00000146433
|
| 153 |
+
DC,observed,17,ENSG00000168781
|
| 154 |
+
DC,observed,18,ENSG00000181450
|
| 155 |
+
DC,observed,19,ENSG00000111846
|
| 156 |
+
DC,observed,20,ENSG00000118762
|
| 157 |
+
DC,observed,21,ENSG00000186409
|
| 158 |
+
DC,observed,22,ENSG00000159459
|
| 159 |
+
DC,observed,23,ENSG00000184719
|
| 160 |
+
DC,observed,24,ENSG00000197283
|
| 161 |
+
DC,observed,25,ENSG00000111271
|
| 162 |
+
DC,observed,26,ENSG00000148019
|
| 163 |
+
DC,observed,27,ENSG00000151881
|
| 164 |
+
DC,observed,28,ENSG00000275740
|
| 165 |
+
DC,observed,29,ENSG00000197050
|
| 166 |
+
DC,observed,30,ENSG00000141337
|
| 167 |
+
DC,observed,31,ENSG00000156313
|
| 168 |
+
DC,observed,32,ENSG00000105576
|
| 169 |
+
DC,observed,33,ENSG00000261609
|
| 170 |
+
DC,observed,34,ENSG00000133317
|
| 171 |
+
DC,observed,35,ENSG00000186854
|
| 172 |
+
DC,observed,36,ENSG00000139618
|
| 173 |
+
DC,observed,37,ENSG00000108423
|
| 174 |
+
DC,observed,38,ENSG00000140006
|
| 175 |
+
DC,observed,39,ENSG00000186376
|
| 176 |
+
DC,observed,40,ENSG00000126262
|
| 177 |
+
DC,observed,41,ENSG00000118420
|
| 178 |
+
DC,observed,42,ENSG00000196236
|
| 179 |
+
DC,observed,43,ENSG00000127152
|
| 180 |
+
DC,observed,44,ENSG00000255639
|
| 181 |
+
DC,observed,45,ENSG00000121964
|
| 182 |
+
DC,observed,46,ENSG00000198689
|
| 183 |
+
DC,observed,47,ENSG00000153982
|
| 184 |
+
DC,observed,48,ENSG00000106692
|
| 185 |
+
DC,observed,49,ENSG00000104381
|
| 186 |
+
DC,observed,50,ENSG00000188452
|
| 187 |
+
DC,generated,1,ENSG00000109475
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paper-releases/pbisc-diffusion/updates/20261008T022410Z-deconv-scsemi-deck/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores/ye2026_sepsis/scsemi_budget_20261002/fold3/arms/scsemi_n10__raw/generated_cells.parquet
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| 1 |
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version https://git-lfs.github.com/spec/v1
|
| 2 |
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oid sha256:a1dd7def341ee8705100b5e5d4428acffb377346687847ab1ac2b8679c528fdf
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| 3 |
+
size 183836
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paper-releases/pbisc-diffusion/updates/20261008T022410Z-deconv-scsemi-deck/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores/ye2026_sepsis/scsemi_budget_20261002/fold3/arms/scsemi_n10__raw/labels/labels.manifest.json
ADDED
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|
| 1 |
+
{
|
| 2 |
+
"dataset_id": "Ye2026_sepsis",
|
| 3 |
+
"split": "generated",
|
| 4 |
+
"input_h5ad": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/ye2026_sepsis/scsemi_budget_20261002/fold3/arms/scsemi_n10__raw/query.h5ad",
|
| 5 |
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"method": "scsemi_n10__raw",
|
| 6 |
+
"out_parquet": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/ye2026_sepsis/scsemi_budget_20261002/fold3/arms/scsemi_n10__raw/labels/labels.parquet",
|
| 7 |
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"training_source": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/aifi_scanvi_rebuild_20260916/reference/aifi_reference_f01common.h5ad",
|
| 8 |
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"target_truth_used_for_fitting": false,
|
| 9 |
+
"classifier": "aifi_scanvi_rebuild_20260916_frozen_predict[aifi_scanvi_f01common_v1]",
|
| 10 |
+
"labels": [
|
| 11 |
+
"T cell",
|
| 12 |
+
"B cell",
|
| 13 |
+
"Monocyte",
|
| 14 |
+
"NK cell",
|
| 15 |
+
"DC",
|
| 16 |
+
"Other"
|
| 17 |
+
],
|
| 18 |
+
"l2_labels": [
|
| 19 |
+
"ASDC",
|
| 20 |
+
"CD14 monocyte",
|
| 21 |
+
"CD16 monocyte",
|
| 22 |
+
"CD56bright NK cell",
|
| 23 |
+
"CD56dim NK cell",
|
| 24 |
+
"CD8aa",
|
| 25 |
+
"DN T cell",
|
| 26 |
+
"Effector B cell",
|
| 27 |
+
"Erythrocyte",
|
| 28 |
+
"ILC",
|
| 29 |
+
"Intermediate monocyte",
|
| 30 |
+
"MAIT",
|
| 31 |
+
"Memory B cell",
|
| 32 |
+
"Memory CD4 T cell",
|
| 33 |
+
"Memory CD8 T cell",
|
| 34 |
+
"Naive B cell",
|
| 35 |
+
"Naive CD4 T cell",
|
| 36 |
+
"Naive CD8 T cell",
|
| 37 |
+
"Plasma cell",
|
| 38 |
+
"Platelet",
|
| 39 |
+
"Progenitor cell",
|
| 40 |
+
"Proliferating NK cell",
|
| 41 |
+
"Proliferating T cell",
|
| 42 |
+
"Transitional B cell",
|
| 43 |
+
"Treg",
|
| 44 |
+
"cDC1",
|
| 45 |
+
"cDC2",
|
| 46 |
+
"gdT",
|
| 47 |
+
"pDC"
|
| 48 |
+
],
|
| 49 |
+
"n_cells": 24000,
|
| 50 |
+
"n_genes": 1005,
|
| 51 |
+
"note": "Evaluation-only annotation with a frozen AIFI scANVI (zero query-training epochs); L1 outside PBMC5 -> Other, never dropped.",
|
| 52 |
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"label_source_column": "AIFI_L2 (reference) -> AIFI_L2_TO_L1 -> PBMC5 + Other",
|
| 53 |
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"query_train_epochs": 0,
