Hugging Face's logo

serval-uni-lu
/
tabularbench

Model card Files
xet
 Community
Thibault Simonetto commited on
Commit
2489d58
·
1 Parent(s): 2c36ff1

LCLD Dataset

Browse files
This view is limited to 50 files because it contains too many changes.   See raw diff
Files changed (50) hide show
  1. lcld_v2_iid/stg_lcld_v2_iid_ctgan.model/args.json +35 -0
  2. lcld_v2_iid/stg_lcld_v2_iid_ctgan.model/scaler.json +1 -0
  3. lcld_v2_iid/stg_lcld_v2_iid_ctgan.model/weights.pt +3 -0
  4. lcld_v2_iid/stg_lcld_v2_iid_ctgan_madry.model/args.json +35 -0
  5. lcld_v2_iid/stg_lcld_v2_iid_ctgan_madry.model/scaler.json +1 -0
  6. lcld_v2_iid/stg_lcld_v2_iid_ctgan_madry.model/weights.pt +3 -0
  7. lcld_v2_iid/stg_lcld_v2_iid_cutmix.model/args.json +35 -0
  8. lcld_v2_iid/stg_lcld_v2_iid_cutmix.model/scaler.json +1 -0
  9. lcld_v2_iid/stg_lcld_v2_iid_cutmix.model/weights.pt +3 -0
  10. lcld_v2_iid/stg_lcld_v2_iid_cutmix_madry.model/args.json +35 -0
  11. lcld_v2_iid/stg_lcld_v2_iid_cutmix_madry.model/scaler.json +1 -0
  12. lcld_v2_iid/stg_lcld_v2_iid_cutmix_madry.model/weights.pt +3 -0
  13. lcld_v2_iid/stg_lcld_v2_iid_default.model/args.json +32 -0
  14. lcld_v2_iid/stg_lcld_v2_iid_default.model/weights.pt +3 -0
  15. lcld_v2_iid/stg_lcld_v2_iid_dist.model/args.json +32 -0
  16. lcld_v2_iid/stg_lcld_v2_iid_dist.model/weights.pt +3 -0
  17. lcld_v2_iid/stg_lcld_v2_iid_goggle.model/args.json +35 -0
  18. lcld_v2_iid/stg_lcld_v2_iid_goggle.model/scaler.json +1 -0
  19. lcld_v2_iid/stg_lcld_v2_iid_goggle.model/weights.pt +3 -0
  20. lcld_v2_iid/stg_lcld_v2_iid_goggle_madry.model/args.json +35 -0
  21. lcld_v2_iid/stg_lcld_v2_iid_goggle_madry.model/scaler.json +1 -0
  22. lcld_v2_iid/stg_lcld_v2_iid_goggle_madry.model/weights.pt +3 -0
  23. lcld_v2_iid/stg_lcld_v2_iid_madry.model/args.json +32 -0
  24. lcld_v2_iid/stg_lcld_v2_iid_madry.model/weights.pt +3 -0
  25. lcld_v2_iid/stg_lcld_v2_iid_subset.model/args.json +32 -0
  26. lcld_v2_iid/stg_lcld_v2_iid_subset.model/weights.pt +3 -0
  27. lcld_v2_iid/stg_lcld_v2_iid_tablegan.model/args.json +35 -0
  28. lcld_v2_iid/stg_lcld_v2_iid_tablegan.model/scaler.json +1 -0
  29. lcld_v2_iid/stg_lcld_v2_iid_tablegan.model/weights.pt +3 -0
  30. lcld_v2_iid/stg_lcld_v2_iid_tablegan_madry.model/args.json +35 -0
  31. lcld_v2_iid/stg_lcld_v2_iid_tablegan_madry.model/scaler.json +1 -0
  32. lcld_v2_iid/stg_lcld_v2_iid_tablegan_madry.model/weights.pt +3 -0
  33. lcld_v2_iid/stg_lcld_v2_iid_tvae.model/args.json +35 -0
  34. lcld_v2_iid/stg_lcld_v2_iid_tvae.model/scaler.json +1 -0
  35. lcld_v2_iid/stg_lcld_v2_iid_tvae.model/weights.pt +3 -0
  36. lcld_v2_iid/stg_lcld_v2_iid_tvae_madry.model/args.json +35 -0
  37. lcld_v2_iid/stg_lcld_v2_iid_tvae_madry.model/scaler.json +1 -0
  38. lcld_v2_iid/stg_lcld_v2_iid_tvae_madry.model/weights.pt +3 -0
  39. lcld_v2_iid/stg_lcld_v2_iid_wgan.model/args.json +35 -0
  40. lcld_v2_iid/stg_lcld_v2_iid_wgan.model/scaler.json +1 -0
  41. lcld_v2_iid/stg_lcld_v2_iid_wgan.model/weights.pt +3 -0
  42. lcld_v2_iid/stg_lcld_v2_iid_wgan_madry.model/args.json +35 -0
  43. lcld_v2_iid/stg_lcld_v2_iid_wgan_madry.model/scaler.json +1 -0
  44. lcld_v2_iid/stg_lcld_v2_iid_wgan_madry.model/weights.pt +3 -0
  45. lcld_v2_iid/tabnet_lcld_v2_iid_ctgan.model/args.json +37 -0
  46. lcld_v2_iid/tabnet_lcld_v2_iid_ctgan.model/scaler.json +1 -0
  47. lcld_v2_iid/tabnet_lcld_v2_iid_ctgan.model/weights.pt +3 -0
  48. lcld_v2_iid/tabnet_lcld_v2_iid_ctgan_madry.model/args.json +37 -0
  49. lcld_v2_iid/tabnet_lcld_v2_iid_ctgan_madry.model/scaler.json +1 -0
  50. lcld_v2_iid/tabnet_lcld_v2_iid_ctgan_madry.model/weights.pt +3 -0
lcld_v2_iid/stg_lcld_v2_iid_ctgan.model/args.json ADDED
@@ -0,0 +1,35 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "name": "stg",
3
+ "objective": "classification",
4
+ "batch_size": 1024,
5
+ "epochs": 100,
6
+ "early_stopping_rounds": 100,
7
+ "learning_rate": 0.018348142128120866,
8
+ "val_batch_size": 2048,
9
+ "class_weight": "balanced",
10
+ "weight_decay": -3,
11
+ "force_device": "cpu",
12
+ "is_text": false,
13
+ "dg_method": null,
14
+ "seed": 42,
15
+ "dg_num_groups": 4,
16
+ "dg_group_method": "random",
17
+ "lam": 0.0013591937763331307,
18
+ "hidden_dims": [
19
+ 500,
20
+ 400,
21
+ 20
22
+ ],
23
+ "num_classes": 2,
24
+ "custom_dataloader": "",
