Archive 4 checkpoints (1-4)
Browse files- paper-releases/pbisc-diffusion/updates/20261004T141237Z-c1q-crossdisease/diffusion/dataset/server_1/model8/plans/c1q_crossdisease_20261004/work/obs_labels_dress/labels.manifest.json +148 -0
- paper-releases/pbisc-diffusion/updates/20261004T141237Z-c1q-crossdisease/diffusion/dataset/server_1/model8/plans/c1q_crossdisease_20261004/work/obs_labels_kawasaki/labels.manifest.json +148 -0
- paper-releases/pbisc-diffusion/updates/20261004T141237Z-c1q-crossdisease/diffusion/dataset/server_1/model8/plans/c1q_crossdisease_20261004/work/scanvi_labels_kawasaki_zs_s13_f01common/labels.parquet +3 -0
- paper-releases/pbisc-diffusion/updates/20261004T141237Z-c1q-crossdisease/diffusion/dataset/server_1/model8/plans/c1q_crossdisease_20261004/work/scanvi_labels_sle_zs_s13_f01common/labels.parquet +3 -0
paper-releases/pbisc-diffusion/updates/20261004T141237Z-c1q-crossdisease/diffusion/dataset/server_1/model8/plans/c1q_crossdisease_20261004/work/obs_labels_dress/labels.manifest.json
ADDED
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| 1 |
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{
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| 2 |
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"dataset_id": "",
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| 3 |
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"split": "",
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| 4 |
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"input_h5ad": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/c1q_crossdisease_20261004/data/dress/observed_panel6k.h5ad",
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| 5 |
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"method": "observed_dress",
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| 6 |
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"out_parquet": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/c1q_crossdisease_20261004/work/obs_labels_dress/labels.parquet",
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| 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",
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| 8 |
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"target_truth_used_for_fitting": false,
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| 9 |
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"classifier": "aifi_scanvi_rebuild_20260916_frozen_predict[aifi_scanvi_f01common_v1]",
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| 10 |
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"labels": [
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| 11 |
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"T cell",
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| 12 |
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"B cell",
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"Monocyte",
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"NK cell",
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| 15 |
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"DC",
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| 16 |
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"Other"
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| 17 |
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],
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| 18 |
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"l2_labels": [
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"ASDC",
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| 20 |
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"CD14 monocyte",
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| 21 |
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"CD16 monocyte",
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| 22 |
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"CD56bright NK cell",
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| 23 |
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"CD56dim NK cell",
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| 24 |
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"CD8aa",
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| 25 |
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"DN T cell",
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| 26 |
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"Effector B cell",
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| 27 |
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"Erythrocyte",
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| 28 |
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"ILC",
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| 29 |
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"Intermediate monocyte",
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| 30 |
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"MAIT",
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| 31 |
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"Memory B cell",
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| 32 |
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"Memory CD4 T cell",
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| 33 |
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"Memory CD8 T cell",
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| 34 |
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"Naive B cell",
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| 35 |
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"Naive CD4 T cell",
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| 36 |
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"Naive CD8 T cell",
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| 37 |
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"Plasma cell",
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| 38 |
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"Platelet",
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| 39 |
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"Progenitor cell",
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| 40 |
+
"Proliferating NK cell",
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| 41 |
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"Proliferating T cell",
|
| 42 |
+
"Transitional B cell",
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| 43 |
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"Treg",
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| 44 |
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"cDC1",
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| 45 |
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"cDC2",
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| 46 |
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"gdT",
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| 47 |
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"pDC"
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| 48 |
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],
|
| 49 |
+
"n_cells": 33712,
|
| 50 |
+
"n_genes": 1005,
|
| 51 |
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"note": "Evaluation-only annotation with a frozen AIFI scANVI (zero query-training epochs); L1 outside PBMC5 -> Other, never dropped.",
|
| 52 |
+
"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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"subset": false,
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| 56 |
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"evaluator_aligned": true,
|
| 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": 6000,
|
| 61 |
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"model_genes_missing_from_query_zero_padded": 0,
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| 62 |
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"query_genes_outside_model_dropped": 4995,
|
| 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": null,
|
| 67 |
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"model": {
|
| 68 |
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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",
|
| 69 |
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"model_pt_sha256": "bf3655899e5abee435340fc008656c4a17342da0f30b70cfd43de8e9223e1930",
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| 70 |
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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",
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| 71 |
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"held_out_summary": {
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| 72 |
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"l2_accuracy": 0.8692869740488788,
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| 73 |
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"l2_macro_f1": 0.8500925599737216,
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| 74 |
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"l1_accuracy": 0.9918367346938776,
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| 75 |
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"l1_macro_f1": 0.9715232379009036,
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| 76 |
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"pbmc5_other_accuracy": 0.9920886873267826,
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| 77 |
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"pbmc5_other_macro_f1": 0.9812088972148597
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| 78 |
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}
|
| 79 |
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},
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| 80 |
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"label_counts": {
|
| 81 |
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"celltype_l1_pred": {
|
| 82 |
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"T cell": 24482,
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| 83 |
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"Monocyte": 4485,
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| 84 |
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"B cell": 2245,
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| 85 |
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"NK cell": 1753,
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| 86 |
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"DC": 493,
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| 87 |
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"Other": 254
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| 88 |
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},
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| 89 |
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"aifi_l1": {
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| 90 |
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"T cell": 24482,
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| 91 |
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"Monocyte": 4485,
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| 92 |
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"B cell": 2245,
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| 93 |
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"NK cell": 1753,
|
| 94 |
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"DC": 493,
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| 95 |
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"Erythrocyte": 151,
