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popV
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tabula_muris_Mesenteric_fat_pad

Joblib
popV
biology
genomics
single-cell
AnnData:0.12.2
scikit_learn:1.7.2
organism:Mus musculus
Python:3.12.8
popV:0.6.0
tissue: mesenteric fat pad
Model card Files
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 Community
canergen commited on
Commit
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1 Parent(s): 9ab1520

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Files changed (16) hide show
  1. OnClass.data-00000-of-00001 +1 -1
  2. OnClass.index +0 -0
  3. OnClass.meta +0 -0
  4. OnClass.npz +2 -2
  5. accuracies.json +2 -2
  6. celltypist.pkl +2 -2
  7. harmony_knn_classifier.joblib +2 -2
  8. popv_output/predictions.csv +0 -0
  9. preprocessing.json +30 -30
  10. pynndescent_index.joblib +2 -2
  11. scanvi/model.pt +2 -2
  12. scvi/model.pt +2 -2
  13. scvi_knn_classifier.joblib +2 -2
  14. svm_classifier.joblib +3 -0
  15. svm_classifier_cuml.joblib +2 -2
  16. xgboost_classifier.model +2 -2
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accuracies.json CHANGED
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- "query_accuracy": "| Cell Type | N cells | celltypist | knn bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| mesenchymal stem cell of adipose tissue | 128 | 1.00 | 1.00 | 1.00 | 0.99 | 0.00 | 0.99 | 1.00 | 1.00 | 1.00 |\n| B cell | 51 | 0.98 | 1.00 | 1.00 | 0.87 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |\n| endothelial cell | 28 | 0.98 | 0.96 | 1.00 | 0.95 | 0.00 | 0.97 | 1.00 | 0.98 | 1.00 |\n| macrophage | 20 | 0.95 | 0.97 | 0.97 | 0.60 | 0.00 | 0.70 | 0.97 | 0.95 | 0.97 |\n| myeloid cell | 22 | 1.00 | 1.00 | 1.00 | 0.65 | 0.00 | 0.74 | 1.00 | 0.96 | 1.00 |\n| CD8-positive, alpha-beta T cell | 12 | 0.69 | 0.76 | 0.71 | 0.36 | 0.00 | 0.36 | 0.74 | 0.74 | 0.77 |\n| CD4-positive, alpha-beta T cell | 19 | 0.76 | 0.76 | 0.74 | 0.39 | 0.00 | 0.60 | 0.80 | 0.83 | 0.81 |\n| T cell | 6 | 0.91 | 0.83 | 0.83 | 0.25 | 0.00 | 0.35 | 0.92 | 1.00 | 0.83 |\n| epithelial cell | 2 | 1.00 | 0.67 | 1.00 | 1.00 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |\n| natural killer cell | 4 | 1.00 | 1.00 | 1.00 | 0.00 | 0.00 | 1.00 | 1.00 | 0.86 | 1.00 |",
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- "ref_accuracy": "| Cell Type | N cells | celltypist | knn bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| mesenchymal stem cell of adipose tissue | 1260 | 0.99 | 0.99 | 1.00 | 0.99 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |\n| B cell | 319 | 0.99 | 0.99 | 0.99 | 0.94 | 0.00 | 0.99 | 1.00 | 1.00 | 1.00 |\n| endothelial cell | 224 | 0.93 | 0.95 | 0.98 | 0.95 | 0.00 | 0.99 | 1.00 | 1.00 | 1.00 |\n| macrophage | 207 | 0.95 | 0.95 | 0.96 | 0.81 | 0.00 | 0.79 | 1.00 | 1.00 | 0.99 |\n| myeloid cell | 199 | 0.97 | 0.97 | 0.97 | 0.85 | 0.00 | 0.84 | 1.00 | 1.00 | 0.99 |\n| CD8-positive, alpha-beta T cell | 197 | 0.84 | 0.84 | 0.84 | 0.77 | 0.00 | 0.73 | 1.00 | 1.00 | 0.96 |\n| CD4-positive, alpha-beta T cell | 156 | 0.81 | 0.79 | 0.79 | 0.72 | 0.00 | 0.82 | 1.00 | 1.00 | 0.96 |\n| T cell | 59 | 0.94 | 0.95 | 0.92 | 0.65 | 0.00 | 0.70 | 1.00 | 1.00 | 0.97 |\n| epithelial cell | 50 | 0.70 | 0.62 | 0.84 | 0.62 | 0.00 | 0.91 | 1.00 | 0.99 | 0.94 |\n| natural killer cell | 41 | 0.92 | 0.96 | 0.94 | 0.67 | 0.00 | 0.94 | 1.00 | 1.00 | 0.99 |"
4
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+ "query_accuracy": "| Cell Type | N cells | celltypist | knn bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| mesenchymal stem cell of adipose tissue | 136 | 1.00 | 1.00 | 1.00 | 1.00 | 0.00 | 0.99 | 1.00 | 0.99 | 1.00 |\n| B cell | 50 | 1.00 | 1.00 | 1.00 | 0.93 | 0.00 | 0.98 | 1.00 | 1.00 | 1.00 |\n| endothelial cell | 30 | 1.00 | 0.98 | 1.00 | 0.98 | 0.00 | 0.95 | 1.00 | 0.95 | 1.00 |\n| macrophage | 23 | 0.96 | 0.98 | 0.98 | 0.61 | 0.00 | 0.69 | 0.98 | 0.95 | 0.98 |\n| myeloid cell | 21 | 0.98 | 1.00 | 1.00 | 0.65 | 0.00 | 0.82 | 0.98 | 0.95 | 1.00 |\n| CD8-positive, alpha-beta T cell | 10 | 0.64 | 0.67 | 0.62 | 0.44 | 0.00 | 0.64 | 0.78 | 0.78 | 0.70 |\n| CD4-positive, alpha-beta T cell | 20 | 0.77 | 0.73 | 0.65 | 0.61 | 0.00 | 0.84 | 0.86 | 0.86 | 0.81 |\n| T cell | 6 | 0.91 | 0.92 | 0.92 | 0.55 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |\n| epithelial cell | 2 | 0.80 | 1.00 | 1.00 | 0.80 | 0.00 | 0.67 | 1.00 | 1.00 | 0.80 |\n| natural killer cell | 4 | 1.00 | 1.00 | 1.00 | 0.40 | 0.00 | 0.75 | 1.00 | 0.86 | 1.00 |",
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  "ENSMUSG00000040414",
2898
  "ENSMUSG00000040428",
@@ -2943,6 +2942,7 @@
2943
  "ENSMUSG00000040852",
2944
  "ENSMUSG00000040859",
2945
  "ENSMUSG00000040883",
 