25
+ "depth": 12,
26
+ "heads": 2,
27
+ "dropout": 0.5,
28
+ "model_name": "stg",
29
+ "dataset": "lcld_v2_iid",
30
+ "num_splits": 5,
31
+ "shuffle": true,
32
+ "metrics": [
33
+ "auc"
34
+ ]
35
+ }
lcld_v2_iid/stg_lcld_v2_iid_ctgan.model/scaler.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"x_min": [1000.0, 36.0, 5.309999942779541, 4.929999828338623, 0.0, 0.0, 33.0, -1.0, 1.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 662.0, 0.0, 0.0001714285754133016, 0.024390242993831635, 36.0, 0.0, 0.0, -1.0], "x_max": [40000.0, 60.0, 30.989999771118164, 1719.8299560546875, 34.0, 10.0, 10999200.0, 999.0, 90.0, 86.0, 2904836.0, 892.2999877929688, 176.0, 51.0, 12.0, 847.5, 11.0, 310.6060485839844, 1.0, 999.0, 0.49593496322631836, 0.09090909361839294, 1.0], "x_mean": null, "x_std": null, "categories": [[0.0, 1.0, 2.0, 3.0, 4.0, 5.0], [0.0, 1.0, 2.0], [0.0, 1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0, 12.0, 13.0], [0.0, 1.0], [0.0, 1.0]], "cat_idx": [6, 8, 9, 16, 17], "num_idx": [0, 1, 2, 3, 4, 5, 7, 10, 11, 12, 13, 14, 15, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27]}
lcld_v2_iid/stg_lcld_v2_iid_ctgan.model/weights.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:1490fdeab673f0d02ce3c87173ede1b68daa495331a9bb785575adf68fcaec42
3
+ size 939271
lcld_v2_iid/stg_lcld_v2_iid_ctgan_madry.model/args.json ADDED
@@ -0,0 +1,35 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "name": "stg",
3
+ "objective": "classification",
4
+ "batch_size": 1024,
5
+ "epochs": 100,
6
+ "early_stopping_rounds": 100,
7
+ "learning_rate": 0.018348142128120866,
8
+ "val_batch_size": 2048,
9
+ "class_weight": "balanced",
10
+ "weight_decay": -3,
11
+ "force_device": "cpu",
12
+ "is_text": false,
13
+ "dg_method": null,
14
+ "seed": 42,
15
+ "dg_num_groups": 4,
16
+ "dg_group_method": "random",
17
+ "lam": 0.0013591937763331307,
18
+ "hidden_dims": [
19
+ 500,
20
+ 400,
21
+ 20
22
+ ],
23
+ "num_classes": 2,
24
+ "custom_dataloader": "",
25
+ "depth": 12,
26
+ "heads": 2,
27
+ "dropout": 0.5,
28
+ "model_name": "stg",
29
+ "dataset": "lcld_v2_iid",
30
+ "num_splits": 5,
31
+ "shuffle": true,
32
+ "metrics": [
33
+ "auc"
34
+ ]
35
+ }
lcld_v2_iid/stg_lcld_v2_iid_ctgan_madry.model/scaler.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"x_min": [1000.0, 36.0, 5.309999942779541, 4.929999828338623, 0.0, 0.0, 33.0, -1.0, 1.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 662.0, 0.0, 0.0001714285754133016, 0.024390242993831635, 36.0, 0.0, 0.0, -1.0], "x_max": [40000.0, 60.0, 30.989999771118164, 1719.8299560546875, 34.0, 10.0, 10999200.0, 999.0, 90.0, 86.0, 2904836.0, 892.2999877929688, 176.0, 51.0, 12.0, 847.5, 11.0, 310.6060485839844, 1.0, 999.0, 0.49593496322631836, 0.09090909361839294, 1.0], "x_mean": null, "x_std": null, "categories": [[0.0, 1.0, 2.0, 3.0, 4.0, 5.0], [0.0, 1.0, 2.0], [0.0, 1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0, 12.0, 13.0], [0.0, 1.0], [0.0, 1.0]], "cat_idx": [6, 8, 9, 16, 17], "num_idx": [0, 1, 2, 3, 4, 5, 7, 10, 11, 12, 13, 14, 15, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27]}
lcld_v2_iid/stg_lcld_v2_iid_ctgan_madry.model/weights.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f876aadb615729bd194c2da2b1a63406c42501cb6810eab73bca2516dba553aa
3
+ size 939271
lcld_v2_iid/stg_lcld_v2_iid_cutmix.model/args.json ADDED
@@ -0,0 +1,35 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "name": "stg",
3
+ "objective": "classification",
4
+ "batch_size": 1024,
5
+ "epochs": 100,
6
+ "early_stopping_rounds": 100,
7
+ "learning_rate": 0.018348142128120866,
8
+ "val_batch_size": 2048,
9
+ "class_weight": "balanced",
10
+ "weight_decay": -3,
11
+ "force_device": "cpu",
12
+ "is_text": false,
13
+ "dg_method": null,
14
+ "seed": 42,
15
+ "dg_num_groups": 4,
16
+ "dg_group_method": "random",
17
+ "lam": 0.0013591937763331307,
18
+ "hidden_dims": [
19
+ 500,
20
+ 400,
21
+ 20
22
+ ],
23
+ "num_classes": 2,
24
+ "custom_dataloader": "",
25
+ "depth": 12,
26
+ "heads": 2,
27
+ "dropout": 0.5,
28
+ "model_name": "stg",
29
+ "dataset": "lcld_v2_iid",
30
+ "num_splits": 5,
31
+ "shuffle": true,
32
+ "metrics": [
33
+ "auc"
34
+ ]
35
+ }