|
| 96 |
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"Platelet": 43,
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| 97 |
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"Progenitor cell": 35,
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| 98 |
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"ILC": 25
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| 99 |
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},
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| 100 |
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"aifi_l2": {
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| 101 |
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"Memory CD4 T cell": 6581,
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| 102 |
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"Naive CD4 T cell": 5198,
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| 103 |
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"Proliferating T cell": 4226,
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| 104 |
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"Naive CD8 T cell": 3955,
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| 105 |
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"Intermediate monocyte": 2372,
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| 106 |
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"Memory CD8 T cell": 2083,
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| 107 |
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"CD14 monocyte": 1629,
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| 108 |
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"CD56dim NK cell": 1226,
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| 109 |
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"Naive B cell": 1010,
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| 110 |
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"Treg": 762,
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| 111 |
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"MAIT": 645,
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| 112 |
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"Memory B cell": 524,
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| 113 |
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"CD16 monocyte": 484,
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| 114 |
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"gdT": 363,
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| 115 |
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"CD8aa": 340,
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| 116 |
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"DN T cell": 329,
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| 117 |
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"Effector B cell": 321,
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| 118 |
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"cDC2": 304,
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| 119 |
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"Proliferating NK cell": 303,
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| 120 |
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"CD56bright NK cell": 224,
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| 121 |
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"Transitional B cell": 203,
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| 122 |
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"Plasma cell": 187,
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| 123 |
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"Erythrocyte": 151,
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| 124 |
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"cDC1": 144,
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| 125 |
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"Platelet": 43,
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| 126 |
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"Progenitor cell": 35,
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| 127 |
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"pDC": 27,
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| 128 |
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"ILC": 25,
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| 129 |
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"ASDC": 18
|
| 130 |
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}
|
| 131 |
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},
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| 132 |
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"confidence": {
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"mean_l2_max_prob": 0.9433264947263413,
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| 134 |
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"mean_l1_mass": 0.9952671527862549,
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"frac_l2_max_prob_ge_0.5": 0.9870075937351684
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| 136 |
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},
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| 137 |
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"timings_s": {
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| 138 |
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"predict": 0.4,
|
| 139 |
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"total": 0.8
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| 140 |
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},
|
| 141 |
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"versions": {
|
| 142 |
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"scvi-tools": "1.4.1",
|
| 143 |
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"torch": "2.11.0+cu130",
|
| 144 |
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"anndata": "0.12.19"
|
| 145 |
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},
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| 146 |
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"device": "cpu",
|
| 147 |
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"created_at_utc": "2026-10-04T13:57:45.673453+00:00"
|
| 148 |
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}
|
paper-releases/pbisc-diffusion/updates/20261004T141237Z-c1q-crossdisease/diffusion/dataset/server_1/model8/plans/c1q_crossdisease_20261004/work/obs_labels_kawasaki/labels.manifest.json
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| 1 |
+
{
|
| 2 |
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"dataset_id": "",
|
| 3 |
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"split": "",
|
| 4 |
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"input_h5ad": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/c1q_crossdisease_20261004/data/kawasaki/observed_panel6k.h5ad",
|
| 5 |
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"method": "observed_kawasaki",
|
| 6 |
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"out_parquet": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/c1q_crossdisease_20261004/work/obs_labels_kawasaki/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,
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| 9 |
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"classifier": "aifi_scanvi_rebuild_20260916_frozen_predict[aifi_scanvi_f01common_v1]",
|
| 10 |
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"labels": [
|
| 11 |
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"T cell",
|
| 12 |
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"B cell",
|
| 13 |
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"Monocyte",
|
| 14 |
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"NK cell",
|
| 15 |
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"DC",
|
| 16 |
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"Other"
|
| 17 |
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],
|
| 18 |
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"l2_labels": [
|
| 19 |
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"ASDC",
|
| 20 |
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"CD14 monocyte",
|
| 21 |
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"CD16 monocyte",
|
| 22 |
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"CD56bright NK cell",
|
| 23 |
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"CD56dim NK cell",
|
| 24 |
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"CD8aa",
|
| 25 |
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"DN T cell",
|
| 26 |
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"Effector B cell",
|
| 27 |
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"Erythrocyte",
|
| 28 |
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"ILC",
|
| 29 |
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"Intermediate monocyte",
|
| 30 |
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"MAIT",
|
| 31 |
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"Memory B cell",
|
| 32 |
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"Memory CD4 T cell",
|
| 33 |
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"Memory CD8 T cell",
|
| 34 |
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"Naive B cell",
|
| 35 |
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"Naive CD4 T cell",
|
| 36 |
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"Naive CD8 T cell",
|
| 37 |
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"Plasma cell",
|
| 38 |
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"Platelet",
|
| 39 |
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"Progenitor cell",
|
| 40 |
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"Proliferating NK cell",
|
| 41 |
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"Proliferating T cell",
|
| 42 |
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"Transitional B cell",
|
| 43 |
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"Treg",
|
| 44 |
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"cDC1",
|
| 45 |
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"cDC2",
|
| 46 |
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"gdT",
|
| 47 |
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"pDC"
|
| 48 |
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],
|
| 49 |
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"n_cells": 103362,
|
| 50 |
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"n_genes": 1005,
|
| 51 |
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"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,
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| 55 |
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"subset": false,
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| 56 |
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"evaluator_aligned": true,
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| 57 |
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"gene_space": {
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| 58 |
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"join_key": "ensembl_id",
|
| 59 |
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"model_genes": 1005,
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| 60 |
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"query_genes": 6000,
|
| 61 |
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"model_genes_missing_from_query_zero_padded": 0,
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