Hugging Face's logo

Yuto2007
/
Single_Cell_Classifier

unified_cell_classifier
custom_code
Model card Files
xet
Community
Yuto2007 commited on
Commit
86f8f66
·
verified ·
1 Parent(s): 7bbf57b

Update config.json

Browse files
Files changed (1) hide show
  1. config.json +61 -11
config.json CHANGED
@@ -1,11 +1,61 @@
1
- {
2
- "models_base_path": ".",
3
- "sub_classifier_names": [
4
- "B_cells_classifier",
5
- "CD4plus_T_cells_classifier",
6
- "Myeloid_cells_classifier",
7
- "NK_cells_classifier",
8
- "TRAV1_2_CD8plus_T_cells",
9
- "gd_T_cells_classifier"
10
- ]
11
- }
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "sub_classifier_names": [
3
+ "B_cells_classifier",
4
+ "CD4plus_T_cells_classifier",
5
+ "Myeloid_cells_classifier",
6
+ "NK_cells_classifier",
7
+ "TRAV1_2_CD8plus_T_cells_classifier",
8
+ "gd_T_cells_classfier"
9
+ ],
10
+ "main_classifier_config": {
11
+ "input_dim": 3072,
12
+ "hidden_dims": [512, 256],
13
+ "output_dim": 9,
14
+ "dropout_rate": 0.2,
15
+ "use_residual_in_hidden": true
16
+ },
17
+ "sub_classifiers_config": {
18
+ "B_cells_classifier": {
19
+ "input_dim": 3072,
20
+ "hidden_dims": [3072, 1536, 768],
21
+ "output_dim": 9,
22
+ "dropout_rate": 0.2,
23
+ "use_residual_in_hidden": true
24
+ },
25
+ "CD4plus_T_cells_classifier": {
26
+ "input_dim": 3072,
27
+ "hidden_dims": [3072, 1536, 768],
28
+ "output_dim": 16,
29
+ "dropout_rate": 0.2,
30
+ "use_residual_in_hidden": true
31
+ },
32
+ "Myeloid_cells_classifier": {
33
+ "input_dim": 3072,
34
+ "hidden_dims": [3072, 1536, 768],
35
+ "output_dim": 4,
36
+ "dropout_rate": 0.2,
37
+ "use_residual_in_hidden": true
38
+ },
39
+ "NK_cells_classifier": {
40
+ "input_dim": 3072,
41
+ "hidden_dims": [3072, 1536, 768],
42
+ "output_dim": 6,
43
+ "dropout_rate": 0.2,
44
+ "use_residual_in_hidden": true
45
+ },
46
+ "TRAV1_2_CD8plus_T_cells_classifier": {
47
+ "input_dim": 3072,
48
+ "hidden_dims": [3072, 1536, 768],
49
+ "output_dim": 12,
50
+ "dropout_rate": 0.2,
51
+ "use_residual_in_hidden": true
52
+ },
53
+ "gd_T_cells_classfier": {
54
+ "input_dim": 3072,
55
+ "hidden_dims": [3072, 1536, 768],
56
+ "output_dim": 5,
57
+ "dropout_rate": 0.2,
58
+ "use_residual_in_hidden": true
59
+ }
60
+ }
61
+ }