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Browse files- OnClass.data-00000-of-00001 +1 -1
- OnClass.index +0 -0
- OnClass.meta +0 -0
- OnClass.npz +2 -2
- accuracies.json +2 -2
- celltypist.pkl +1 -1
- harmony_knn_classifier.joblib +2 -2
- popv_output/predictions.csv +0 -0
- preprocessing.json +33 -33
- pynndescent_index.joblib +2 -2
- scanvi/model.pt +1 -1
- scvi/model.pt +1 -1
- scvi_knn_classifier.joblib +2 -2
- svm_classifier.joblib +3 -0
- svm_classifier_cuml.joblib +1 -1
- xgboost_classifier.model +2 -2
OnClass.data-00000-of-00001
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OnClass.index
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OnClass.meta
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OnClass.npz
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accuracies.json
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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| enterocyte of epithelium proper of duodenum |
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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| enterocyte of epithelium proper of duodenum |
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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| enterocyte of epithelium proper of duodenum | 1369 | 0.91 | 0.93 | 0.91 | 0.77 | 0.00 | 0.86 | 0.90 | 0.92 | 0.95 |\n| enterocyte of epithelium proper of ileum | 611 | 0.96 | 0.96 | 0.93 | 0.51 | 0.00 | 0.76 | 0.97 | 0.97 | 0.98 |\n| CD4-positive, alpha-beta T cell | 540 | 0.91 | 0.91 | 0.91 | 0.79 | 0.00 | 0.82 | 0.88 | 0.90 | 0.93 |\n| CD8-positive, alpha-beta T cell | 349 | 0.84 | 0.77 | 0.88 | 0.56 | 0.00 | 0.71 | 0.81 | 0.83 | 0.90 |\n| small intestine goblet cell | 203 | 0.92 | 0.94 | 0.95 | 0.89 | 0.00 | 0.80 | 0.92 | 0.95 | 0.94 |\n| paneth cell of epithelium of small intestine | 180 | 0.66 | 0.73 | 0.79 | 0.63 | 0.00 | 0.68 | 0.68 | 0.72 | 0.78 |\n| enterocyte of epithelium proper of small intestine | 153 | 0.61 | 0.64 | 0.67 | 0.57 | 0.00 | 0.56 | 0.69 | 0.80 | 0.84 |\n| activated CD8-positive, alpha-beta T cell | 114 | 0.74 | 0.46 | 0.88 | 0.55 | 0.00 | 0.55 | 0.73 | 0.73 | 0.84 |\n| plasma cell | 77 | 0.97 | 0.98 | 0.99 | 0.99 | 0.00 | 0.98 | 0.97 | 0.98 | 0.98 |\n| B cell | 68 | 0.99 | 0.99 | 0.98 | 0.99 | 0.00 | 0.98 | 0.97 | 0.98 | 0.99 |\n| intestinal crypt stem cell of small intestine | 54 | 0.39 | 0.47 | 0.48 | 0.25 | 0.00 | 0.31 | 0.38 | 0.48 | 0.52 |\n| activated CD4-positive, alpha-beta T cell | 64 | 0.49 | 0.30 | 0.60 | 0.08 | 0.00 | 0.42 | 0.48 | 0.52 | 0.57 |\n| fibroblast | 46 | 0.99 | 0.99 | 1.00 | 0.97 | 0.00 | 0.99 | 0.99 | 0.97 | 0.99 |\n| intestinal tuft cell | 49 | 1.00 | 1.00 | 1.00 | 0.98 | 0.00 | 0.95 | 1.00 | 1.00 | 1.00 |\n| enterocyte of epithelium proper of jejunum | 43 | 0.13 | 0.14 | 0.28 | 0.13 | 0.00 | 0.24 | 0.53 | 0.47 | 0.41 |\n| macrophage | 44 | 0.85 | 0.94 | 0.94 | 0.81 | 0.00 | 0.90 | 0.95 | 0.93 | 0.97 |\n| enteroendocrine cell of small intestine | 19 | 0.83 | 0.86 | 0.83 | 0.78 | 0.00 | 0.77 | 0.71 | 0.82 | 0.81 |\n| mast cell | 26 | 0.98 | 1.00 | 1.00 | 1.00 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |\n| natural killer cell | 17 | 0.00 | 0.17 | 0.24 | 0.00 | 0.00 | 0.22 | 0.11 | 0.47 | 0.24 |\n| enteroglial cell | 20 | 0.93 | 0.92 | 0.92 | 0.83 | 0.00 | 0.90 | 0.98 | 0.98 | 0.98 |\n| endothelial cell of arteriole | 16 | 0.82 | 1.00 | 0.85 | 0.79 | 0.00 | 0.88 | 0.94 | 0.82 | 0.91 |\n| gamma-delta T cell | 12 | 0.73 | 0.55 | 0.67 | 0.14 | 0.00 | 0.67 | 0.55 | 0.67 | 0.72 |\n| naive thymus-derived CD4-positive, alpha-beta T cell | 6 | 0.00 | 0.67 | 0.29 | 0.25 | 0.00 | 0.34 | 0.48 | 0.71 | 0.44 |\n| monocyte | 9 | 0.82 | 0.95 | 0.88 | 0.43 | 0.00 | 0.78 | 0.90 | 0.95 | 1.00 |\n| neutrophil | 5 | 0.36 | 0.80 | 0.62 | 0.20 | 0.00 | 0.47 | 0.91 | 0.73 | 0.73 |\n| endothelial cell of lymphatic vessel | 8 | 1.00 | 1.00 | 0.93 | 0.94 | 0.00 | 0.94 | 1.00 | 1.00 | 1.00 |\n| endothelial cell of venule | 6 | 0.00 | 0.92 | 0.67 | 0.40 | 0.00 | 0.77 | 0.83 | 0.60 | 0.60 |\n| myofibroblast cell | 6 | 0.71 | 0.91 | 1.00 | 0.44 | 0.00 | 0.80 | 1.00 | 1.00 | 1.00 |\n| transit amplifying cell of small intestine | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| innate lymphoid cell | 3 | 0.00 | 1.00 | 1.00 | 0.80 | 0.00 | 0.67 | 0.00 | 1.00 | 1.00 |\n| pericyte | 3 | 0.00 | 1.00 | 1.00 | 0.40 | 0.00 | 0.86 | 1.00 | 0.86 | 1.00 |\n| regulatory T cell | 3 | 0.00 | 0.50 | 0.00 | 0.50 | 0.00 | 0.00 | 0.00 | 0.50 | 0.00 |\n| myeloid dendritic cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |",