2946
  "ENSMUSG00000040943",
2947
  "ENSMUSG00000040952",
2948
  "ENSMUSG00000040957",
@@ -2997,12 +2997,12 @@
2997
  "ENSMUSG00000041632",
2998
  "ENSMUSG00000041642",
2999
  "ENSMUSG00000041650",
3000
- "ENSMUSG00000041654",
3001
  "ENSMUSG00000041681",
3002
  "ENSMUSG00000041712",
3003
  "ENSMUSG00000041736",
3004
  "ENSMUSG00000041740",
3005
  "ENSMUSG00000041747",
 
3006
  "ENSMUSG00000041773",
3007
  "ENSMUSG00000041775",
3008
  "ENSMUSG00000041801",
@@ -3016,7 +3016,6 @@
3016
  "ENSMUSG00000041920",
3017
  "ENSMUSG00000041921",
3018
  "ENSMUSG00000041935",
3019
- "ENSMUSG00000041936",
3020
  "ENSMUSG00000041939",
3021
  "ENSMUSG00000041954",
3022
  "ENSMUSG00000041959",
@@ -3266,7 +3265,6 @@
3266
  "ENSMUSG00000047888",
3267
  "ENSMUSG00000047921",
3268
  "ENSMUSG00000047963",
3269
- "ENSMUSG00000048120",
3270
  "ENSMUSG00000048126",
3271
  "ENSMUSG00000048163",
3272
  "ENSMUSG00000048200",
@@ -3423,7 +3421,6 @@
3423
  "ENSMUSG00000053134",
3424
  "ENSMUSG00000053158",
3425
  "ENSMUSG00000053199",
3426
- "ENSMUSG00000053279",
3427
  "ENSMUSG00000053291",
3428
  "ENSMUSG00000053334",
3429
  "ENSMUSG00000053398",
@@ -3434,6 +3431,7 @@
3434
  "ENSMUSG00000053580",
3435
  "ENSMUSG00000053644",
3436
  "ENSMUSG00000053768",
 