lcld_v2_iid/stg_lcld_v2_iid_cutmix.model/scaler.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"x_min": [1000.0, 36.0, 5.309999942779541, 4.929999828338623, 0.0, 0.0, 33.0, -1.0, 1.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 662.0, 0.0, 0.0001714285754133016, 0.024390242993831635, 36.0, 0.0, 0.0, -1.0], "x_max": [40000.0, 60.0, 30.989999771118164, 1719.8299560546875, 34.0, 10.0, 10999200.0, 999.0, 90.0, 86.0, 2904836.0, 892.2999877929688, 176.0, 51.0, 12.0, 847.5, 11.0, 310.6060485839844, 1.0, 999.0, 0.49593496322631836, 0.09090909361839294, 1.0], "x_mean": null, "x_std": null, "categories": [[0.0, 1.0, 2.0, 3.0, 4.0, 5.0], [0.0, 1.0, 2.0], [0.0, 1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0, 12.0, 13.0], [0.0, 1.0], [0.0, 1.0]], "cat_idx": [6, 8, 9, 16, 17], "num_idx": [0, 1, 2, 3, 4, 5, 7, 10, 11, 12, 13, 14, 15, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27]}
lcld_v2_iid/stg_lcld_v2_iid_cutmix.model/weights.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:781405d5b481fe18d7f5c8c962b6ab6e3c0d7ad07e2b944cd86b8883a84d8dfa
3
+ size 939271
lcld_v2_iid/stg_lcld_v2_iid_cutmix_madry.model/args.json ADDED
@@ -0,0 +1,35 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "name": "stg",
3
+ "objective": "classification",
4
+ "batch_size": 1024,
5
+ "epochs": 100,
6
+ "early_stopping_rounds": 100,
7
+ "learning_rate": 0.018348142128120866,
8
+ "val_batch_size": 2048,
9
+ "class_weight": "balanced",
10
+ "weight_decay": -3,
11
+ "force_device": "cpu",
12
+ "is_text": false,
13
+ "dg_method": null,
14
+ "seed": 42,
15
+ "dg_num_groups": 4,
16
+ "dg_group_method": "random",
17
+ "lam": 0.0013591937763331307,
18
+ "hidden_dims": [
19
+ 500,
20
+ 400,
21
+ 20
22
+ ],
23
+ "num_classes": 2,
24
+ "custom_dataloader": "",
25
+ "depth": 12,
26
+ "heads": 2,
27
+ "dropout": 0.5,
28
+ "model_name": "stg",
29
+ "dataset": "lcld_v2_iid",
30
+ "num_splits": 5,
31
+ "shuffle": true,
32
+ "metrics": [
33
+ "auc"
34
+ ]
35
+ }
lcld_v2_iid/stg_lcld_v2_iid_cutmix_madry.model/scaler.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"x_min": [1000.0, 36.0, 5.309999942779541, 4.929999828338623, 0.0, 0.0, 33.0, -1.0, 1.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 662.0, 0.0, 0.0001714285754133016, 0.024390242993831635, 36.0, 0.0, 0.0, -1.0], "x_max": [40000.0, 60.0, 30.989999771118164, 1719.8299560546875, 34.0, 10.0, 10999200.0, 999.0, 90.0, 86.0, 2904836.0, 892.2999877929688, 176.0, 51.0, 12.0, 847.5, 11.0, 310.6060485839844, 1.0, 999.0, 0.49593496322631836, 0.09090909361839294, 1.0], "x_mean": null, "x_std": null, "categories": [[0.0, 1.0, 2.0, 3.0, 4.0, 5.0], [0.0, 1.0, 2.0], [0.0, 1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0, 12.0, 13.0], [0.0, 1.0], [0.0, 1.0]], "cat_idx": [6, 8, 9, 16, 17], "num_idx": [0, 1, 2, 3, 4, 5, 7, 10, 11, 12, 13, 14, 15, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27]}
lcld_v2_iid/stg_lcld_v2_iid_cutmix_madry.model/weights.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:283bee700d29c7692eec9c356046765995acf5f5a4bfa3b44c57f4f1137576f6
3
+ size 939271
lcld_v2_iid/stg_lcld_v2_iid_default.model/args.json ADDED
@@ -0,0 +1,32 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "name": "stg",
3
+ "objective": "classification",
4
+ "batch_size": 1024,
5
+ "epochs": 100,
6
+ "early_stopping_rounds": 100,
7
+ "learning_rate": 0.018348142128120866,
8
+ "val_batch_size": 2048,
9
+ "class_weight": "balanced",
10
+ "weight_decay": -3,
11
+ "force_device": "cuda",
12
+ "is_text": false,
13
+ "lam": 0.0013591937763331307,
14
+ "hidden_dims": [
15
+ 500,
16
+ 400,
17
+ 20
18
+ ],
19
+ "num_classes": 2,
20
+ "custom_dataloader": "",
21
+ "depth": 12,
22
+ "heads": 2,
23
+ "dropout": 0.5,
24
+ "model_name": "stg",
25
+ "dataset": "lcld_v2_iid",
26
+ "num_splits": 5,
27
+ "seed": 42,
28
+ "shuffle": true,
29
+ "metrics": [
30
+ "auc"
31
+ ]
32
+ }
lcld_v2_iid/stg_lcld_v2_iid_default.model/weights.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6725b40d9126a06908f7f56a67148270e51b1a7730a128018759558657921c3e
3
+ size 939399
lcld_v2_iid/stg_lcld_v2_iid_dist.model/args.json ADDED
@@ -0,0 +1,32 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "name": "stg",
3
+ "objective": "classification",
4
+ "batch_size": 1024,
5
+ "epochs": 100,
6
+ "early_stopping_rounds": 100,
7
+ "learning_rate": 0.018348142128120866,
8
+ "val_batch_size": 2048,
9
+ "class_weight": "balanced",
10
+ "weight_decay": -3,