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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| enterocyte of epithelium proper of duodenum | 12126 | 0.91 | 0.90 | 0.95 | 0.86 | 0.00 | 0.94 | 0.92 | 0.93 | 0.96 |\n| enterocyte of epithelium proper of ileum | 5866 | 0.97 | 0.95 | 0.95 | 0.72 | 0.00 | 0.95 | 0.98 | 0.98 | 0.98 |\n| CD4-positive, alpha-beta T cell | 4615 | 0.91 | 0.90 | 0.94 | 0.85 | 0.00 | 0.91 | 0.90 | 0.92 | 0.96 |\n| CD8-positive, alpha-beta T cell | 3123 | 0.83 | 0.75 | 0.93 | 0.72 | 0.00 | 0.85 | 0.84 | 0.87 | 0.93 |\n| small intestine goblet cell | 1841 | 0.92 | 0.94 | 0.96 | 0.89 | 0.00 | 0.82 | 0.93 | 0.94 | 0.94 |\n| paneth cell of epithelium of small intestine | 1673 | 0.69 | 0.71 | 0.82 | 0.79 | 0.00 | 0.74 | 0.74 | 0.78 | 0.83 |\n| enterocyte of epithelium proper of small intestine | 1262 | 0.59 | 0.44 | 0.80 | 0.76 | 0.00 | 0.77 | 0.80 | 0.84 | 0.87 |\n| activated CD8-positive, alpha-beta T cell | 1033 | 0.69 | 0.40 | 0.91 | 0.74 | 0.00 | 0.82 | 0.80 | 0.83 | 0.90 |\n| plasma cell | 745 | 0.98 | 0.98 | 0.99 | 0.99 | 0.00 | 0.99 | 0.98 | 0.99 | 0.99 |\n| B cell | 705 | 0.99 | 0.99 | 0.99 | 0.99 | 0.00 | 0.99 | 0.99 | 0.99 | 0.99 |\n| intestinal crypt stem cell of small intestine | 533 | 0.37 | 0.45 | 0.55 | 0.50 | 0.00 | 0.43 | 0.60 | 0.67 | 0.67 |\n| activated CD4-positive, alpha-beta T cell | 506 | 0.47 | 0.30 | 0.72 | 0.39 | 0.00 | 0.65 | 0.64 | 0.66 | 0.78 |\n| fibroblast | 447 | 0.97 | 0.98 | 0.98 | 0.96 | 0.00 | 0.97 | 0.99 | 0.98 | 0.98 |\n| intestinal tuft cell | 399 | 0.97 | 0.97 | 0.97 | 0.96 | 0.00 | 0.97 | 0.99 | 0.99 | 0.98 |\n| enterocyte of epithelium proper of jejunum | 362 | 0.21 | 0.01 | 0.79 | 0.46 | 0.00 | 0.85 | 0.60 | 0.56 | 0.80 |\n| macrophage | 322 | 0.83 | 0.91 | 0.93 | 0.88 | 0.00 | 0.97 | 0.99 | 0.98 | 0.98 |\n| enteroendocrine cell of small intestine | 245 | 0.91 | 0.92 | 0.93 | 0.87 | 0.00 | 0.84 | 0.92 | 0.93 | 0.94 |\n| mast cell | 224 | 0.95 | 0.97 | 0.98 | 0.97 | 0.00 | 0.97 | 0.98 | 0.98 | 0.98 |\n| natural killer cell | 144 | 0.00 | 0.20 | 0.45 | 0.37 | 0.00 | 0.48 | 0.74 | 0.89 | 0.85 |\n| enteroglial cell | 122 | 0.93 | 0.93 | 0.95 | 0.89 | 0.00 | 0.99 | 0.99 | 0.99 | 0.99 |\n| endothelial cell of arteriole | 116 | 0.80 | 0.94 | 0.93 | 0.84 | 0.00 | 0.99 | 0.97 | 0.99 | 0.95 |\n| gamma-delta T cell | 109 | 0.72 | 0.69 | 0.78 | 0.57 | 0.00 | 0.92 | 0.91 | 0.95 | 0.97 |\n| naive thymus-derived CD4-positive, alpha-beta T cell | 109 | 0.00 | 0.45 | 0.50 | 0.31 | 0.00 | 0.77 | 0.85 | 0.90 | 0.78 |\n| monocyte | 69 | 0.75 | 0.81 | 0.81 | 0.68 | 0.00 | 0.93 | 1.00 | 1.00 | 0.99 |\n| neutrophil | 72 | 0.54 | 0.75 | 0.82 | 0.61 | 0.00 | 0.85 | 0.99 | 0.99 | 0.94 |\n| endothelial cell of lymphatic vessel | 65 | 0.98 | 0.98 | 0.97 | 0.93 | 0.00 | 0.99 | 0.98 | 0.98 | 0.98 |\n| endothelial cell of venule | 46 | 0.00 | 0.89 | 0.86 | 0.53 | 0.00 | 0.92 | 0.95 | 0.97 | 0.92 |\n| myofibroblast cell | 45 | 0.73 | 0.95 | 0.95 | 0.84 | 0.00 | 0.90 | 0.99 | 0.96 | 0.95 |\n| transit amplifying cell of small intestine | 33 | 0.00 | 0.00 | 0.52 | 0.06 | 0.00 | 0.42 | 0.86 | 0.92 | 0.86 |\n| innate lymphoid cell | 31 | 0.00 | 0.63 | 0.66 | 0.59 | 0.00 | 0.86 | 0.98 | 0.98 | 0.94 |\n| pericyte | 21 | 0.00 | 0.98 | 0.95 | 0.63 | 0.00 | 0.98 | 1.00 | 0.98 | 0.98 |\n| regulatory T cell | 12 | 0.00 | 0.40 | 0.29 | 0.29 | 0.00 | 0.86 | 1.00 | 1.00 | 0.86 |\n| myeloid dendritic cell | 11 | 0.00 | 0.63 | 0.50 | 0.50 | 0.00 | 0.63 | 0.96 | 0.96 | 0.87 |"
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celltypist.pkl
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harmony_knn_classifier.joblib
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popv_output/predictions.csv
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preprocessing.json
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| 1796 |
"ENSG00000147224",
|
| 1797 |
-
"ENSG00000147255",
|
| 1798 |
"ENSG00000147257",
|
| 1799 |
"ENSG00000147383",
|
| 1800 |
"ENSG00000147394",
