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{
"architectures": [
"UnifiedCellClassifier"
],
"dtype": "float32",
"macro_to_sub": {
"0": "B_cells_classifier",
"1": "CD4plus_T_cells_classifier",
"4": "Myeloid_cells_classifier",
"5": "NK_cells_classifier",
"7": "TRAV1_2_CD8plus_T_cells_classifier",
"8": "gd_T_cells_classfier"
},
"main_classifier_config": {
"dropout_rate": 0.2,
"hidden_dims": [
512,
256
],
"input_dim": 3072,
"output_dim": 9,
"use_residual_in_hidden": true
},
"main_labels": {
"0": "B cells",
"1": "CD4+ T cells",
"2": "DN T cells",
"3": "MAIT cells",
"4": "Myeloid cells",
"5": "NK cells",
"6": "Progenitor cells",
"7": "TRAV1-2- CD8+ T cells",
"8": "gd T cells"
},
"model_type": "scBloodClassifier",
"sub_classifier_names": [
"B_cells_classifier",
"CD4plus_T_cells_classifier",
"Myeloid_cells_classifier",
"NK_cells_classifier",
"TRAV1_2_CD8plus_T_cells_classifier",
"gd_T_cells_classfier"
],
"sub_classifiers_config": {
"B_cells_classifier": {
"dropout_rate": 0.2,
"hidden_dims": [
3072,
1536,
768
],
"input_dim": 3072,
"output_dim": 9,
"use_residual_in_hidden": true
},
"CD4plus_T_cells_classifier": {
"dropout_rate": 0.2,
"hidden_dims": [
3072,
1536,
768
],
"input_dim": 3072,
"output_dim": 16,
"use_residual_in_hidden": true
},
"Myeloid_cells_classifier": {
"dropout_rate": 0.2,
"hidden_dims": [
3072,
1536,
768
],
"input_dim": 3072,
"output_dim": 4,
"use_residual_in_hidden": true
},
"NK_cells_classifier": {
"dropout_rate": 0.2,
"hidden_dims": [
3072,
1536,
768
],
"input_dim": 3072,
"output_dim": 6,
"use_residual_in_hidden": true
},
"TRAV1_2_CD8plus_T_cells_classifier": {
"dropout_rate": 0.2,
"hidden_dims": [
3072,
1536,
768
],
"input_dim": 3072,
"output_dim": 12,
"use_residual_in_hidden": true
},
"gd_T_cells_classfier": {
"dropout_rate": 0.2,
"hidden_dims": [
3072,
1536,
768
],
"input_dim": 3072,
"output_dim": 5,
"use_residual_in_hidden": true
}
},
"sub_labels": {
"B_cells_classifier": {
"0": "Activated",
"1": "Atypical memory",
"2": "CD5+ B cells",
"3": "Naive",
"4": "Naive-IFN",
"5": "Non-switched memory",
"6": "Plasma cells",
"7": "Switched memory",
"8": "Transitional"
},
"CD4plus_T_cells_classifier": {
"0": "Exhausted-like memory",
"1": "HLA-DR+ memory",
"10": "Th2",
"11": "Th22",
"12": "Treg KLRB1+RORC+",
"13": "Treg cytotoxic",
"14": "Treg memory",
"15": "Treg naive",
"2": "Naive",
"3": "Naive-IFN",
"4": "Temra",
"5": "Terminal effector",
"6": "Tfh",
"7": "Th1",
"8": "Th1/Th17",
"9": "Th17"
},
"Myeloid_cells_classifier": {
"0": "Classical monocytes",
"1": "Non-classical monocytes",
"2": "cDCs",
"3": "pDCs"
},
"NK_cells_classifier": {
"0": "CD56bright",
"1": "CD56dim CD57+",
"2": "CD56dim CD57-",
"3": "CD56dim CD57int",
"4": "CD56dim CD57low",
"5": "Proliferative"
},
"TRAV1_2_CD8plus_T_cells_classifier": {
"0": "HLA-DR+",
"1": "NKT-like",
"10": "Tmem KLRC2+",
"11": "Trm",
"2": "Naive",
"3": "Naive-IFN",
"4": "Proliferative",
"5": "Tcm CCR4+",
"6": "Tcm CCR4-",
"7": "Tem GZMB+",
"8": "Tem GZMK+",
"9": "Temra"
},
"gd_T_cells_classfier": {
"0": "Vd1 GZMB+",
"1": "Vd1 GZMK+",
"2": "Vd2 GZMB+",
"3": "Vd2 GZMK+",
"4": "gd naive"
}
},
"transformers_version": "4.56.1"
}
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