Upload folder using huggingface_hub

OnClass.data-00000-of-00001

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:e121f6d3e41bc795ecfb38572f2c8dd1a9f35603b2ead78eb965cb1aca498458
+oid sha256:b17d225377c654aa6e4d936130871fcb4e486a14a87e9dbeb4725a5851bf283d
 size 27239224

OnClass.npz

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:f36ae8fd0d1cf129d503dd654bd8f7a919fa6a15e7d30ca33ec3424134d2cc58
-size 144112432
+oid sha256:db5e3040f0b5174101295574475425171e73b77c00dfb4247febce8ba51fb7bc
+size 144112437

accuracies.json

@@ -1,4 +1,4 @@
 {
-    "query_accuracy": "| Cell Type | N cells |  celltypist |  knn bbknn |  knn harmony |  knn on scvi |  onclass |  scanvi |  svm |  xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| pancreatic acinar cell | 548 | 0.97 | 0.96 | 0.98 | 0.98 | 0.00 | 0.98 | 0.98 | 0.97 | 0.98 |\n| pancreatic ductal cell | 264 | 0.94 | 0.93 | 0.96 | 0.96 | 0.00 | 0.96 | 0.97 | 0.94 | 0.97 |\n| endothelial cell | 240 | 0.98 | 0.99 | 0.99 | 0.99 | 0.00 | 0.99 | 0.99 | 0.99 | 0.99 |\n| macrophage | 163 | 0.95 | 0.89 | 0.93 | 0.91 | 0.00 | 0.92 | 0.93 | 0.94 | 0.95 |\n| CD8-positive, alpha-beta T cell | 61 | 0.98 | 0.97 | 0.98 | 0.97 | 0.00 | 0.99 | 0.98 | 0.98 | 0.98 |\n| pancreatic stellate cell | 43 | 0.98 | 0.98 | 0.97 | 0.96 | 0.00 | 0.95 | 0.99 | 0.96 | 0.97 |\n| classical monocyte | 37 | 0.79 | 0.00 | 0.75 | 0.70 | 0.00 | 0.83 | 0.82 | 0.82 | 0.80 |\n| fibroblast | 16 | 0.97 | 1.00 | 1.00 | 0.97 | 0.00 | 1.00 | 1.00 | 0.97 | 1.00 |\n| type B pancreatic cell | 15 | 1.00 | 0.97 | 1.00 | 0.87 | 0.00 | 0.97 | 1.00 | 1.00 | 1.00 |\n| B cell | 4 | 0.73 | 1.00 | 0.89 | 0.73 | 0.00 | 1.00 | 1.00 | 0.89 | 1.00 |\n| natural killer cell | 4 | 0.89 | 0.67 | 0.86 | 0.67 | 0.00 | 0.80 | 0.86 | 1.00 | 1.00 |\n| pancreatic A cell | 6 | 1.00 | 0.50 | 1.00 | 0.73 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |\n| intermediate monocyte | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| CD4-positive, alpha-beta T cell | 3 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.50 | 0.50 | 0.00 | 0.00 |\n| monocyte | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| plasma cell | 3 | 0.00 | 1.00 | 1.00 | 0.50 | 0.00 | 0.75 | 1.00 | 1.00 | 1.00 |\n| pancreatic D cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| neutrophil | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| mature NK T cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| mast cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| pancreatic PP cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| T cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| non-classical monocyte | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |",
-    "ref_accuracy": "| Cell Type | N cells |  celltypist |  knn bbknn |  knn harmony |  knn on scvi |  onclass |  scanvi |  svm |  xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| pancreatic acinar cell | 4934 | 0.97 | 0.88 | 0.98 | 0.99 | 0.00 | 0.98 | 0.98 | 0.98 | 0.99 |\n| pancreatic ductal cell | 2456 | 0.95 | 0.82 | 0.97 | 0.97 | 0.00 | 0.97 | 0.97 | 0.96 | 0.97 |\n| endothelial cell | 2083 | 0.99 | 0.99 | 1.00 | 1.00 | 0.00 | 0.99 | 1.00 | 1.00 | 1.00 |\n| macrophage | 1426 | 0.93 | 0.87 | 0.95 | 0.94 | 0.00 | 0.91 | 0.97 | 0.97 | 0.96 |\n| CD8-positive, alpha-beta T cell | 557 | 0.97 | 0.96 | 0.97 | 0.96 | 0.00 | 0.99 | 1.00 | 1.00 | 0.98 |\n| pancreatic stellate cell | 393 | 0.97 | 0.97 | 0.98 | 0.98 | 0.00 | 0.98 | 0.99 | 0.99 | 0.99 |\n| classical monocyte | 353 | 0.81 | 0.00 | 0.85 | 0.79 | 0.00 | 0.83 | 0.90 | 0.92 | 0.89 |\n| fibroblast | 178 | 0.93 | 0.93 | 0.97 | 0.98 | 0.00 | 0.99 | 1.00 | 1.00 | 0.99 |\n| type B pancreatic cell | 87 | 0.94 | 0.62 | 0.96 | 0.90 | 0.00 | 0.96 | 1.00 | 1.00 | 0.99 |\n| B cell | 49 | 0.86 | 0.98 | 0.96 | 0.94 | 0.00 | 0.99 | 1.00 | 0.97 | 0.99 |\n| natural killer cell | 46 | 0.94 | 0.90 | 0.96 | 0.81 | 0.00 | 0.97 | 1.00 | 1.00 | 0.99 |\n| pancreatic A cell | 42 | 0.93 | 0.00 | 0.94 | 0.88 | 0.00 | 1.00 | 1.00 | 1.00 | 0.98 |\n| intermediate monocyte | 42 | 0.00 | 0.00 | 0.36 | 0.24 | 0.00 | 0.45 | 0.87 | 0.89 | 0.81 |\n| CD4-positive, alpha-beta T cell | 34 | 0.00 | 0.00 | 0.44 | 0.26 | 0.00 | 0.91 | 1.00 | 1.00 | 0.61 |\n| monocyte | 13 | 0.00 | 0.00 | 0.12 | 0.47 | 0.00 | 0.51 | 0.93 | 0.96 | 0.47 |\n| plasma cell | 10 | 0.00 | 0.33 | 0.95 | 0.82 | 0.00 | 0.95 | 1.00 | 1.00 | 1.00 |\n| pancreatic D cell | 9 | 0.00 | 0.00 | 0.43 | 0.18 | 0.00 | 0.94 | 1.00 | 1.00 | 0.80 |\n| neutrophil | 6 | 0.00 | 0.00 | 0.67 | 0.00 | 0.00 | 0.71 | 1.00 | 1.00 | 0.91 |\n| mature NK T cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.67 | 1.00 | 1.00 | 1.00 |\n| mast cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.57 | 1.00 | 1.00 | 1.00 |\n| pancreatic PP cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.80 | 1.00 | 1.00 | 0.67 |\n| T cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.67 | 1.00 | 1.00 | 1.00 |\n| non-classical monocyte | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.67 | 1.00 | 1.00 | 0.00 |"
+    "query_accuracy": "| Cell Type | N cells |  celltypist |  knn bbknn |  knn harmony |  knn on scvi |  onclass |  scanvi |  svm |  xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| pancreatic acinar cell | 545 | 0.97 | 0.96 | 0.98 | 0.98 | 0.00 | 0.98 | 0.98 | 0.98 | 0.98 |\n| pancreatic ductal cell | 271 | 0.94 | 0.93 | 0.96 | 0.95 | 0.00 | 0.96 | 0.97 | 0.96 | 0.97 |\n| endothelial cell | 239 | 0.99 | 0.99 | 0.99 | 0.99 | 0.00 | 0.99 | 0.99 | 0.99 | 1.00 |\n| macrophage | 163 | 0.94 | 0.88 | 0.93 | 0.93 | 0.00 | 0.90 | 0.95 | 0.93 | 0.95 |\n| CD8-positive, alpha-beta T cell | 59 | 0.98 | 0.96 | 0.98 | 0.95 | 0.00 | 0.97 | 0.98 | 0.98 | 0.98 |\n| pancreatic stellate cell | 42 | 0.96 | 0.95 | 0.98 | 0.96 | 0.00 | 0.97 | 0.98 | 0.98 | 0.99 |\n| classical monocyte | 38 | 0.76 | 0.00 | 0.75 | 0.78 | 0.00 | 0.83 | 0.83 | 0.80 | 0.80 |\n| fibroblast | 17 | 0.97 | 1.00 | 0.97 | 0.97 | 0.00 | 1.00 | 1.00 | 0.94 | 1.00 |\n| type B pancreatic cell | 14 | 1.00 | 0.96 | 1.00 | 0.93 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |\n| B cell | 2 | 1.00 | 1.00 | 0.80 | 0.80 | 0.00 | 0.80 | 1.00 | 0.80 | 1.00 |\n| natural killer cell | 4 | 0.89 | 0.86 | 1.00 | 1.00 | 0.00 | 0.80 | 1.00 | 1.00 | 1.00 |\n| pancreatic A cell | 7 | 1.00 | 0.44 | 0.92 | 0.83 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |\n| intermediate