|
|
@@ -1819,6 +1822,7 @@
|
|
| 1819 |
"ENSG00000148154",
|
| 1820 |
"ENSG00000148175",
|
| 1821 |
"ENSG00000148180",
|
|
|
|
| 1822 |
"ENSG00000148225",
|
| 1823 |
"ENSG00000148229",
|
| 1824 |
"ENSG00000148288",
|
|
@@ -1863,7 +1867,6 @@
|
|
| 1863 |
"ENSG00000149927",
|
| 1864 |
"ENSG00000149968",
|
| 1865 |
"ENSG00000149970",
|
| 1866 |
-
"ENSG00000150201",
|
| 1867 |
"ENSG00000150457",
|
| 1868 |
"ENSG00000150540",
|
| 1869 |
"ENSG00000150628",
|
|
@@ -1878,7 +1881,6 @@
|
|
| 1878 |
"ENSG00000150967",
|
| 1879 |
"ENSG00000150991",
|
| 1880 |
"ENSG00000151093",
|
| 1881 |
-
"ENSG00000151116",
|
| 1882 |
"ENSG00000151117",
|
| 1883 |
"ENSG00000151164",
|
| 1884 |
"ENSG00000151176",
|
|
@@ -1886,6 +1888,7 @@
|
|
| 1886 |
"ENSG00000151364",
|
| 1887 |
"ENSG00000151388",
|
| 1888 |
"ENSG00000151445",
|
|
|
|
| 1889 |
"ENSG00000151632",
|
| 1890 |
"ENSG00000151725",
|
| 1891 |
"ENSG00000151746",
|
|
@@ -1939,7 +1942,6 @@
|
|
| 1939 |
"ENSG00000153898",
|
| 1940 |
"ENSG00000153902",
|
| 1941 |
"ENSG00000153904",
|
| 1942 |
-
"ENSG00000154016",
|
| 1943 |
"ENSG00000154040",
|
| 1944 |
"ENSG00000154059",
|
| 1945 |
"ENSG00000154096",
|
|
@@ -2032,14 +2034,17 @@
|
|
| 2032 |
"ENSG00000157510",
|
| 2033 |
"ENSG00000157514",
|
| 2034 |
"ENSG00000157542",
|
|
|
|
| 2035 |
"ENSG00000157554",
|
| 2036 |
"ENSG00000157578",
|
| 2037 |
"ENSG00000157593",
|
| 2038 |
"ENSG00000157625",
|
| 2039 |
"ENSG00000157657",
|
|
|
|
| 2040 |
"ENSG00000157693",
|
| 2041 |
"ENSG00000157765",
|
| 2042 |
"ENSG00000157890",
|
|
|
|
| 2043 |
"ENSG00000158050",
|
| 2044 |
"ENSG00000158055",
|
| 2045 |
"ENSG00000158092",
|
|
@@ -2047,6 +2052,7 @@
|
|
| 2047 |
"ENSG00000158113",
|
| 2048 |
"ENSG00000158156",
|
| 2049 |
"ENSG00000158163",
|
|
|
|
| 2050 |
"ENSG00000158220",
|
| 2051 |
"ENSG00000158246",
|
| 2052 |
"ENSG00000158258",
|
|
@@ -2277,6 +2283,7 @@
|
|
| 2277 |
"ENSG00000164300",
|
| 2278 |
"ENSG00000164303",
|
| 2279 |
"ENSG00000164309",
|
|
|
|
| 2280 |
"ENSG00000164330",
|
| 2281 |
"ENSG00000164342",
|
| 2282 |
"ENSG00000164344",
|
|
@@ -2316,7 +2323,6 @@
|
|
| 2316 |
"ENSG00000165030",
|
| 2317 |
"ENSG00000165072",
|
| 2318 |
"ENSG00000165092",
|
| 2319 |
-
"ENSG00000165115",
|
| 2320 |
"ENSG00000165124",
|
| 2321 |
"ENSG00000165140",
|
| 2322 |
"ENSG00000165152",
|
|
@@ -2411,7 +2417,6 @@
|
|
| 2411 |
"ENSG00000166927",
|
| 2412 |
"ENSG00000166938",
|
| 2413 |
"ENSG00000166963",
|
| 2414 |
-
"ENSG00000166971",
|
| 2415 |
"ENSG00000166984",
|
| 2416 |
"ENSG00000166997",
|
| 2417 |
"ENSG00000167034",
|
|
@@ -2520,7 +2525,6 @@
|
|
| 2520 |
"ENSG00000169242",
|
| 2521 |
"ENSG00000169252",
|
| 2522 |
"ENSG00000169282",
|
| 2523 |
-
"ENSG00000169291",
|
| 2524 |
"ENSG00000169299",
|
| 2525 |
"ENSG00000169347",
|
| 2526 |
"ENSG00000169410",
|
|
@@ -2529,7 +2533,6 @@
|
|
| 2529 |
"ENSG00000169429",
|
| 2530 |
"ENSG00000169432",
|
| 2531 |
"ENSG00000169439",
|
| 2532 |
-
"ENSG00000169442",
|
| 2533 |
"ENSG00000169507",
|
| 2534 |
"ENSG00000169508",
|
| 2535 |
"ENSG00000169554",
|
|
@@ -2556,7 +2559,6 @@
|
|
| 2556 |
"ENSG00000169962",
|
| 2557 |
"ENSG00000170049",
|
| 2558 |
"ENSG00000170088",
|
| 2559 |
-
"ENSG00000170091",
|
| 2560 |
"ENSG00000170100",
|
| 2561 |
"ENSG00000170191",
|
| 2562 |
"ENSG00000170231",
|
|
@@ -2565,6 +2567,7 @@
|
|
| 2565 |
"ENSG00000170266",
|
| 2566 |
"ENSG00000170271",
|
| 2567 |
"ENSG00000170312",
|
|
|
|
| 2568 |
"ENSG00000170322",
|
| 2569 |
"ENSG00000170323",
|
| 2570 |
"ENSG00000170345",
|
|
@@ -2603,6 +2606,7 @@
|
|
| 2603 |
"ENSG00000171448",
|
| 2604 |
"ENSG00000171451",
|
| 2605 |
"ENSG00000171453",
|
|
|
|
| 2606 |
"ENSG00000171617",
|
| 2607 |
"ENSG00000171631",
|
| 2608 |
"ENSG00000171747",
|
|
@@ -2689,6 +2693,7 @@
|
|
| 2689 |
"ENSG00000173706",
|
| 2690 |
"ENSG00000173809",
|
| 2691 |
"ENSG00000173825",
|
|
|
|
| 2692 |
"ENSG00000173950",
|
| 2693 |
"ENSG00000174007",
|
| 2694 |
"ENSG00000174032",
|
|
@@ -2963,7 +2968,6 @@
|
|
| 2963 |
"ENSG00000182568",
|
| 2964 |
"ENSG00000182578",
|
| 2965 |
"ENSG00000182612",
|
| 2966 |
-
"ENSG00000182636",
|
| 2967 |
"ENSG00000182700",
|
| 2968 |
"ENSG00000182718",
|
| 2969 |
"ENSG00000182809",
|
|
@@ -3026,6 +3030,7 @@
|
|
| 3026 |
"ENSG00000184502",
|
| 3027 |
"ENSG00000184530",
|
| 3028 |
"ENSG00000184557",
|
|
|
|