3437
  "ENSMUSG00000053801",
3438
  "ENSMUSG00000053835",
3439
  "ENSMUSG00000053898",
@@ -3611,6 +3609,7 @@
3611
  "ENSMUSG00000059890",
3612
  "ENSMUSG00000059895",
3613
  "ENSMUSG00000059970",
 
3614
  "ENSMUSG00000059994",
3615
  "ENSMUSG00000059995",
3616
  "ENSMUSG00000060012",
@@ -3692,7 +3691,6 @@
3692
  "ENSMUSG00000063179",
3693
  "ENSMUSG00000063235",
3694
  "ENSMUSG00000063236",
3695
- "ENSMUSG00000063268",
3696
  "ENSMUSG00000063320",
3697
  "ENSMUSG00000063362",
3698
  "ENSMUSG00000063382",
@@ -3727,7 +3725,6 @@
3727
  "ENSMUSG00000066152",
3728
  "ENSMUSG00000066233",
3729
  "ENSMUSG00000066278",
3730
- "ENSMUSG00000066361",
3731
  "ENSMUSG00000066440",
3732
  "ENSMUSG00000066551",
3733
  "ENSMUSG00000066568",
@@ -3757,7 +3754,6 @@
3757
  "ENSMUSG00000068105",
3758
  "ENSMUSG00000068114",
3759
  "ENSMUSG00000068129",
3760
- "ENSMUSG00000068134",
3761
  "ENSMUSG00000068196",
3762
  "ENSMUSG00000068220",
3763
  "ENSMUSG00000068227",
@@ -3878,6 +3874,7 @@
3878
  "ENSMUSG00000074797",
3879
  "ENSMUSG00000074825",
3880
  "ENSMUSG00000074829",
 
3881
  "ENSMUSG00000074896",
3882
  "ENSMUSG00000074925",
3883
  "ENSMUSG00000075033",
@@ -3913,13 +3910,16 @@
3913
  "ENSMUSG00000078921",
3914
  "ENSMUSG00000078970",
3915
  "ENSMUSG00000079018",
 
3916
  "ENSMUSG00000079144",
3917
  "ENSMUSG00000079184",
 
3918
  "ENSMUSG00000079260",
3919
  "ENSMUSG00000079334",
3920
  "ENSMUSG00000079355",
3921
  "ENSMUSG00000079363",
3922
  "ENSMUSG00000079419",
 
3923
  "ENSMUSG00000079442",
3924
  "ENSMUSG00000079469",
3925
  "ENSMUSG00000079484",
@@ -3946,7 +3946,6 @@
3946
  "ENSMUSG00000089715",
3947
  "ENSMUSG00000089762",
3948
  "ENSMUSG00000089774",
3949
- "ENSMUSG00000089809",
3950
  "ENSMUSG00000089824",
3951
  "ENSMUSG00000089832",
3952
  "ENSMUSG00000089875",
@@ -3999,6 +3998,7 @@
3999
  "ENSMUSG00000107283",
4000
  "ENSMUSG00000109511",
4001
  "ENSMUSG00000110195",
 
4002
  "ENSMUSG00000111080"
4003
  ],
4004
  "label_categories": [
 
94
  "ENSMUSG00000001663",
95
  "ENSMUSG00000001665",
96
  "ENSMUSG00000001741",
97
+ "ENSMUSG00000001761",
98
  "ENSMUSG00000001786",
99
  "ENSMUSG00000001802",
100
  "ENSMUSG00000001829",
 