monocyte | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| CD4-positive, alpha-beta T cell | 4 | 0.00 | 0.00 | 0.00 | 0.33 | 0.00 | 0.55 | 0.40 | 0.40 | 0.00 |\n| monocyte | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| plasma cell | 3 | 0.86 | 1.00 | 1.00 | 0.86 | 0.00 | 0.86 | 1.00 | 1.00 | 1.00 |\n| pancreatic D cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| neutrophil | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 1.00 | 0.00 | 0.00 | 0.00 |\n| mature NK T cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| mast cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| pancreatic PP cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| T cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| non-classical monocyte | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |",
+    "ref_accuracy": "| Cell Type | N cells |  celltypist |  knn bbknn |  knn harmony |  knn on scvi |  onclass |  scanvi |  svm |  xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| pancreatic acinar cell | 4937 | 0.97 | 0.87 | 0.98 | 0.99 | 0.00 | 0.98 | 0.98 | 0.98 | 0.99 |\n| pancreatic ductal cell | 2449 | 0.95 | 0.80 | 0.97 | 0.97 | 0.00 | 0.96 | 0.97 | 0.97 | 0.97 |\n| endothelial cell | 2084 | 0.99 | 0.99 | 1.00 | 1.00 | 0.00 | 0.99 | 1.00 | 1.00 | 1.00 |\n| macrophage | 1426 | 0.93 | 0.87 | 0.95 | 0.94 | 0.00 | 0.92 | 0.96 | 0.96 | 0.96 |\n| CD8-positive, alpha-beta T cell | 559 | 0.97 | 0.95 | 0.98 | 0.96 | 0.00 | 0.98 | 1.00 | 1.00 | 0.99 |\n| pancreatic stellate cell | 395 | 0.96 | 0.93 | 0.98 | 0.98 | 0.00 | 0.98 | 0.99 | 0.99 | 0.99 |\n| classical monocyte | 352 | 0.80 | 0.00 | 0.86 | 0.80 | 0.00 | 0.88 | 0.90 | 0.90 | 0.89 |\n| fibroblast | 177 | 0.94 | 0.93 | 0.97 | 0.97 | 0.00 | 1.00 | 0.99 | 0.99 | 0.99 |\n| type B pancreatic cell | 88 | 0.94 | 0.49 | 0.96 | 0.91 | 0.00 | 0.97 | 1.00 | 1.00 | 0.99 |\n| B cell | 51 | 0.97 | 0.99 | 0.95 | 0.95 | 0.00 | 0.97 | 0.99 | 0.95 | 1.00 |\n| natural killer cell | 46 | 0.92 | 0.69 | 0.94 | 0.73 | 0.00 | 0.98 | 1.00 | 1.00 | 0.99 |\n| pancreatic A cell | 41 | 0.93 | 0.00 | 0.94 | 0.83 | 0.00 | 0.99 | 1.00 | 1.00 | 0.96 |\n| intermediate monocyte | 42 | 0.00 | 0.00 | 0.34 | 0.16 | 0.00 | 0.46 | 0.82 | 0.91 | 0.85 |\n| CD4-positive, alpha-beta T cell | 33 | 0.00 | 0.00 | 0.52 | 0.34 | 0.00 | 0.70 | 1.00 | 0.99 | 0.73 |\n| monocyte | 13 | 0.00 | 0.00 | 0.12 | 0.35 | 0.00 | 0.46 | 0.93 | 0.96 | 0.35 |\n| plasma cell | 10 | 0.53 | 0.50 | 0.95 | 0.89 | 0.00 | 0.80 | 1.00 | 1.00 | 0.95 |\n| pancreatic D cell | 9 | 0.00 | 0.00 | 0.43 | 0.33 | 0.00 | 0.94 | 1.00 | 1.00 | 0.88 |\n| neutrophil | 6 | 0.00 | 0.00 | 0.80 | 0.00 | 0.00 | 0.92 | 1.00 | 1.00 | 1.00 |\n| mature NK T cell | 2 | 0.00 | 0.00 | 0.50 | 0.00 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |\n| mast cell | 2 | 0.00 | 0.00 | 0.00 | 0.67 | 0.00 | 0.67 | 1.00 | 1.00 | 1.00 |\n| pancreatic PP cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.44 | 1.00 | 1.00 | 0.67 |\n| T cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.50 | 1.00 | 1.00 | 1.00 |\n| non-classical monocyte | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.12 | 1.00 | 1.00 | 0.00 |"
 }

