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Single_Cell_Classifier

unified_cell_classifier
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Upload modello unificato e sub-classificatori

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Files changed (14) hide show
  1. main_classifier/id2label_main.json +11 -0
  2. main_classifier/main_classifier.bin +3 -0
  3. sub_classifiers/B_cells_classifier/B_cells_classifier.bin +3 -0
  4. sub_classifiers/B_cells_classifier/B_cells_classifier_id2label.json +11 -0
  5. sub_classifiers/CD4plus_T_cells_classifier/CD4plus_T_cells_classifier.bin +3 -0
  6. sub_classifiers/CD4plus_T_cells_classifier/CD4plus_T_cells_classifier_id2label.json +18 -0
  7. sub_classifiers/Myeloid_cells_classifier/Myeloid_cells_classifier.bin +3 -0
  8. sub_classifiers/Myeloid_cells_classifier/Myeloid_cells_classifier_id2label.json +6 -0
  9. sub_classifiers/NK_cells_classifier/NK_cells_classifier.bin +3 -0
  10. sub_classifiers/NK_cells_classifier/NK_cells_classifier_id2label.json +8 -0
  11. sub_classifiers/TRAV1_2_CD8plus_T_cells_classifier/TRAV1_2_CD8plus_T_cells_classifier.bin +3 -0
  12. sub_classifiers/TRAV1_2_CD8plus_T_cells_classifier/TRAV1_2_CD8plus_T_cells_classifier_id2label.json +14 -0
  13. sub_classifiers/gd_T_cells_classfier/gd_T_cells_classfier.bin +3 -0
  14. sub_classifiers/gd_T_cells_classfier/gd_T_cells_classfier_id2label.json +7 -0
main_classifier/id2label_main.json ADDED
@@ -0,0 +1,11 @@
 
 
 
 
 
 
 
 
 
 
 
 
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+ {
2
+ "0": "B cells",
3
+ "1": "CD4+ T cells",
4
+ "2": "DN T cells",
5
+ "3": "MAIT cells",
6
+ "4": "Myeloid cells",
7
+ "5": "NK cells",
8
+ "6": "Progenitor cells",
9
+ "7": "TRAV1-2- CD8+ T cells",
10
+ "8": "gd T cells"
11
+ }
main_classifier/main_classifier.bin ADDED
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+ size 6897188
sub_classifiers/B_cells_classifier/B_cells_classifier.bin ADDED
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sub_classifiers/B_cells_classifier/B_cells_classifier_id2label.json ADDED
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+ {
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+ "0": "Activated",
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+ "1": "Atypical memory",
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+ "2": "CD5+ B cells",
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+ "3": "Naive",
6
+ "4": "Naive-IFN",
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+ "5": "Non-switched memory",
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+ "6": "Plasma cells",
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+ "7": "Switched memory",
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+ "8": "Transitional"
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+ }
sub_classifiers/CD4plus_T_cells_classifier/CD4plus_T_cells_classifier.bin ADDED
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sub_classifiers/CD4plus_T_cells_classifier/CD4plus_T_cells_classifier_id2label.json ADDED
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+ {
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+ "0": "Exhausted-like memory",
3
+ "1": "HLA-DR+ memory",
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+ "2": "Naive",
5
+ "3": "Naive-IFN",
6
+ "4": "Temra",
7
+ "5": "Terminal effector",
8
+ "6": "Tfh",
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+ "7": "Th1",
10
+ "8": "Th1/Th17",
11
+ "9": "Th17",
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+ "10": "Th2",
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+ "11": "Th22",
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+ "12": "Treg KLRB1+RORC+",
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+ "13": "Treg cytotoxic",
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+ "14": "Treg memory",
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+ "15": "Treg naive"
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+ }
sub_classifiers/Myeloid_cells_classifier/Myeloid_cells_classifier.bin ADDED
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sub_classifiers/Myeloid_cells_classifier/Myeloid_cells_classifier_id2label.json ADDED
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+ {
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+ "0": "Classical monocytes",
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+ "1": "Non-classical monocytes",
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+ "2": "cDCs",
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+ "3": "pDCs"
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+ }
sub_classifiers/NK_cells_classifier/NK_cells_classifier.bin ADDED
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sub_classifiers/NK_cells_classifier/NK_cells_classifier_id2label.json ADDED
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+ {
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+ "0": "CD56bright",
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+ "1": "CD56dim CD57+",
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+ "2": "CD56dim CD57-",
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+ "3": "CD56dim CD57int",
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+ "4": "CD56dim CD57low",
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+ "5": "Proliferative"
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+ }
sub_classifiers/TRAV1_2_CD8plus_T_cells_classifier/TRAV1_2_CD8plus_T_cells_classifier.bin ADDED
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sub_classifiers/TRAV1_2_CD8plus_T_cells_classifier/TRAV1_2_CD8plus_T_cells_classifier_id2label.json ADDED
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+ {
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+ "0": "HLA-DR+",
3
+ "1": "NKT-like",
4
+ "2": "Naive",
5
+ "3": "Naive-IFN",
6
+ "4": "Proliferative",
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+ "5": "Tcm CCR4+",
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+ "6": "Tcm CCR4-",
9
+ "7": "Tem GZMB+",
10
+ "8": "Tem GZMK+",
11
+ "9": "Temra",
12
+ "10": "Tmem KLRC2+",
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+ "11": "Trm"
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+ }
sub_classifiers/gd_T_cells_classfier/gd_T_cells_classfier.bin ADDED
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sub_classifiers/gd_T_cells_classfier/gd_T_cells_classfier_id2label.json ADDED
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+ {
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+ "0": "Vd1 GZMB+",
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+ "1": "Vd1 GZMK+",
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+ "2": "Vd2 GZMB+",
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+ "3": "Vd2 GZMK+",
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+ "4": "gd naive"
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+ }