| 3029 |
"ENSG00000184574",
|
| 3030 |
"ENSG00000184584",
|
| 3031 |
"ENSG00000184588",
|
|
@@ -3052,6 +3057,7 @@
|
|
| 3052 |
"ENSG00000185245",
|
| 3053 |
"ENSG00000185252",
|
| 3054 |
"ENSG00000185272",
|
|
|
|
| 3055 |
"ENSG00000185361",
|
| 3056 |
"ENSG00000185480",
|
| 3057 |
"ENSG00000185499",
|
|
@@ -3065,7 +3071,6 @@
|
|
| 3065 |
"ENSG00000185650",
|
| 3066 |
"ENSG00000185652",
|
| 3067 |
"ENSG00000185668",
|
| 3068 |
-
"ENSG00000185674",
|
| 3069 |
"ENSG00000185736",
|
| 3070 |
"ENSG00000185745",
|
| 3071 |
"ENSG00000185761",
|
|
@@ -3292,7 +3297,6 @@
|
|
| 3292 |
"ENSG00000197603",
|
| 3293 |
"ENSG00000197614",
|
| 3294 |
"ENSG00000197620",
|
| 3295 |
-
"ENSG00000197629",
|
| 3296 |
"ENSG00000197646",
|
| 3297 |
"ENSG00000197647",
|
| 3298 |
"ENSG00000197696",
|
|
@@ -3342,7 +3346,6 @@
|
|
| 3342 |
"ENSG00000198554",
|
| 3343 |
"ENSG00000198576",
|
| 3344 |
"ENSG00000198610",
|
| 3345 |
-
"ENSG00000198670",
|
| 3346 |
"ENSG00000198680",
|
| 3347 |
"ENSG00000198691",
|
| 3348 |
"ENSG00000198700",
|
|
@@ -3360,6 +3363,7 @@
|
|
| 3360 |
"ENSG00000198796",
|
| 3361 |
"ENSG00000198797",
|
| 3362 |
"ENSG00000198804",
|
|
|
|
| 3363 |
"ENSG00000198826",
|
| 3364 |
"ENSG00000198829",
|
| 3365 |
"ENSG00000198830",
|
|
@@ -3478,7 +3482,6 @@
|
|
| 3478 |
"ENSG00000214106",
|
| 3479 |
"ENSG00000214114",
|
| 3480 |
"ENSG00000214146",
|
| 3481 |
-
"ENSG00000214160",
|
| 3482 |
"ENSG00000214193",
|
| 3483 |
"ENSG00000214456",
|
| 3484 |
"ENSG00000214548",
|
|
@@ -3495,6 +3498,7 @@
|
|
| 3495 |
"ENSG00000215883",
|
| 3496 |
"ENSG00000216490",
|
| 3497 |
"ENSG00000221829",
|
|
|
|
| 3498 |
"ENSG00000221890",
|
| 3499 |
"ENSG00000221923",
|
| 3500 |
"ENSG00000221946",
|
|
@@ -3563,7 +3567,6 @@
|
|
| 3563 |
"ENSG00000227172",
|
| 3564 |
"ENSG00000227199",
|
| 3565 |
"ENSG00000227354",
|
| 3566 |
-
"ENSG00000227492",
|
| 3567 |
"ENSG00000227502",
|
| 3568 |
"ENSG00000228253",
|
| 3569 |
"ENSG00000228293",
|
|
@@ -3572,7 +3575,6 @@
|
|
| 3572 |
"ENSG00000228661",
|
| 3573 |
"ENSG00000228784",
|
| 3574 |
"ENSG00000228878",
|
| 3575 |
-
"ENSG00000228980",
|
| 3576 |
"ENSG00000229043",
|
| 3577 |
"ENSG00000229056",
|
| 3578 |
"ENSG00000229111",
|
|
@@ -3660,6 +3662,7 @@
|
|
| 3660 |
"ENSG00000236200",
|
| 3661 |
"ENSG00000236287",
|
| 3662 |
"ENSG00000236384",
|
|
|
|
| 3663 |
"ENSG00000236526",
|
| 3664 |
"ENSG00000236671",
|
| 3665 |
"ENSG00000236795",
|
|
@@ -3688,7 +3691,6 @@
|
|
| 3688 |
"ENSG00000239523",
|
| 3689 |
"ENSG00000239697",
|
| 3690 |
"ENSG00000239887",
|
| 3691 |
-
"ENSG00000239911",
|
| 3692 |
"ENSG00000240204",
|
| 3693 |
"ENSG00000240211",
|
| 3694 |
"ENSG00000240288",
|
|
@@ -3711,6 +3713,7 @@
|
|
| 3711 |
"ENSG00000242110",
|
| 3712 |
"ENSG00000242258",
|
| 3713 |
"ENSG00000242474",
|
|
|
|
| 3714 |
"ENSG00000242732",
|
| 3715 |
"ENSG00000242767",
|
| 3716 |
"ENSG00000242781",
|
|
@@ -3734,6 +3737,7 @@
|
|
| 3734 |
"ENSG00000245571",
|
| 3735 |
"ENSG00000245598",
|
| 3736 |
"ENSG00000245680",
|
|
|
|
| 3737 |
"ENSG00000245975",
|
| 3738 |
"ENSG00000246089",
|
| 3739 |
"ENSG00000246214",
|
|
@@ -3752,7 +3756,6 @@
|
|
| 3752 |
"ENSG00000247735",
|
| 3753 |
"ENSG00000247746",
|
| 3754 |
"ENSG00000247796",
|
| 3755 |
-
"ENSG00000247982",
|
| 3756 |
"ENSG00000248008",
|
| 3757 |
"ENSG00000248049",
|
| 3758 |
"ENSG00000248174",
|
|
@@ -3810,7 +3813,6 @@
|
|
| 3810 |
"ENSG00000255423",
|
| 3811 |
"ENSG00000255561",
|
| 3812 |
"ENSG00000255690",
|
| 3813 |
-
"ENSG00000255992",
|
| 3814 |
"ENSG00000256039",
|
| 3815 |
"ENSG00000256043",
|
| 3816 |
"ENSG00000256087",
|
|
@@ -3943,7 +3945,6 @@
|
|
| 3943 |
"ENSG00000271605",
|
| 3944 |
"ENSG00000271848",
|
| 3945 |
"ENSG00000271856",
|
| 3946 |
-
"ENSG00000271991",
|
| 3947 |
"ENSG00000272031",
|
| 3948 |
"ENSG00000272068",
|
| 3949 |
"ENSG00000272142",
|
|
@@ -3990,7 +3991,6 @@
|
|
| 3990 |
"ENSG00000277632",
|
| 3991 |
"ENSG00000278129",
|
| 3992 |
"ENSG00000278558",
|
| 3993 |
-
"ENSG00000278619",
|
| 3994 |
"ENSG00000278768",
|
| 3995 |
"ENSG00000278828",
|
| 3996 |
"ENSG00000278916",
|
|
|
|
| 35 |
"ENSG00000007384",
|
| 36 |
"ENSG00000007516",
|
| 37 |
"ENSG00000007541",
|
|
|
|
| 38 |
"ENSG00000007968",
|
| 39 |
"ENSG00000008118",
|
| 40 |
"ENSG00000008226",
|
|
|
|
| 41 |
"ENSG00000008283",
|
| 42 |
"ENSG00000008300",
|