11
+ "force_device": "cuda",
12
+ "is_text": false,
13
+ "lam": 0.0013591937763331307,
14
+ "hidden_dims": [
15
+ 500,
16
+ 400,
17
+ 20
18
+ ],
19
+ "num_classes": 2,
20
+ "custom_dataloader": "",
21
+ "depth": 12,
22
+ "heads": 2,
23
+ "dropout": 0.5,
24
+ "model_name": "stg",
25
+ "dataset": "lcld_v2_iid",
26
+ "num_splits": 5,
27
+ "seed": 42,
28
+ "shuffle": true,
29
+ "metrics": [
30
+ "auc"
31
+ ]
32
+ }
lcld_v2_iid/stg_lcld_v2_iid_dist.model/weights.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c7766b6892b8c750e1ee5c3f9309e3aaebad2af036fb4ee33b1fba6dfe91b8c7
3
+ size 939399
lcld_v2_iid/stg_lcld_v2_iid_goggle.model/args.json ADDED
@@ -0,0 +1,35 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "name": "stg",
3
+ "objective": "classification",
4
+ "batch_size": 1024,
5
+ "epochs": 100,
6
+ "early_stopping_rounds": 100,
7
+ "learning_rate": 0.018348142128120866,
8
+ "val_batch_size": 2048,
9
+ "class_weight": "balanced",
10
+ "weight_decay": -3,
11
+ "force_device": "cpu",
12
+ "is_text": false,
13
+ "dg_method": null,
14
+ "seed": 42,
15
+ "dg_num_groups": 4,
16
+ "dg_group_method": "random",
17
+ "lam": 0.0013591937763331307,
18
+ "hidden_dims": [
19
+ 500,
20
+ 400,
21
+ 20
22
+ ],
23
+ "num_classes": 2,
24
+ "custom_dataloader": "",
25
+ "depth": 12,
26
+ "heads": 2,
27
+ "dropout": 0.5,
28
+ "model_name": "stg",
29
+ "dataset": "lcld_v2_iid",
30
+ "num_splits": 5,
31
+ "shuffle": true,
32
+ "metrics": [
33
+ "auc"
34
+ ]
35
+ }
lcld_v2_iid/stg_lcld_v2_iid_goggle.model/scaler.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"x_min": [1000.0, 36.0, 5.309999942779541, 4.929999828338623, 0.0, 0.0, 33.0, -1.0, 1.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 662.0, 0.0, 0.0001714285754133016, 0.024390242993831635, 36.0, 0.0, 0.0, -1.0], "x_max": [40000.0, 60.0, 30.989999771118164, 1719.8299560546875, 34.0, 10.0, 10999200.0, 999.0, 90.0, 86.0, 2904836.0, 892.2999877929688, 176.0, 51.0, 12.0, 847.5, 11.0, 310.6060485839844, 1.0, 999.0, 0.49593496322631836, 0.09090909361839294, 1.0], "x_mean": null, "x_std": null, "categories": [[0.0, 1.0, 2.0, 3.0, 4.0, 5.0], [0.0, 1.0, 2.0], [0.0, 1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0, 12.0, 13.0], [0.0, 1.0], [0.0, 1.0]], "cat_idx": [6, 8, 9, 16, 17], "num_idx": [0, 1, 2, 3, 4, 5, 7, 10, 11, 12, 13, 14, 15, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27]}
lcld_v2_iid/stg_lcld_v2_iid_goggle.model/weights.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7239a7036520f7b12d5c65786fd63a8a04b54f9638ce85f04797f506a8e83d65
3
+ size 939271
lcld_v2_iid/stg_lcld_v2_iid_goggle_madry.model/args.json ADDED
@@ -0,0 +1,35 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "name": "stg",
3
+ "objective": "classification",
4
+ "batch_size": 1024,
5
+ "epochs": 100,
6
+ "early_stopping_rounds": 100,
7
+ "learning_rate": 0.018348142128120866,
8
+ "val_batch_size": 2048,
9
+ "class_weight": "balanced",
10
+ "weight_decay": -3,
11
+ "force_device": "cpu",
12
+ "is_text": false,
13
+ "dg_method": null,
14
+ "seed": 42,
15
+ "dg_num_groups": 4,
16
+ "dg_group_method": "random",
17
+ "lam": 0.0013591937763331307,
18
+ "hidden_dims": [
19
+ 500,
20
+ 400,
21
+ 20
22
+ ],
23
+ "num_classes": 2,
24
+ "custom_dataloader": "",
25
+ "depth": 12,
26
+ "heads": 2,
27
+ "dropout": 0.5,
28
+ "model_name": "stg",
29
+ "dataset": "lcld_v2_iid",
30
+ "num_splits": 5,
31
+ "shuffle": true,
32
+ "metrics": [
33
+ "auc"
34
+ ]
35
+ }
lcld_v2_iid/stg_lcld_v2_iid_goggle_madry.model/scaler.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"x_min": [1000.0, 36.0, 5.309999942779541, 4.929999828338623, 0.0, 0.0, 33.0, -1.0, 1.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 662.0, 0.0, 0.0001714285754133016, 0.024390242993831635, 36.0, 0.0, 0.0, -1.0], "x_max": [40000.0, 60.0, 30.989999771118164, 1719.8299560546875, 34.0, 10.0, 10999200.0, 999.0, 90.0, 86.0, 2904836.0, 892.2999877929688, 176.0, 51.0, 12.0, 847.5, 11.0, 310.6060485839844, 1.0, 999.0, 0.49593496322631836, 0.09090909361839294, 1.0], "x_mean": null, "x_std": null, "categories": [[0.0, 1.0, 2.0, 3.0, 4.0, 5.0], [0.0, 1.0, 2.0], [0.0, 1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0, 12.0, 13.0], [0.0, 1.0], [0.0, 1.0]], "cat_idx": [6, 8, 9, 16, 17], "num_idx": [0, 1, 2, 3, 4, 5, 7, 10, 11, 12, 13, 14, 15, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27]}