|
| 54 |
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"confidence_threshold": 0.0,
|
| 55 |
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|
| 56 |
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|
| 57 |
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"gene_space": {
|
| 58 |
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"join_key": "ensembl_id",
|
| 59 |
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"model_genes": 1005,
|
| 60 |
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"query_genes": 1006,
|
| 61 |
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"model_genes_missing_from_query_zero_padded": 0,
|
| 62 |
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"query_genes_outside_model_dropped": 1,
|
| 63 |
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"rule": "query is subset/reordered to the model's gene list; zero-padding of absent model genes is refused unless --allow-missing-genes"
|
| 64 |
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},
|
| 65 |
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"readout": null,
|
| 66 |
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"query_build": {
|
| 67 |
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"kind": "generated_npz",
|
| 68 |
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"poisson_note": "one draw over the whole NPZ, then the scored donors' rows",
|
| 69 |
+
"readout": "poisson",
|
| 70 |
+
"seed": 20260916,
|
| 71 |
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"set": "scsemi_n10__raw",
|
| 72 |
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"source_path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/generated/ye2026_sepsis/fold3/scsemi_n10__raw.npz",
|
| 73 |
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"source_sha256": "5240a1c87e3a45f3c1e4c9d0ab50ef74abae98b97f2337fc050f56950373ffd3"
|
| 74 |
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},
|
| 75 |
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"model": {
|
| 76 |
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"scanvi_model_dir": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/aifi_scanvi_rebuild_20260916/runs/aifi_scanvi_f01common_v1/scanvi_model",
|
| 77 |
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"model_pt_sha256": "bf3655899e5abee435340fc008656c4a17342da0f30b70cfd43de8e9223e1930",
|
| 78 |
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"model_manifest": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/aifi_scanvi_rebuild_20260916/runs/aifi_scanvi_f01common_v1/MODEL_MANIFEST.json",
|
| 79 |
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"held_out_summary": {
|
| 80 |
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"l2_accuracy": 0.8692869740488788,
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| 81 |
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| 82 |
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|
| 83 |
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"l1_macro_f1": 0.9715232379009036,
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| 84 |
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"pbmc5_other_accuracy": 0.9920886873267826,
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| 85 |
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| 86 |
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}
|
| 87 |
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},
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| 88 |
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"label_counts": {
|
| 89 |
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"celltype_l1_pred": {
|
| 90 |
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"T cell": 16003,
|
| 91 |
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|
| 92 |
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|
| 93 |
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"Other": 935,
|
| 94 |
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|
| 95 |
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"DC": 288
|
| 96 |
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},
|
| 97 |
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"aifi_l1": {
|
| 98 |
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"T cell": 16003,
|
| 99 |
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|
| 100 |
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|
| 101 |
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|
| 102 |
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|
| 103 |
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"DC": 288,
|
| 104 |
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"Platelet": 259,
|
| 105 |
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"ILC": 205,