| 43 |
"ENSG00000008394",
|
| 44 |
"ENSG00000008516",
|
| 45 |
+
"ENSG00000009790",
|
| 46 |
"ENSG00000010165",
|
| 47 |
"ENSG00000010219",
|
| 48 |
"ENSG00000010256",
|
|
|
|
| 98 |
"ENSG00000026751",
|
| 99 |
"ENSG00000027697",
|
| 100 |
"ENSG00000028137",
|
| 101 |
+
"ENSG00000028839",
|
| 102 |
"ENSG00000029534",
|
| 103 |
"ENSG00000029993",
|
| 104 |
"ENSG00000030304",
|
|
|
|
| 145 |
"ENSG00000049860",
|
| 146 |
"ENSG00000049883",
|
| 147 |
"ENSG00000050165",
|
| 148 |
+
"ENSG00000050730",
|
| 149 |
"ENSG00000051108",
|
| 150 |
"ENSG00000051128",
|
| 151 |
"ENSG00000051180",
|
|
|
|
| 157 |
"ENSG00000055118",
|
| 158 |
"ENSG00000055147",
|
| 159 |
"ENSG00000056277",
|
|
|
|
| 160 |
"ENSG00000056736",
|
| 161 |
"ENSG00000056998",
|
| 162 |
"ENSG00000057019",
|
|
|
|
| 260 |
"ENSG00000074201",
|
| 261 |
"ENSG00000074410",
|
| 262 |
"ENSG00000074527",
|
| 263 |
+
"ENSG00000074582",
|
| 264 |
"ENSG00000074590",
|
| 265 |
"ENSG00000074657",
|
| 266 |
"ENSG00000074800",
|
|
|
|
| 267 |
"ENSG00000075073",
|
| 268 |
"ENSG00000075624",
|
| 269 |
"ENSG00000076003",
|
|
|
|
| 401 |
"ENSG00000093072",
|
| 402 |
"ENSG00000094755",
|
| 403 |
"ENSG00000094804",
|
| 404 |
+
"ENSG00000094880",
|
| 405 |
"ENSG00000094914",
|
| 406 |
"ENSG00000094916",
|
| 407 |
"ENSG00000094963",
|
|
|
|
| 536 |
"ENSG00000102393",
|
| 537 |
"ENSG00000102547",
|
| 538 |
"ENSG00000102678",
|
| 539 |
+
"ENSG00000102683",
|
| 540 |
"ENSG00000102755",
|
|
|
|
| 541 |
"ENSG00000102786",
|
| 542 |
"ENSG00000102802",
|
| 543 |
"ENSG00000102804",
|
|
|
|
| 552 |
"ENSG00000102967",
|
| 553 |
"ENSG00000103037",
|
| 554 |
"ENSG00000103042",
|
|
|
|
| 555 |
"ENSG00000103044",
|
| 556 |
"ENSG00000103066",
|
| 557 |
"ENSG00000103150",
|
|
|
|
| 577 |
"ENSG00000103707",
|
| 578 |
"ENSG00000103710",
|
| 579 |
"ENSG00000103723",
|
| 580 |
+
"ENSG00000103811",
|
| 581 |
"ENSG00000103855",
|
| 582 |
"ENSG00000104112",
|
| 583 |
"ENSG00000104140",
|
|
|
|
| 829 |
"ENSG00000113296",
|
| 830 |
"ENSG00000113327",
|
| 831 |
"ENSG00000113356",
|
| 832 |
+
"ENSG00000113396",
|
| 833 |
"ENSG00000113494",
|
| 834 |
"ENSG00000113594",
|
| 835 |
"ENSG00000113657",
|
|
|
|
| 895 |
"ENSG00000116120",
|
| 896 |
"ENSG00000116128",
|
| 897 |
"ENSG00000116132",
|
|
|
|
| 898 |
"ENSG00000116157",
|
| 899 |
"ENSG00000116161",
|
| 900 |
"ENSG00000116209",
|
|
|
|
| 939 |
"ENSG00000117154",
|
| 940 |
"ENSG00000117228",
|
| 941 |
"ENSG00000117281",
|
| 942 |
+
"ENSG00000117305",
|
| 943 |
"ENSG00000117318",
|
| 944 |
"ENSG00000117322",
|
| 945 |
"ENSG00000117399",
|
|
|
|
| 1135 |
"ENSG00000125398",
|
| 1136 |
"ENSG00000125430",
|
| 1137 |
"ENSG00000125457",
|
|
|
|
| 1138 |
"ENSG00000125538",
|
| 1139 |
"ENSG00000125633",
|
| 1140 |
"ENSG00000125703",
|
| 1141 |
"ENSG00000125735",
|
|
|
|
| 1142 |
"ENSG00000125810",
|
| 1143 |
"ENSG00000125812",
|
| 1144 |
"ENSG00000125834",
|
|
|
|
| 1225 |
"ENSG00000129219",
|
| 1226 |
"ENSG00000129244",
|
| 1227 |
"ENSG00000129295",
|
| 1228 |
+
"ENSG00000129354",
|
| 1229 |
"ENSG00000129355",
|
| 1230 |
"ENSG00000129467",
|
| 1231 |
"ENSG00000129521",
|
|
|
|
| 1324 |
"ENSG00000132613",
|
| 1325 |
"ENSG00000132639",
|
| 1326 |
"ENSG00000132664",
|
|
|
|
| 1327 |
"ENSG00000132718",
|
| 1328 |
"ENSG00000132740",
|
| 1329 |
"ENSG00000132763",
|
| 1330 |
"ENSG00000132768",
|
| 1331 |
"ENSG00000132773",
|
|
|
|
| 1332 |
"ENSG00000132823",
|
| 1333 |
"ENSG00000132824",
|
| 1334 |
"ENSG00000132825",
|
|
|
|
| 1479 |
"ENSG00000137154",
|
| 1480 |
"ENSG00000137168",
|
| 1481 |
"ENSG00000137203",
|
| 1482 |
+
"ENSG00000137225",
|
| 1483 |
"ENSG00000137265",
|
| 1484 |
"ENSG00000137310",
|
| 1485 |
"ENSG00000137338",
|
|
|
|
| 1551 |
"ENSG00000138764",
|
| 1552 |
"ENSG00000138772",
|
| 1553 |
"ENSG00000138778",
|
| 1554 |
+
"ENSG00000138785",
|
| 1555 |
"ENSG00000138794",
|
| 1556 |
"ENSG00000138798",
|
| 1557 |
"ENSG00000138835",
|
|
|
|
| 1584 |
"ENSG00000139719",
|
| 1585 |
"ENSG00000139734",
|
| 1586 |
"ENSG00000139737",
|
| 1587 |
+
"ENSG00000139832",
|
| 1588 |
"ENSG00000139874",
|
| 1589 |
"ENSG00000139910",
|
| 1590 |
"ENSG00000139926",
|
|
|
|
| 1646 |
"ENSG00000142224",
|
| 1647 |
"ENSG00000142279",
|
| 1648 |
"ENSG00000142347",
|
| 1649 |
+
"ENSG00000142405",
|
| 1650 |
"ENSG00000142494",
|
| 1651 |