lcld_v2_iid/stg_lcld_v2_iid_goggle_madry.model/weights.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:263aa77621b2098628a84c2b40f5d57e5c3260a56d3c1570c23a5b189b9b8367
3
+ size 939271
lcld_v2_iid/stg_lcld_v2_iid_madry.model/args.json ADDED
@@ -0,0 +1,32 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "name": "stg",
3
+ "objective": "classification",
4
+ "batch_size": 1024,
5
+ "epochs": 100,
6
+ "early_stopping_rounds": 100,
7
+ "learning_rate": 0.018348142128120866,
8
+ "val_batch_size": 2048,
9
+ "class_weight": "balanced",
10
+ "weight_decay": -3,
11
+ "force_device": "cuda",
12
+ "is_text": false,
13
+ "lam": 0.0013591937763331307,
14
+ "hidden_dims": [
15
+ 500,
16
+ 400,
17
+ 20
18
+ ],
19
+ "num_classes": 2,
20
+ "custom_dataloader": "",
21
+ "depth": 12,
22
+ "heads": 2,
23
+ "dropout": 0.5,
24
+ "model_name": "stg",
25
+ "dataset": "lcld_v2_iid",
26
+ "num_splits": 5,
27
+ "seed": 42,
28
+ "shuffle": true,
29
+ "metrics": [
30
+ "auc"
31
+ ]
32
+ }
lcld_v2_iid/stg_lcld_v2_iid_madry.model/weights.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c759643920dc7c18dec585ba37769061730360ad5e67a05ad6c788bbc716d0b8
3
+ size 939399
lcld_v2_iid/stg_lcld_v2_iid_subset.model/args.json ADDED
@@ -0,0 +1,32 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "name": "stg",
3
+ "objective": "classification",
4
+ "batch_size": 1024,
5
+ "epochs": 100,
6
+ "early_stopping_rounds": 100,
7
+ "learning_rate": 0.018348142128120866,
8
+ "val_batch_size": 2048,
9
+ "class_weight": "balanced",
10
+ "weight_decay": -3,
11
+ "force_device": "cuda",
12
+ "is_text": false,
13
+ "lam": 0.0013591937763331307,
14
+ "hidden_dims": [
15
+ 500,
16
+ 400,
17
+ 20
18
+ ],
19
+ "num_classes": 2,
20
+ "custom_dataloader": "",
21
+ "depth": 12,
22
+ "heads": 2,
23
+ "dropout": 0.5,
24
+ "model_name": "stg",
25
+ "dataset": "lcld_v2_iid",
26
+ "num_splits": 5,
27
+ "seed": 42,
28
+ "shuffle": true,
29
+ "metrics": [
30
+ "auc"
31
+ ]
32
+ }
lcld_v2_iid/stg_lcld_v2_iid_subset.model/weights.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:0ce3ff7c8417e3ab8ac50c8a94623ebef0de09bdc35d8484675a53d97d976b19
3
+ size 939399
lcld_v2_iid/stg_lcld_v2_iid_tablegan.model/args.json ADDED
@@ -0,0 +1,35 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "name": "stg",
3
+ "objective": "classification",
4
+ "batch_size": 1024,
5
+ "epochs": 100,
6
+ "early_stopping_rounds": 100,
7
+ "learning_rate": 0.018348142128120866,
8
+ "val_batch_size": 2048,
9
+ "class_weight": "balanced",
10
+ "weight_decay": -3,
11
+ "force_device": "cpu",
12
+ "is_text": false,
13
+ "dg_method": null,
14
+ "seed": 42,
15
+ "dg_num_groups": 4,
16
+ "dg_group_method": "random",
17
+ "lam": 0.0013591937763331307,
18
+ "hidden_dims": [
19
+ 500,
20
+ 400,
21
+ 20
22
+ ],
23
+ "num_classes": 2,
24
+ "custom_dataloader": "",
25
+ "depth": 12,
26
+ "heads": 2,
27
+ "dropout": 0.5,
28
+ "model_name": "stg",
29
+ "dataset": "lcld_v2_iid",
30
+ "num_splits": 5,
31
+ "shuffle": true,
32
+ "metrics": [
33
+ "auc"
34
+ ]
35
+ }
lcld_v2_iid/stg_lcld_v2_iid_tablegan.model/scaler.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"x_min": [1000.0, 36.0, 5.309999942779541, 4.929999828338623, 0.0, 0.0, 33.0, -1.0, 1.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 662.0, 0.0, 0.0001714285754133016, 0.024390242993831635, 36.0, 0.0, 0.0, -1.0], "x_max": [40000.0, 60.0, 30.989999771118164, 1719.8299560546875, 34.0, 10.0, 10999200.0, 999.0, 90.0, 86.0, 2904836.0, 892.2999877929688, 176.0, 51.0, 12.0, 847.5, 11.0, 310.6060485839844, 1.0, 999.0, 0.49593496322631836, 0.09090909361839294, 1.0], "x_mean": null, "x_std": null, "categories": [[0.0, 1.0, 2.0, 3.0, 4.0, 5.0], [0.0, 1.0, 2.0], [0.0, 1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0, 12.0, 13.0], [0.0, 1.0], [0.0, 1.0]], "cat_idx": [6, 8, 9, 16, 17], "num_idx": [0, 1, 2, 3, 4, 5, 7, 10, 11, 12, 13, 14, 15, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27]}
lcld_v2_iid/stg_lcld_v2_iid_tablegan.model/weights.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:bb734f86f13fdd612bcc607ccfeef07227ff43bd34e00da59287d5bb56486c92
3
+ size 939271
lcld_v2_iid/stg_lcld_v2_iid_tablegan_madry.model/args.json ADDED