|
| 106 |
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"Progenitor cell": 2
|
| 107 |
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},
|
| 108 |
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"aifi_l2": {
|
| 109 |
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"Memory CD4 T cell": 4928,
|
| 110 |
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"CD8aa": 2725,
|
| 111 |
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"Naive CD4 T cell": 2578,
|
| 112 |
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"CD14 monocyte": 2294,
|
| 113 |
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"gdT": 2219,
|
| 114 |
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|
| 115 |
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"Memory CD8 T cell": 1435,
|
| 116 |
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"Treg": 889,
|
| 117 |
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"Naive B cell": 864,
|
| 118 |
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"Naive CD8 T cell": 810,
|
| 119 |
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"CD56dim NK cell": 680,
|
| 120 |
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"Erythrocyte": 469,
|
| 121 |
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"Plasma cell": 345,
|
| 122 |
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"Platelet": 259,
|
| 123 |
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"cDC2": 238,
|
| 124 |
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"DN T cell": 211,
|
| 125 |
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"ILC": 205,
|
| 126 |
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"Intermediate monocyte": 190,
|
| 127 |
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"CD56bright NK cell": 167,
|
| 128 |
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"CD16 monocyte": 139,
|
| 129 |
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"Proliferating T cell": 127,
|
| 130 |
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"Effector B cell": 97,
|
| 131 |
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"MAIT": 81,
|
| 132 |
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"Transitional B cell": 64,
|
| 133 |
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"Proliferating NK cell": 26,
|
| 134 |
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"cDC1": 23,
|
| 135 |
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"pDC": 20,
|
| 136 |
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"ASDC": 7,
|
| 137 |
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"Progenitor cell": 2
|
| 138 |
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}
|
| 139 |
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},
|
| 140 |
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"confidence": {
|
| 141 |
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"mean_l2_max_prob": 0.8839267379945764,
|
| 142 |
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"mean_l1_mass": 0.9606699347496033,
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| 143 |
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"frac_l2_max_prob_ge_0.5": 0.9479166666666666
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| 144 |
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},
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| 145 |
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"timings_s": {
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| 146 |
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"predict": 0.2,
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| 147 |
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"total": 0.5
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| 148 |
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},
|
| 149 |
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"versions": {
|
| 150 |
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"scvi-tools": "1.4.1",
|
| 151 |
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"torch": "2.11.0+cu130",
|
| 152 |
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"anndata": "0.12.19"
|
| 153 |
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},
|
| 154 |
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"device": "cpu",
|
| 155 |
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"created_at_utc": "2026-10-08T02:07:37.358789+00:00"
|
| 156 |
+
}
|
paper-releases/pbisc-diffusion/updates/20261008T022410Z-deconv-scsemi-deck/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores/ye2026_sepsis/scsemi_budget_20261002/fold3/arms/scsemi_n10__raw/labels/labels.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:a08947f3d63cd17278e9bcba0bf373c06e7fcd575f567d8e8be6ef6cdfaa9cc6
|
| 3 |
+
size 635051
|