"ENSG00000142512",
|
| 1652 |
"ENSG00000142530",
|
|
|
|
| 1686 |
"ENSG00000143416",
|
| 1687 |
"ENSG00000143450",
|
| 1688 |
"ENSG00000143458",
|
| 1689 |
+
"ENSG00000143469",
|
| 1690 |
"ENSG00000143479",
|
| 1691 |
"ENSG00000143494",
|
| 1692 |
"ENSG00000143498",
|
| 1693 |
+
"ENSG00000143590",
|
| 1694 |
"ENSG00000143603",
|
| 1695 |
"ENSG00000143621",
|
| 1696 |
"ENSG00000143622",
|
|
|
|
| 1798 |
"ENSG00000147118",
|
| 1799 |
"ENSG00000147130",
|
| 1800 |
"ENSG00000147224",
|
|
|
|
| 1801 |
"ENSG00000147257",
|
| 1802 |
"ENSG00000147383",
|
| 1803 |
"ENSG00000147394",
|
|
|
|
| 1822 |
"ENSG00000148154",
|
| 1823 |
"ENSG00000148175",
|
| 1824 |
"ENSG00000148180",
|
| 1825 |
+
"ENSG00000148218",
|
| 1826 |
"ENSG00000148225",
|
| 1827 |
"ENSG00000148229",
|
| 1828 |
"ENSG00000148288",
|
|
|
|
| 1867 |
"ENSG00000149927",
|
| 1868 |
"ENSG00000149968",
|
| 1869 |
"ENSG00000149970",
|
|
|
|
| 1870 |
"ENSG00000150457",
|
| 1871 |
"ENSG00000150540",
|
| 1872 |
"ENSG00000150628",
|
|
|
|
| 1881 |
"ENSG00000150967",
|
| 1882 |
"ENSG00000150991",
|
| 1883 |
"ENSG00000151093",
|
|
|
|
| 1884 |
"ENSG00000151117",
|
| 1885 |
"ENSG00000151164",
|
| 1886 |
"ENSG00000151176",
|
|
|
|
| 1888 |
"ENSG00000151364",
|
| 1889 |
"ENSG00000151388",
|
| 1890 |
"ENSG00000151445",
|
| 1891 |
+
"ENSG00000151552",
|
| 1892 |
"ENSG00000151632",
|
| 1893 |
"ENSG00000151725",
|
| 1894 |
"ENSG00000151746",
|
|
|
|
| 1942 |
"ENSG00000153898",
|
| 1943 |
"ENSG00000153902",
|
| 1944 |
"ENSG00000153904",
|
|
|
|
| 1945 |
"ENSG00000154040",
|
| 1946 |
"ENSG00000154059",
|
| 1947 |
"ENSG00000154096",
|
|
|
|
| 2034 |
"ENSG00000157510",
|
| 2035 |
"ENSG00000157514",
|
| 2036 |
"ENSG00000157542",
|
| 2037 |
+
"ENSG00000157551",
|
| 2038 |
"ENSG00000157554",
|
| 2039 |
"ENSG00000157578",
|
| 2040 |
"ENSG00000157593",
|
| 2041 |
"ENSG00000157625",
|
| 2042 |
"ENSG00000157657",
|
| 2043 |
+
"ENSG00000157680",
|
| 2044 |
"ENSG00000157693",
|
| 2045 |
"ENSG00000157765",
|
| 2046 |
"ENSG00000157890",
|
| 2047 |
+
"ENSG00000157895",
|
| 2048 |
"ENSG00000158050",
|
| 2049 |
"ENSG00000158055",
|
| 2050 |
"ENSG00000158092",
|
|
|
|
| 2052 |
"ENSG00000158113",
|
| 2053 |
"ENSG00000158156",
|
| 2054 |
"ENSG00000158163",
|
| 2055 |
+
"ENSG00000158186",
|
| 2056 |
"ENSG00000158220",
|
| 2057 |
"ENSG00000158246",
|
| 2058 |
"ENSG00000158258",
|
|
|
|
| 2283 |
"ENSG00000164300",
|
| 2284 |
"ENSG00000164303",
|
| 2285 |
"ENSG00000164309",
|
| 2286 |
+
"ENSG00000164318",
|
| 2287 |
"ENSG00000164330",
|
| 2288 |
"ENSG00000164342",
|
| 2289 |
"ENSG00000164344",
|
|
|
|
| 2323 |
"ENSG00000165030",
|
| 2324 |
"ENSG00000165072",
|
| 2325 |
"ENSG00000165092",
|
|
|
|
| 2326 |
"ENSG00000165124",
|
| 2327 |
"ENSG00000165140",
|
| 2328 |
"ENSG00000165152",
|
|
|
|
| 2417 |
"ENSG00000166927",
|
| 2418 |
"ENSG00000166938",
|
| 2419 |
"ENSG00000166963",
|
|
|
|
| 2420 |
"ENSG00000166984",
|
| 2421 |
"ENSG00000166997",
|
| 2422 |
"ENSG00000167034",
|
|
|
|
| 2525 |
"ENSG00000169242",
|
| 2526 |
"ENSG00000169252",
|
| 2527 |
"ENSG00000169282",
|
|
|
|
| 2528 |
"ENSG00000169299",
|
| 2529 |
"ENSG00000169347",
|
| 2530 |
"ENSG00000169410",
|
|
|
|
| 2533 |
"ENSG00000169429",
|
| 2534 |
"ENSG00000169432",
|
| 2535 |
"ENSG00000169439",
|
|
|
|
| 2536 |
"ENSG00000169507",
|
| 2537 |
"ENSG00000169508",
|
| 2538 |
"ENSG00000169554",
|
|
|
|
| 2559 |
"ENSG00000169962",
|
| 2560 |
"ENSG00000170049",
|
| 2561 |
"ENSG00000170088",
|
|
|
|
| 2562 |
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|
| 2563 |
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|
| 2564 |
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|
|
|
|
| 2567 |
"ENSG00000170266",
|
| 2568 |
"ENSG00000170271",
|
| 2569 |
"ENSG00000170312",
|
| 2570 |
+
"ENSG00000170315",
|
| 2571 |
"ENSG00000170322",
|
| 2572 |
"ENSG00000170323",
|
| 2573 |
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|
|
|
|
| 2606 |
"ENSG00000171448",
|
| 2607 |
"ENSG00000171451",
|
| 2608 |
"ENSG00000171453",
|
| 2609 |
+
"ENSG00000171476",
|
| 2610 |
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|
| 2611 |
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|
| 2612 |
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|
|
|
|
| 2693 |
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|
| 2694 |