108
  "ENSMUSG00000001942",
109
  "ENSMUSG00000001946",
110
  "ENSMUSG00000001962",
 
111
  "ENSMUSG00000001998",
112
  "ENSMUSG00000002033",
113
  "ENSMUSG00000002043",
 
124
  "ENSMUSG00000002233",
125
  "ENSMUSG00000002265",
126
  "ENSMUSG00000002274",
127
+ "ENSMUSG00000002289",
128
  "ENSMUSG00000002308",
129
  "ENSMUSG00000002319",
130
  "ENSMUSG00000002326",
 
231
  "ENSMUSG00000004849",
232
  "ENSMUSG00000004880",
233
  "ENSMUSG00000004897",
 
234
  "ENSMUSG00000004937",
235
  "ENSMUSG00000004945",
236
  "ENSMUSG00000004951",
 
242
  "ENSMUSG00000005161",
243
  "ENSMUSG00000005268",
244
  "ENSMUSG00000005354",
 
245
  "ENSMUSG00000005378",
246
  "ENSMUSG00000005397",
247
  "ENSMUSG00000005410",
 
272
  "ENSMUSG00000006010",
273
  "ENSMUSG00000006024",
274
  "ENSMUSG00000006095",
275
+ "ENSMUSG00000006219",
276
  "ENSMUSG00000006276",
277
  "ENSMUSG00000006281",
278
  "ENSMUSG00000006288",
 
376
  "ENSMUSG00000011096",
377
  "ENSMUSG00000011179",
378
  "ENSMUSG00000011256",
 
379
  "ENSMUSG00000011306",
380
  "ENSMUSG00000011658",
381
  "ENSMUSG00000011837",
382
  "ENSMUSG00000012296",
383
  "ENSMUSG00000012405",
384
  "ENSMUSG00000012428",
 
385
  "ENSMUSG00000013076",
386
  "ENSMUSG00000013089",
387
  "ENSMUSG00000013275",
388
  "ENSMUSG00000013539",
389
  "ENSMUSG00000013584",
 
390
  "ENSMUSG00000013701",
391
  "ENSMUSG00000013707",
392
  "ENSMUSG00000013822",
 
469
  "ENSMUSG00000016946",
470
  "ENSMUSG00000017057",
471
  "ENSMUSG00000017188",
 
472
  "ENSMUSG00000017264",
473
  "ENSMUSG00000017299",
474
  "ENSMUSG00000017309",
 
477
  "ENSMUSG00000017386",
478
  "ENSMUSG00000017478",
479
  "ENSMUSG00000017493",
 
 
480
  "ENSMUSG00000017715",
481
  "ENSMUSG00000017734",
482
  "ENSMUSG00000017747",
 
631
  "ENSMUSG00000020321",
632
  "ENSMUSG00000020325",
633
  "ENSMUSG00000020328",
634
+ "ENSMUSG00000020329",
635
  "ENSMUSG00000020340",
636
  "ENSMUSG00000020359",
637
  "ENSMUSG00000020363",
 
667
  "ENSMUSG00000020530",
668
  "ENSMUSG00000020537",
669
  "ENSMUSG00000020544",
670
+ "ENSMUSG00000020546",
671
  "ENSMUSG00000020549",
672
  "ENSMUSG00000020576",
673
  "ENSMUSG00000020577",
 
719
  "ENSMUSG00000020868",
720
  "ENSMUSG00000020873",
721
  "ENSMUSG00000020876",
722
+ "ENSMUSG00000020886",
723
  "ENSMUSG00000020888",
724
  "ENSMUSG00000020889",
725
  "ENSMUSG00000020895",
 
759
  "ENSMUSG00000021133",
760
  "ENSMUSG00000021135",
761
  "ENSMUSG00000021177",
 
762
  "ENSMUSG00000021186",
763
  "ENSMUSG00000021190",
764
  "ENSMUSG00000021192",
 
777
  "ENSMUSG00000021268",
778
  "ENSMUSG00000021270",
779
  "ENSMUSG00000021276",
780
+ "ENSMUSG00000021277",
781
  "ENSMUSG00000021279",
782
  "ENSMUSG00000021281",
783
  "ENSMUSG00000021282",
 
