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_nosex/giroux2022/scsemi_cv_20261002/pooled/arms/scsemi__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_nosex/giroux2022/scsemi_cv_20261002/pooled/arms/scsemi__raw/labels/labels.manifest.json +152 -0
- paper-releases/pbisc-diffusion/updates/20261008T022410Z-deconv-scsemi-deck/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores_nosex/giroux2022/scsemi_cv_20261002/pooled/arms/scsemi__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_nosex/giroux2022/scsemi_cv_20261002/pooled/contrast.csv +14 -0
paper-releases/pbisc-diffusion/updates/20261008T022410Z-deconv-scsemi-deck/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores_nosex/giroux2022/scsemi_cv_20261002/pooled/arms/scsemi__raw/generated_cells.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:8c66e3ffbbf981f71f3874a19b669ee7a3fd3b4e67bdb486db6e467f31e13684
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size 272025
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paper-releases/pbisc-diffusion/updates/20261008T022410Z-deconv-scsemi-deck/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores_nosex/giroux2022/scsemi_cv_20261002/pooled/arms/scsemi__raw/labels/labels.manifest.json
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| 1 |
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{
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| 2 |
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"dataset_id": "Giroux2022",
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"split": "generated",
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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/paired_finetune_intradataset_20260927/scores/giroux2022/scsemi_cv_20261002/pooled/arms/scsemi__raw/query.h5ad",
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"method": "scsemi__raw",
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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/paired_finetune_intradataset_20260927/scores/giroux2022/scsemi_cv_20261002/pooled/arms/scsemi__raw/labels/labels.parquet",
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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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"labels": [
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"T cell",
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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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"Other"
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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",
|
| 39 |
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"Progenitor cell",
|
| 40 |
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"Proliferating NK cell",
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| 41 |
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"Proliferating T cell",
|
| 42 |
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"Transitional B cell",
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| 43 |
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"Treg",
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| 44 |
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"cDC1",
|
| 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"
|
| 48 |
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],
|
| 49 |
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"n_cells": 36000,
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| 50 |
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"n_genes": 1005,
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| 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",
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| 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": {
|
| 58 |
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"join_key": "ensembl_id",
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| 59 |
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"model_genes": 1005,
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| 60 |
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"query_genes": 1006,
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| 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": 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 |
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"readout": "poisson",
|
| 70 |
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"seed": 20260916,
|
| 71 |
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"set": "scsemi__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/giroux2022/pooled_scsemi_cv_20261002/scsemi__raw.npz",
|
| 73 |
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"source_sha256": "4c2f9e7c193605a0f6c5bda6a759730190e40bb3a4d4210e86c7cb0bdb9a7dd9"
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| 74 |
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},
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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",
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| 77 |
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"model_pt_sha256": "bf3655899e5abee435340fc008656c4a17342da0f30b70cfd43de8e9223e1930",
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| 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",
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| 79 |
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"held_out_summary": {
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| 80 |
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"l2_accuracy": 0.8692869740488788,
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"l2_macro_f1": 0.8500925599737216,
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| 82 |
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"l1_accuracy": 0.9918367346938776,
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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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"pbmc5_other_macro_f1": 0.9812088972148597
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| 86 |
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}
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| 87 |
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},
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| 88 |
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"label_counts": {
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| 89 |
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"celltype_l1_pred": {
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| 90 |
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"T cell": 19963,
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| 91 |
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"Monocyte": 8378,
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| 92 |
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"NK cell": 4657,
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| 93 |
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"B cell": 2042,
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| 94 |
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"Other": 736,
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| 95 |
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"DC": 224
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| 96 |
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},
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| 97 |
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"aifi_l1": {
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| 98 |
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| 99 |
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| 100 |
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| 102 |
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"DC": 224,
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| 104 |
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"Erythrocyte": 158,
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| 105 |
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"ILC": 49
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| 106 |
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},
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| 107 |
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"aifi_l2": {
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| 108 |
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"CD8aa": 6898,
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| 109 |
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"Intermediate monocyte": 5759,
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| 110 |
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"Memory CD4 T cell": 4073,
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| 111 |
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| 112 |
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"Memory CD8 T cell": 2522,