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|
| 2695 |
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|
| 2696 |
+
"ENSG00000173930",
|
| 2697 |
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|
| 2698 |
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|
| 2699 |
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|
|
|
|
| 2968 |
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|
| 2969 |
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|
| 2970 |
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|
|
|
|
| 2971 |
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|
| 2972 |
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|
| 2973 |
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|
|
|
|
| 3030 |
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|
| 3031 |
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|
| 3032 |
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|
| 3033 |
+
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|
| 3034 |
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|
| 3035 |
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|
| 3036 |
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|
|
|
|
| 3057 |
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|
| 3058 |
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|
| 3059 |
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|
| 3060 |
+
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| 3061 |
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|
| 3062 |
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|
| 3063 |
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|
|
|
| 3071 |
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|
| 3072 |
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| 3073 |
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|
|
|
| 3074 |
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|
| 3075 |
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|
| 3076 |
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|
|
|
| 3297 |
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|
| 3298 |
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| 3299 |
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|
|
|
| 3300 |
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|
| 3301 |
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|
| 3302 |
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|
|
|
| 3346 |
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|
| 3347 |
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| 3348 |
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|
|
|
| 3349 |
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|
| 3350 |
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| 3351 |
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|
|
|
| 3363 |
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|
| 3364 |
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|
| 3365 |
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|
| 3366 |
+
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|
| 3367 |
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|
| 3368 |
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|
| 3369 |
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|
|
|
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|
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|
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| 3487 |
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|
|
|
| 3498 |
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| 3499 |
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|
| 3500 |
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|
| 3501 |
+
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| 3502 |
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| 3503 |
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| 3504 |
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|
|
|
| 3567 |
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|
|
|
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| 3571 |
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|
|
|
| 3575 |
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|
|
|
| 3578 |
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| 3580 |