celltypist.pkl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:2963d27eb1f01c009f9fb070dd7fa68b15c4c060826ad6082ad75ed632e09d98
+oid sha256:e9e077708ca8a33d4cae3633300aaf200db5c864eb530fd416633b6e45d16db0
 size 537740

harmony_knn_classifier.joblib

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:9e066de4133204a52901c2526f48c4a1f8e1838a56d62d62b42bde50773852c0
-size 9656866
+oid sha256:e1c9a66ad5312afd16fdd623737aedda7da6cb0881fd720e825bcae33ca68924
+size 9634754

preprocessing.json

@@ -68,6 +68,7 @@
         "ENSG00000010818",
         "ENSG00000010932",
         "ENSG00000011028",
+        "ENSG00000011198",
         "ENSG00000011201",
         "ENSG00000011347",
         "ENSG00000011422",
@@ -85,6 +86,7 @@
         "ENSG00000014257",
         "ENSG00000015285",
         "ENSG00000015413",
+        "ENSG00000016082",
         "ENSG00000016402",
         "ENSG00000017427",
         "ENSG00000017483",
@@ -443,7 +445,6 @@
         "ENSG00000091583",
         "ENSG00000091592",
         "ENSG00000091622",
-        "ENSG00000091651",
         "ENSG00000091656",
         "ENSG00000091831",
         "ENSG00000091844",
@@ -582,7 +583,6 @@
         "ENSG00000102038",
         "ENSG00000102048",
         "ENSG00000102053",
-        "ENSG00000102096",
         "ENSG00000102109",
         "ENSG00000102174",
         "ENSG00000102218",
@@ -756,7 +756,6 @@
         "ENSG00000107551",
         "ENSG00000107562",
         "ENSG00000107719",
-        "ENSG00000107731",
         "ENSG00000107736",
         "ENSG00000107738",
         "ENSG00000107742",
@@ -1090,7 +1089,6 @@
         "ENSG00000119888",
         "ENSG00000119899",
         "ENSG00000119900",
-        "ENSG00000119917",
         "ENSG00000119938",
         "ENSG00000119969",
         "ENSG00000119986",
@@ -1266,7 +1264,6 @@
         "ENSG00000126803",
         "ENSG00000126860",
         "ENSG00000126878",
-        "ENSG00000126882",
         "ENSG00000126970",
         "ENSG00000127083",
         "ENSG00000127129",
@@ -1566,6 +1563,7 @@
         "ENSG00000136531",
         "ENSG00000136546",
         "ENSG00000136574",
+        "ENSG00000136630",
         "ENSG00000136634",
         "ENSG00000136689",
         "ENSG00000136732",
@@ -1748,6 +1746,7 @@
         "ENSG00000141506",
         "ENSG00000141526",
         "ENSG00000141574",
+        "ENSG00000141576",
         "ENSG00000141639",
         "ENSG00000141655",
         "ENSG00000141736",
@@ -1843,6 +1842,7 @@
         "ENSG00000144749",
         "ENSG00000144802",
         "ENSG00000144824",
+        "ENSG00000144837",
         "ENSG00000144847",
         "ENSG00000144857",
         "ENSG00000144868",
@@ -1969,6 +1969,7 @@
         "ENSG00000149257",
         "ENSG00000149260",
         "ENSG00000149294",
+        "ENSG00000149428",
         "ENSG00000149554",
         "ENSG00000149564",
         "ENSG00000149573",
@@ -2210,6 +2211,7 @@
         "ENSG00000157554",
         "ENSG00000157557",
         "ENSG00000157570",
+        "ENSG00000157601",
         "ENSG00000157613",
         "ENSG00000157654",
         "ENSG00000157657",
@@ -2412,7 +2414,6 @@
         "ENSG00000163581",
         "ENSG00000163584",
         "ENSG00000163590",
-        "ENSG00000163596",
         "ENSG00000163618",
         "ENSG00000163623",
         "ENSG00000163624",
@@ -2517,7 +2518,6 @@
         "ENSG00000164938",
         "ENSG00000164946",
         "ENSG00000164949",
-        "ENSG00000164989",
         "ENSG00000165025",
         "ENSG00000165029",
         "ENSG00000165030",
@@ -2652,7 +2652,6 @@
         "ENSG00000167680",
         "ENSG00000167703",
         "ENSG00000167711",
-        "ENSG00000167741",
         "ENSG00000167747",
         "ENSG00000167748",
         "ENSG00000167757",
@@ -3037,7 +3036,6 @@
         "ENSG00000177679",
         "ENSG00000177694",
         "ENSG00000177706",
-        "ENSG00000177707",
         "ENSG00000177885",
         "ENSG00000177990",
         "ENSG00000178031",
@@ -3188,7 +3186,6 @@
         "ENSG00000183742",
         "ENSG00000183775",
         "ENSG00000183778",
-        "ENSG00000183779",
         "ENSG00000183780",
         "ENSG00000183783",
         "ENSG00000183807",
@@ -3505,6 +3502,7 @@
         "ENSG00000198502",
         "ENSG00000198515",
         "ENSG00000198554",
+        "ENSG00000198597",
         "ENSG00000198626",
         "ENSG00000198673",
         "ENSG00000198682",
@@ -3571,6 +3569,7 @@
         "ENSG00000204764",
         "ENSG00000205038",
         "ENSG00000205045",
+        "ENSG00000205189",
         "ENSG00000205209",
         "ENSG00000205213",
         "ENSG00000205221",
@@ -3801,7 +3800,6 @@
         "ENSG00000240038",
         "ENSG00000240057",
         "ENSG00000240583",
-        "ENSG00000240891",
         "ENSG00000240972",
         "ENSG00000241316",
         "ENSG00000241343",
@@ -3969,6 +3967,7 @@
         "ENSG00000267519",
         "ENSG00000267534",
         "ENSG00000267586",
+        "ENSG00000267659",
         "ENSG00000267795",
         "ENSG00000267871",
         "ENSG00000268751",
@@ -3989,6 +3988,7 @@
         "ENSG00000272894",
         "ENSG00000273247",
         "ENSG00000274070",
+        "ENSG00000274736",
         "ENSG00000275302",
         "ENSG00000275395",
         "ENSG00000276043",