1014
  "ENSMUSG00000022947",
1015
  "ENSMUSG00000022951",
1016
  "ENSMUSG00000022960",
1017
+ "ENSMUSG00000022967",
1018
  "ENSMUSG00000022972",
1019
  "ENSMUSG00000022978",
1020
  "ENSMUSG00000022994",
1021
  "ENSMUSG00000023022",
1022
  "ENSMUSG00000023030",
 
1023
  "ENSMUSG00000023046",
1024
  "ENSMUSG00000023050",
1025
  "ENSMUSG00000023051",
 
1182
  "ENSMUSG00000024875",
1183
  "ENSMUSG00000024885",
1184
  "ENSMUSG00000024899",
1185
+ "ENSMUSG00000024900",
1186
  "ENSMUSG00000024906",
1187
  "ENSMUSG00000024909",
1188
  "ENSMUSG00000024910",
 
1214
  "ENSMUSG00000025133",
1215
  "ENSMUSG00000025137",
1216
  "ENSMUSG00000025144",
 
1217
  "ENSMUSG00000025147",
1218
  "ENSMUSG00000025153",
1219
  "ENSMUSG00000025155",
 
1271
  "ENSMUSG00000025572",
1272
  "ENSMUSG00000025583",
1273
  "ENSMUSG00000025591",
1274
+ "ENSMUSG00000025607",
1275
  "ENSMUSG00000025626",
1276
  "ENSMUSG00000025648",
1277
  "ENSMUSG00000025724",
 
1375
  "ENSMUSG00000026480",
1376
  "ENSMUSG00000026484",
1377
  "ENSMUSG00000026489",
1378
+ "ENSMUSG00000026490",
1379
  "ENSMUSG00000026491",
1380
  "ENSMUSG00000026496",
1381
  "ENSMUSG00000026499",
 
1438
  "ENSMUSG00000026822",
1439
  "ENSMUSG00000026826",
1440
  "ENSMUSG00000026832",
 
1441
  "ENSMUSG00000026837",
1442
  "ENSMUSG00000026842",
1443
  "ENSMUSG00000026856",
 
1526
  "ENSMUSG00000027488",
1527
  "ENSMUSG00000027495",
1528
  "ENSMUSG00000027498",
1529
+ "ENSMUSG00000027499",
1530
  "ENSMUSG00000027509",
1531
  "ENSMUSG00000027510",
1532
  "ENSMUSG00000027514",
 
1538
  "ENSMUSG00000027562",
1539
  "ENSMUSG00000027566",
1540
  "ENSMUSG00000027580",
1541
+ "ENSMUSG00000027582",
1542
  "ENSMUSG00000027597",
1543
  "ENSMUSG00000027598",
1544
  "ENSMUSG00000027602",
 
1820
  "ENSMUSG00000029309",
1821
  "ENSMUSG00000029310",
1822
  "ENSMUSG00000029311",
1823
+ "ENSMUSG00000029321",
1824
  "ENSMUSG00000029326",
1825
  "ENSMUSG00000029366",
1826
  "ENSMUSG00000029380",
 
2055
  "ENSMUSG00000031201",
2056
  "ENSMUSG00000031217",
2057
  "ENSMUSG00000031226",
 
2058
  "ENSMUSG00000031239",
2059
  "ENSMUSG00000031253",
2060
  "ENSMUSG00000031256",
 
2090
  "ENSMUSG00000031505",
2091
  "ENSMUSG00000031506",
2092
  "ENSMUSG00000031516",
2093
+ "ENSMUSG00000031520",
2094
  "ENSMUSG00000031538",
2095
  "ENSMUSG00000031539",
2096
  "ENSMUSG00000031545",
 