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|
|
|
| 3662 |
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|
| 3663 |
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| 3664 |
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|
| 3665 |
+
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| 3666 |
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| 3667 |
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|
| 3668 |
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|
|
|
| 3691 |
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|
| 3692 |
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|
| 3693 |
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|
|
|
|
| 3694 |
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|
| 3695 |
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|
| 3696 |
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|
|
|
|
| 3713 |
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|
| 3714 |
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|
| 3715 |
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|
| 3716 |
+
"ENSG00000242574",
|
| 3717 |
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|
| 3718 |
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|
| 3719 |
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|
|
|
|
| 3737 |
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|
| 3738 |
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|
| 3739 |
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|
| 3740 |
+
"ENSG00000245954",
|
| 3741 |
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|
| 3742 |
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|
| 3743 |
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|
|
|
|
| 3756 |
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|
| 3757 |
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|
| 3758 |
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|
|
|
|
| 3759 |
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|
| 3760 |
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|
| 3761 |
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|
|
|
|
| 3813 |
"ENSG00000255423",
|
| 3814 |
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|
| 3815 |
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|
|
|
|
| 3816 |
"ENSG00000256039",
|
| 3817 |
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|
| 3818 |
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|
|
|
|
| 3945 |
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|
| 3946 |
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|
| 3947 |
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|
|
|
|
| 3948 |
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|
| 3949 |
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|
| 3950 |
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|
|
|
|
| 3991 |
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|
| 3992 |
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|
| 3993 |
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|
|
|
|
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|
| 3995 |
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|
| 3996 |
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|
pynndescent_index.joblib
CHANGED
|
@@ -1,3 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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size 30819468
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scanvi/model.pt
CHANGED
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scvi/model.pt
CHANGED
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scvi_knn_classifier.joblib
CHANGED
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svm_classifier.joblib
ADDED
|
@@ -0,0 +1,3 @@
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svm_classifier_cuml.joblib
CHANGED
|
@@ -1,3 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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size 563963
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xgboost_classifier.model
CHANGED
|
@@ -1,3 +1,3 @@
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| 1 |
version https://git-lfs.github.com/spec/v1
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