@@ -0,0 +1,35 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "name": "stg",
3
+ "objective": "classification",
4
+ "batch_size": 1024,
5
+ "epochs": 100,
6
+ "early_stopping_rounds": 100,
7
+ "learning_rate": 0.018348142128120866,
8
+ "val_batch_size": 2048,
9
+ "class_weight": "balanced",
10
+ "weight_decay": -3,
11
+ "force_device": "cpu",
12
+ "is_text": false,
13
+ "dg_method": null,
14
+ "seed": 42,
15
+ "dg_num_groups": 4,
16
+ "dg_group_method": "random",
17
+ "lam": 0.0013591937763331307,
18
+ "hidden_dims": [
19
+ 500,
20
+ 400,
21
+ 20
22
+ ],
23
+ "num_classes": 2,
24
+ "custom_dataloader": "",
25
+ "depth": 12,
26
+ "heads": 2,
27
+ "dropout": 0.5,
28
+ "model_name": "stg",
29
+ "dataset": "lcld_v2_iid",
30
+ "num_splits": 5,
31
+ "shuffle": true,
32
+ "metrics": [
33
+ "auc"
34
+ ]
35
+ }
lcld_v2_iid/stg_lcld_v2_iid_tablegan_madry.model/scaler.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"x_min": [1000.0, 36.0, 5.309999942779541, 4.929999828338623, 0.0, 0.0, 33.0, -1.0, 1.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 662.0, 0.0, 0.0001714285754133016, 0.024390242993831635, 36.0, 0.0, 0.0, -1.0], "x_max": [40000.0, 60.0, 30.989999771118164, 1719.8299560546875, 34.0, 10.0, 10999200.0, 999.0, 90.0, 86.0, 2904836.0, 892.2999877929688, 176.0, 51.0, 12.0, 847.5, 11.0, 310.6060485839844, 1.0, 999.0, 0.49593496322631836, 0.09090909361839294, 1.0], "x_mean": null, "x_std": null, "categories": [[0.0, 1.0, 2.0, 3.0, 4.0, 5.0], [0.0, 1.0, 2.0], [0.0, 1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0, 12.0, 13.0], [0.0, 1.0], [0.0, 1.0]], "cat_idx": [6, 8, 9, 16, 17], "num_idx": [0, 1, 2, 3, 4, 5, 7, 10, 11, 12, 13, 14, 15, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27]}
lcld_v2_iid/stg_lcld_v2_iid_tablegan_madry.model/weights.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:30c5072423de2bc42b5dc7f9b76ab34547d4515b38c067bc9acc63f7dd47aac4
3
+ size 939271
lcld_v2_iid/stg_lcld_v2_iid_tvae.model/args.json ADDED
@@ -0,0 +1,35 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "name": "stg",
3
+ "objective": "classification",
4
+ "batch_size": 1024,
5
+ "epochs": 100,
6
+ "early_stopping_rounds": 100,
7
+ "learning_rate": 0.018348142128120866,
8
+ "val_batch_size": 2048,
9
+ "class_weight": "balanced",
10
+ "weight_decay": -3,
11
+ "force_device": "cpu",
12
+ "is_text": false,
13
+ "dg_method": null,
14
+ "seed": 42,
15
+ "dg_num_groups": 4,
16
+ "dg_group_method": "random",
17
+ "lam": 0.0013591937763331307,
18
+ "hidden_dims": [
19
+ 500,
20
+ 400,
21
+ 20
22
+ ],
23
+ "num_classes": 2,
24
+ "custom_dataloader": "",
25
+ "depth": 12,
26
+ "heads": 2,
27
+ "dropout": 0.5,
28
+ "model_name": "stg",
29
+ "dataset": "lcld_v2_iid",
30
+ "num_splits": 5,
31
+ "shuffle": true,
32
+ "metrics": [
33
+ "auc"
34
+ ]
35
+ }
lcld_v2_iid/stg_lcld_v2_iid_tvae.model/scaler.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"x_min": [1000.0, 36.0, 5.309999942779541, 4.929999828338623, 0.0, 0.0, 33.0, -1.0, 1.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 662.0, 0.0, 0.0001714285754133016, 0.024390242993831635, 36.0, 0.0, 0.0, -1.0], "x_max": [40000.0, 60.0, 30.989999771118164, 1719.8299560546875, 34.0, 10.0, 10999200.0, 999.0, 90.0, 86.0, 2904836.0, 892.2999877929688, 176.0, 51.0, 12.0, 847.5, 11.0, 310.6060485839844, 1.0, 999.0, 0.49593496322631836, 0.09090909361839294, 1.0], "x_mean": null, "x_std": null, "categories": [[0.0, 1.0, 2.0, 3.0, 4.0, 5.0], [0.0, 1.0, 2.0], [0.0, 1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0, 12.0, 13.0], [0.0, 1.0], [0.0, 1.0]], "cat_idx": [6, 8, 9, 16, 17], "num_idx": [0, 1, 2, 3, 4, 5, 7, 10, 11, 12, 13, 14, 15, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27]}
lcld_v2_iid/stg_lcld_v2_iid_tvae.model/weights.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:489bd6a2729ea5f492aaef0d253ea49995641762d4874396d356fa6a095c2211
3
+ size 939271
lcld_v2_iid/stg_lcld_v2_iid_tvae_madry.model/args.json ADDED
@@ -0,0 +1,35 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "name": "stg",
3
+ "objective": "classification",
4
+ "batch_size": 1024,
5
+ "epochs": 100,
6
+ "early_stopping_rounds": 100,
7
+ "learning_rate": 0.018348142128120866,
8
+ "val_batch_size": 2048,
9
+ "class_weight": "balanced",
10
+ "weight_decay": -3,
11
+ "force_device": "cpu",
12
+ "is_text": false,