2155
  "ENSMUSG00000031877",
2156
  "ENSMUSG00000031878",
2157
  "ENSMUSG00000031880",
 
2158
  "ENSMUSG00000031897",
2159
  "ENSMUSG00000031906",
 
2160
  "ENSMUSG00000031917",
2161
  "ENSMUSG00000031921",
2162
  "ENSMUSG00000031922",
 
2249
  "ENSMUSG00000032531",
2250
  "ENSMUSG00000032540",
2251
  "ENSMUSG00000032551",
 
2252
  "ENSMUSG00000032554",
2253
  "ENSMUSG00000032560",
2254
  "ENSMUSG00000032565",
 
2260
  "ENSMUSG00000032590",
2261
  "ENSMUSG00000032596",
2262
  "ENSMUSG00000032598",
 
2263
  "ENSMUSG00000032602",
2264
  "ENSMUSG00000032606",
2265
  "ENSMUSG00000032609",
 
2374
  "ENSMUSG00000034158",
2375
  "ENSMUSG00000034187",
2376
  "ENSMUSG00000034189",
2377
+ "ENSMUSG00000034190",
2378
  "ENSMUSG00000034192",
2379
  "ENSMUSG00000034194",
2380
  "ENSMUSG00000034203",
 
2541
  "ENSMUSG00000036273",
2542
  "ENSMUSG00000036285",
2543
  "ENSMUSG00000036315",
2544
+ "ENSMUSG00000036327",
2545
  "ENSMUSG00000036334",
2546
  "ENSMUSG00000036339",
2547
  "ENSMUSG00000036353",
 
2555
  "ENSMUSG00000036446",
2556
  "ENSMUSG00000036459",
2557
  "ENSMUSG00000036461",
 
2558
  "ENSMUSG00000036503",
2559
  "ENSMUSG00000036513",
2560
  "ENSMUSG00000036526",
2561
+ "ENSMUSG00000036528",
2562
  "ENSMUSG00000036529",
2563
  "ENSMUSG00000036550",
2564
  "ENSMUSG00000036555",
 
2606
  "ENSMUSG00000037017",
2607
  "ENSMUSG00000037032",
2608
  "ENSMUSG00000037060",
 
2609
  "ENSMUSG00000037072",
2610
  "ENSMUSG00000037098",
2611
  "ENSMUSG00000037119",
 
2723
  "ENSMUSG00000038412",
2724
  "ENSMUSG00000038418",
2725
  "ENSMUSG00000038421",
 
2726
  "ENSMUSG00000038451",
2727
  "ENSMUSG00000038456",
2728
  "ENSMUSG00000038459",
 
2759
  "ENSMUSG00000038773",
2760
  "ENSMUSG00000038780",
2761
  "ENSMUSG00000038793",
2762
+ "ENSMUSG00000038803",
2763
  "ENSMUSG00000038861",
2764
  "ENSMUSG00000038866",
2765
  "ENSMUSG00000038871",
 
2805
  "ENSMUSG00000039254",
2806
  "ENSMUSG00000039264",
2807
  "ENSMUSG00000039275",
2808
+ "ENSMUSG00000039298",
2809
  "ENSMUSG00000039328",
2810
  "ENSMUSG00000039354",
2811
  "ENSMUSG00000039361",
 
2860
  "ENSMUSG00000039914",
2861
  "ENSMUSG00000039917",
2862
  "ENSMUSG00000039952",
 
2863
  "ENSMUSG00000039967",
2864
  "ENSMUSG00000039981",
2865
  "ENSMUSG00000039982",
 
2891
  "ENSMUSG00000040356",
2892
  "ENSMUSG00000040359",
2893
  "ENSMUSG00000040365",
2894
+ "ENSMUSG00000040383",
2895
  "ENSMUSG00000040410",
2896
  "ENSMUSG00000040414",
2897
  "ENSMUSG00000040428",
 
2942
  "ENSMUSG00000040852",
2943
  "ENSMUSG00000040859",
2944
  "ENSMUSG00000040883",
2945
+ "ENSMUSG00000040913",
2946
  "ENSMUSG00000040943",
2947
  "ENSMUSG00000040952",
2948
  "ENSMUSG00000040957",
 
2997
  "ENSMUSG00000041632",
2998
  "ENSMUSG00000041642",
2999
  "ENSMUSG00000041650",
 
3000
  "ENSMUSG00000041681",
3001
  "ENSMUSG00000041712",
3002
  "ENSMUSG00000041736",
3003
  "ENSMUSG00000041740",
3004
  "ENSMUSG00000041747",
3005
+ "ENSMUSG00000041757",
3006
  "ENSMUSG00000041773",
3007
  "ENSMUSG00000041775",
3008
  "ENSMUSG00000041801",
 