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| 113 |
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"MAIT": 2333,
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| 114 |
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"CD16 monocyte": 1400,
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| 115 |
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"gdT": 1359,
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| 116 |
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"CD14 monocyte": 1219,
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| 117 |
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"Naive B cell": 1176,
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| 118 |
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"Naive CD8 T cell": 1092,
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| 119 |
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"Proliferating T cell": 1025,
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| 120 |
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"Proliferating NK cell": 831,
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| 121 |
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"Transitional B cell": 751,
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| 122 |
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"Platelet": 529,
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| 123 |
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"DN T cell": 481,
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| 124 |
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"CD56bright NK cell": 173,
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| 125 |
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"Naive CD4 T cell": 164,
|
| 126 |
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"Erythrocyte": 158,
|
| 127 |
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"pDC": 104,
|
| 128 |
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"cDC2": 101,
|
| 129 |
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"Effector B cell": 84,
|
| 130 |
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"ILC": 49,
|
| 131 |
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"Plasma cell": 31,
|
| 132 |
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"cDC1": 19,
|
| 133 |
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"Treg": 16
|
| 134 |
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}
|
| 135 |
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},
|
| 136 |
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"confidence": {
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| 137 |
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"mean_l2_max_prob": 0.8491351462010708,
|
| 138 |
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"mean_l1_mass": 0.9753945469856262,
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| 139 |
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"frac_l2_max_prob_ge_0.5": 0.9355
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| 140 |
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},
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| 141 |
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"timings_s": {
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| 142 |
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"predict": 0.2,
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| 143 |
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"total": 0.5
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| 144 |
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},
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| 145 |
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"versions": {
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| 146 |
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"scvi-tools": "1.4.1",
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| 147 |
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"torch": "2.11.0+cu130",
|
| 148 |
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"anndata": "0.12.19"
|
| 149 |
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},
|
| 150 |
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"device": "cpu",
|
| 151 |
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"created_at_utc": "2026-10-08T01:56:54.380043+00:00"
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| 152 |
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}
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paper-releases/pbisc-diffusion/updates/20261008T022410Z-deconv-scsemi-deck/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores_nosex/giroux2022/scsemi_cv_20261002/pooled/arms/scsemi__raw/labels/labels.parquet
ADDED
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version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:23223713098301087649b703a06a4ab470080a101fec7d7b72198208db32e3e7
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| 3 |
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size 946404
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paper-releases/pbisc-diffusion/updates/20261008T022410Z-deconv-scsemi-deck/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scores_nosex/giroux2022/scsemi_cv_20261002/pooled/contrast.csv
ADDED
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arm,celltype,statistic,n_genes,r_generated,r_broadcast,partial_r_generated_given_broadcast,r_generated_vs_broadcast,n_case_donors_obs,n_control_donors_obs,n_case_donors_gen,n_control_donors_gen,n_cells_obs,n_cells_gen,deg_scored,top50_overlap,top50_jaccard,obs_top_list_size,gen_top_list_size,n_sig_obs,n_sig_gen,top50_overlap_broadcast,top50_jaccard_broadcast,broadcast_top_list_size,n_sig_broadcast
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| 2 |
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scsemi__raw,T cell,mean_cp10k,2886,0.5896983572148723,0.5864764503055301,0.41608350514079784,0.5118253037060416,11,13,11,13,145034,19963,,,,,,,,,,,
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| 3 |
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scsemi__raw,T cell,pseudobulk_log1p_cpm,2886,0.47668856642514423,0.6077451868574512,0.3059147485870827,0.421948813227649,11,13,11,13,145034,19963,,,,,,,,,,,
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| 4 |
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scsemi__raw,B cell,mean_cp10k,3030,0.4023801437336676,0.48025603753384744,0.2748298277172872,0.37190657777381525,11,13,11,13,17383,2042,,,,,,,,,,,
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| 5 |
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scsemi__raw,B cell,pseudobulk_log1p_cpm,3030,0.199437720590521,0.4644022343428308,0.09440310101549665,0.2553919598939267,11,13,11,13,17383,2042,,,,,,,,,,,
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| 6 |
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scsemi__raw,Monocyte,mean_cp10k,3034,0.6055701581942391,0.6794468550874515,0.4504975396560621,0.45907721684011676,11,13,11,13,47311,8378,,,,,,,,,,,
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| 7 |
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scsemi__raw,Monocyte,pseudobulk_log1p_cpm,3034,0.30911861040995087,0.6731923266540611,0.1674763590975495,0.28272449437038877,11,13,11,13,47311,8378,,,,,,,,,,,
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| 8 |
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scsemi__raw,NK cell,mean_cp10k,2931,0.5515222487535836,0.554884628817489,0.41146669564200294,0.43994589539010526,11,13,11,13,29061,4657,,,,,,,,,,,
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| 9 |
+
scsemi__raw,NK cell,pseudobulk_log1p_cpm,2931,0.34077310726227117,0.5368131432639086,0.22347878449113212,0.2997164391765415,11,13,11,13,29061,4657,,,,,,,,,,,
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| 10 |
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scsemi__raw,T cell,welch_top50_deg,5498,,,,,11,13,11,13,145034,19963,True,0,0.0,50,0,274,0,3,0.05454545454545454,8,8
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| 11 |
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scsemi__raw,B cell,welch_top50_deg,5498,,,,,11,13,11,13,17383,2042,True,0,,0,0,0,0,0,0.0,8,8
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| 12 |
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scsemi__raw,Monocyte,welch_top50_deg,5498,,,,,11,13,11,13,47311,8378,True,0,0.0,1,0,1,0,1,0.125,8,8
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| 13 |
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scsemi__raw,NK cell,welch_top50_deg,5498,,,,,11,13,11,13,29061,4657,True,0,0.0,50,0,62,0,1,0.017543859649122806,8,8
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| 14 |
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scsemi__raw,DC,welch_top50_deg,5498,,,,,11,13,11,13,4328,224,True,0,,0,0,0,0,0,0.0,8,8
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