13
+ "dg_method": null,
14
+ "seed": 42,
15
+ "dg_num_groups": 4,
16
+ "dg_group_method": "random",
17
+ "lam": 0.0013591937763331307,
18
+ "hidden_dims": [
19
+ 500,
20
+ 400,
21
+ 20
22
+ ],
23
+ "num_classes": 2,
24
+ "custom_dataloader": "",
25
+ "depth": 12,
26
+ "heads": 2,
27
+ "dropout": 0.5,
28
+ "model_name": "stg",
29
+ "dataset": "lcld_v2_iid",
30
+ "num_splits": 5,
31
+ "shuffle": true,
32
+ "metrics": [
33
+ "auc"
34
+ ]
35
+ }
lcld_v2_iid/stg_lcld_v2_iid_tvae_madry.model/scaler.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"x_min": [1000.0, 36.0, 5.309999942779541, 4.929999828338623, 0.0, 0.0, 33.0, -1.0, 1.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 662.0, 0.0, 0.0001714285754133016, 0.024390242993831635, 36.0, 0.0, 0.0, -1.0], "x_max": [40000.0, 60.0, 30.989999771118164, 1719.8299560546875, 34.0, 10.0, 10999200.0, 999.0, 90.0, 86.0, 2904836.0, 892.2999877929688, 176.0, 51.0, 12.0, 847.5, 11.0, 310.6060485839844, 1.0, 999.0, 0.49593496322631836, 0.09090909361839294, 1.0], "x_mean": null, "x_std": null, "categories": [[0.0, 1.0, 2.0, 3.0, 4.0, 5.0], [0.0, 1.0, 2.0], [0.0, 1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0, 12.0, 13.0], [0.0, 1.0], [0.0, 1.0]], "cat_idx": [6, 8, 9, 16, 17], "num_idx": [0, 1, 2, 3, 4, 5, 7, 10, 11, 12, 13, 14, 15, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27]}
lcld_v2_iid/stg_lcld_v2_iid_tvae_madry.model/weights.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:12f98f8cfacfaa5204e37f01da973029b99f79a58e929359f6b67defc44a9929
3
+ size 939271
lcld_v2_iid/stg_lcld_v2_iid_wgan.model/args.json ADDED
@@ -0,0 +1,35 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "name": "stg",
3
+ "objective": "classification",
4
+ "batch_size": 1024,
5
+ "epochs": 100,
6
+ "early_stopping_rounds": 100,
7
+ "learning_rate": 0.018348142128120866,
8
+ "val_batch_size": 2048,
9
+ "class_weight": "balanced",
10
+ "weight_decay": -3,
11
+ "force_device": "cpu",
12
+ "is_text": false,
13
+ "dg_method": null,
14
+ "seed": 42,
15
+ "dg_num_groups": 4,
16
+ "dg_group_method": "random",
17
+ "lam": 0.0013591937763331307,
18
+ "hidden_dims": [
19
+ 500,
20
+ 400,
21
+ 20
22
+ ],
23
+ "num_classes": 2,
24
+ "custom_dataloader": "",
25
+ "depth": 12,
26
+ "heads": 2,
27
+ "dropout": 0.5,
28
+ "model_name": "stg",
29
+ "dataset": "lcld_v2_iid",
30
+ "num_splits": 5,
31
+ "shuffle": true,
32
+ "metrics": [
33
+ "auc"
34
+ ]
35
+ }
lcld_v2_iid/stg_lcld_v2_iid_wgan.model/scaler.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"x_min": [1000.0, 36.0, 5.309999942779541, 4.929999828338623, 0.0, 0.0, 33.0, -1.0, 1.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 662.0, 0.0, 0.0001714285754133016, 0.024390242993831635, 36.0, 0.0, 0.0, -1.0], "x_max": [40000.0, 60.0, 30.989999771118164, 1719.8299560546875, 34.0, 10.0, 10999200.0, 999.0, 90.0, 86.0, 2904836.0, 892.2999877929688, 176.0, 51.0, 12.0, 847.5, 11.0, 310.6060485839844, 1.0, 999.0, 0.49593496322631836, 0.09090909361839294, 1.0], "x_mean": null, "x_std": null, "categories": [[0.0, 1.0, 2.0, 3.0, 4.0, 5.0], [0.0, 1.0, 2.0], [0.0, 1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0, 12.0, 13.0], [0.0, 1.0], [0.0, 1.0]], "cat_idx": [6, 8, 9, 16, 17], "num_idx": [0, 1, 2, 3, 4, 5, 7, 10, 11, 12, 13, 14, 15, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27]}
lcld_v2_iid/stg_lcld_v2_iid_wgan.model/weights.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3b55a832fba926838f5d1852629d6ec04ba758142d972484096909c445106e71
3
+ size 939271
lcld_v2_iid/stg_lcld_v2_iid_wgan_madry.model/args.json ADDED
@@ -0,0 +1,35 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "name": "stg",
3
+ "objective": "classification",
4
+ "batch_size": 1024,
5
+ "epochs": 100,
6
+ "early_stopping_rounds": 100,
7
+ "learning_rate": 0.018348142128120866,
8
+ "val_batch_size": 2048,
9
+ "class_weight": "balanced",
10
+ "weight_decay": -3,
11
+ "force_device": "cpu",
12
+ "is_text": false,
13
+ "dg_method": null,
14
+ "seed": 42,
15
+ "dg_num_groups": 4,
16
+ "dg_group_method": "random",
17
+ "lam": 0.0013591937763331307,
18
+ "hidden_dims": [
19
+ 500,
20
+ 400,
21
+ 20
22
+ ],
23
+ "num_classes": 2,
24
+ "custom_dataloader": "",
25
+ "depth": 12,
26
+ "heads": 2,
27
+ "dropout": 0.5,
28
+ "model_name": "stg",
29