pynndescent_index.joblib

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:e0264476b4be48f9fc193a427f97b8b2e16621dbe45e12e9d34f7bec1936d405
-size 10244455
+oid sha256:cc518e69118aeaef950005e0a7f99b9d392f6add0c54488dea71049026ad3903
+size 10238623

scanvi/model.pt

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:2c15545485397d023eaa2a43cecc537cfde69a40233d70906b25ab0e7d9c85ff
+oid sha256:314be4fd4c6fd3cb53f2bc3a3aa1a14ff64394a215d4b868814299086dbccf6a
 size 11453868

scvi/model.pt

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:0d3b2e4408219e2aee7906c8665e32d6e25341c5adda93dc4c7cb6af2a959c17
+oid sha256:a4e595b2afe25c159afa08f67e7086753ff6d1b087edb26e0940b16828b8e182
 size 10887357

scvi_knn_classifier.joblib

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:ee1127e8c4fe7b87607c28d10020ea7877efc19530ccb884c964480761674064
-size 5374994
+oid sha256:d1775ca936abec96349a78246d8e40fc22e9ad13b904aca6e2acf780a7239c86
+size 5379170

svm_classifier.joblib

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2f54f32c8326f8e91873f91303469fc1188e6e0c8d3c682d1195b1f8c156415c
+size 3625948

svm_classifier_cuml.joblib

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:472737e2fbe2f3e85b08351cbce5ccd813c307fecf46d72fe720b62c51679d92
+oid sha256:aeacb2559a1ab43d9fd689c09a8a921f9ee500ea7660f270639eeaa8a085aad9
 size 393547

xgboost_classifier.model

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:3a32faa0cea03f0670893c429edf9299273d26ced5559b2251aeec1714f5ed9c
-size 5252105
+oid sha256:33c04e84c6fb46c8f51a9b8774cb7e7279b5cc1f43edf7a90b0e9445711ad6d5
+size 5246117