3016
  "ENSMUSG00000041920",
3017
  "ENSMUSG00000041921",
3018
  "ENSMUSG00000041935",
 
3019
  "ENSMUSG00000041939",
3020
  "ENSMUSG00000041954",
3021
  "ENSMUSG00000041959",
 
3265
  "ENSMUSG00000047888",
3266
  "ENSMUSG00000047921",
3267
  "ENSMUSG00000047963",
 
3268
  "ENSMUSG00000048126",
3269
  "ENSMUSG00000048163",
3270
  "ENSMUSG00000048200",
 
3421
  "ENSMUSG00000053134",
3422
  "ENSMUSG00000053158",
3423
  "ENSMUSG00000053199",
 
3424
  "ENSMUSG00000053291",
3425
  "ENSMUSG00000053334",
3426
  "ENSMUSG00000053398",
 
3431
  "ENSMUSG00000053580",
3432
  "ENSMUSG00000053644",
3433
  "ENSMUSG00000053768",
3434
+ "ENSMUSG00000053799",
3435
  "ENSMUSG00000053801",
3436
  "ENSMUSG00000053835",
3437
  "ENSMUSG00000053898",
 
3609
  "ENSMUSG00000059890",
3610
  "ENSMUSG00000059895",
3611
  "ENSMUSG00000059970",
3612
+ "ENSMUSG00000059975",
3613
  "ENSMUSG00000059994",
3614
  "ENSMUSG00000059995",
3615
  "ENSMUSG00000060012",
 
3691
  "ENSMUSG00000063179",
3692
  "ENSMUSG00000063235",
3693
  "ENSMUSG00000063236",
 
3694
  "ENSMUSG00000063320",
3695
  "ENSMUSG00000063362",
3696
  "ENSMUSG00000063382",
 
3725
  "ENSMUSG00000066152",
3726
  "ENSMUSG00000066233",
3727
  "ENSMUSG00000066278",
 
3728
  "ENSMUSG00000066440",
3729
  "ENSMUSG00000066551",
3730
  "ENSMUSG00000066568",
 
3754
  "ENSMUSG00000068105",
3755
  "ENSMUSG00000068114",
3756
  "ENSMUSG00000068129",
 
3757
  "ENSMUSG00000068196",
3758
  "ENSMUSG00000068220",
3759
  "ENSMUSG00000068227",
 
3874
  "ENSMUSG00000074797",
3875
  "ENSMUSG00000074825",
3876
  "ENSMUSG00000074829",
3877
+ "ENSMUSG00000074890",
3878
  "ENSMUSG00000074896",
3879
  "ENSMUSG00000074925",
3880
  "ENSMUSG00000075033",
 
3910
  "ENSMUSG00000078921",
3911
  "ENSMUSG00000078970",
3912
  "ENSMUSG00000079018",
3913
+ "ENSMUSG00000079104",
3914
  "ENSMUSG00000079144",
3915
  "ENSMUSG00000079184",
3916
+ "ENSMUSG00000079227",
3917
  "ENSMUSG00000079260",
3918
  "ENSMUSG00000079334",
3919
  "ENSMUSG00000079355",
3920
  "ENSMUSG00000079363",
3921
  "ENSMUSG00000079419",
3922
+ "ENSMUSG00000079435",
3923
  "ENSMUSG00000079442",
3924
  "ENSMUSG00000079469",
3925
  "ENSMUSG00000079484",
 
3946
  "ENSMUSG00000089715",
3947
  "ENSMUSG00000089762",
3948
  "ENSMUSG00000089774",
 
3949
  "ENSMUSG00000089824",
3950
  "ENSMUSG00000089832",
3951
  "ENSMUSG00000089875",
 
3998
  "ENSMUSG00000107283",
3999
  "ENSMUSG00000109511",
4000
  "ENSMUSG00000110195",
4001
+ "ENSMUSG00000110949",
4002
  "ENSMUSG00000111080"
4003
  ],
4004
  "label_categories": [
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- size 2211804
 
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scanvi/model.pt CHANGED
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