+ "dataset": "lcld_v2_iid",
30
+ "num_splits": 5,
31
+ "shuffle": true,
32
+ "metrics": [
33
+ "auc"
34
+ ]
35
+ }
lcld_v2_iid/stg_lcld_v2_iid_wgan_madry.model/scaler.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"x_min": [1000.0, 36.0, 5.309999942779541, 4.929999828338623, 0.0, 0.0, 33.0, -1.0, 1.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 662.0, 0.0, 0.0001714285754133016, 0.024390242993831635, 36.0, 0.0, 0.0, -1.0], "x_max": [40000.0, 60.0, 30.989999771118164, 1719.8299560546875, 34.0, 10.0, 10999200.0, 999.0, 90.0, 86.0, 2904836.0, 892.2999877929688, 176.0, 51.0, 12.0, 847.5, 11.0, 310.6060485839844, 1.0, 999.0, 0.49593496322631836, 0.09090909361839294, 1.0], "x_mean": null, "x_std": null, "categories": [[0.0, 1.0, 2.0, 3.0, 4.0, 5.0], [0.0, 1.0, 2.0], [0.0, 1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0, 12.0, 13.0], [0.0, 1.0], [0.0, 1.0]], "cat_idx": [6, 8, 9, 16, 17], "num_idx": [0, 1, 2, 3, 4, 5, 7, 10, 11, 12, 13, 14, 15, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27]}
lcld_v2_iid/stg_lcld_v2_iid_wgan_madry.model/weights.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:dbd73441e8bef5fb7231e1598369c696579911bf96a7e4c38f8f74a92f75c11a
3
+ size 939271
lcld_v2_iid/tabnet_lcld_v2_iid_ctgan.model/args.json ADDED
@@ -0,0 +1,37 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "name": "tabnet",
3
+ "objective": "classification",
4
+ "batch_size": 1024,
5
+ "epochs": 100,
6
+ "early_stopping_rounds": 100,
7
+ "learning_rate": -3,
8
+ "val_batch_size": 2048,
9
+ "class_weight": "balanced",
10
+ "weight_decay": -3,
11
+ "force_device": "cpu",
12
+ "is_text": false,
13
+ "dg_method": null,
14
+ "seed": 42,
15
+ "dg_num_groups": 4,
16
+ "dg_group_method": "random",
17
+ "num_classes": 2,
18
+ "n_d": 18,
19
+ "n_steps": 3,
20
+ "gamma": 1.8917756574392293,
21
+ "cat_emb_dim": 2,
22
+ "n_independent": 3,
23
+ "n_shared": 4,
24
+ "momentum": 0.007827346939808516,
25
+ "mask_type": "entmax",
26
+ "custom_dataloader": "",
27
+ "depth": 12,
28
+ "heads": 2,
29
+ "dropout": 0.5,
30
+ "model_name": "tabnet",
31
+ "dataset": "lcld_v2_iid",
32
+ "num_splits": 5,
33
+ "shuffle": true,
34
+ "metrics": [
35
+ "auc"
36
+ ]
37
+ }
lcld_v2_iid/tabnet_lcld_v2_iid_ctgan.model/scaler.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"x_min": [1000.0, 36.0, 5.309999942779541, 4.929999828338623, 0.0, 0.0, 33.0, -1.0, 1.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 662.0, 0.0, 0.0001714285754133016, 0.024390242993831635, 36.0, 0.0, 0.0, -1.0], "x_max": [40000.0, 60.0, 30.989999771118164, 1719.8299560546875, 34.0, 10.0, 10999200.0, 999.0, 90.0, 86.0, 2904836.0, 892.2999877929688, 176.0, 51.0, 12.0, 847.5, 11.0, 310.6060485839844, 1.0, 999.0, 0.49593496322631836, 0.09090909361839294, 1.0], "x_mean": null, "x_std": null, "categories": [[0.0, 1.0, 2.0, 3.0, 4.0, 5.0], [0.0, 1.0, 2.0], [0.0, 1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0, 12.0, 13.0], [0.0, 1.0], [0.0, 1.0]], "cat_idx": [6, 8, 9, 16, 17], "num_idx": [0, 1, 2, 3, 4, 5, 7, 10, 11, 12, 13, 14, 15, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27]}
lcld_v2_iid/tabnet_lcld_v2_iid_ctgan.model/weights.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:21e4f2c5b04367b9d9673b7c37dc589b0526f9d952a65ef15d816097603f58be
3
+ size 282437
lcld_v2_iid/tabnet_lcld_v2_iid_ctgan_madry.model/args.json ADDED
@@ -0,0 +1,37 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "name": "tabnet",
3
+ "objective": "classification",
4
+ "batch_size": 1024,
5
+ "epochs": 100,
6
+ "early_stopping_rounds": 100,
7
+ "learning_rate": -3,
8
+ "val_batch_size": 2048,
9
+ "class_weight": "balanced",
10
+ "weight_decay": -3,
11
+ "force_device": "cpu",
12
+ "is_text": false,
13
+ "dg_method": null,
14
+ "seed": 42,
15
+ "dg_num_groups": 4,
16
+ "dg_group_method": "random",
17
+ "num_classes": 2,
18
+ "n_d": 18,
19
+ "n_steps": 3,
20
+ "gamma": 1.8917756574392293,
21
+ "cat_emb_dim": 2,
22
+ "n_independent": 3,
23
+ "n_shared": 4,
24
+ "momentum": 0.007827346939808516,
25
+ "mask_type": "entmax",
26
+ "custom_dataloader": "",
27
+ "depth": 12,
28
+ "heads": 2,
29
+ "dropout": 0.5,
30
+ "model_name": "tabnet",
31
+ "dataset": "lcld_v2_iid",
32
+ "num_splits": 5,
33
+ "shuffle": true,
34
+ "metrics": [
35
+ "auc"
36
+ ]
37
+ }
lcld_v2_iid/tabnet_lcld_v2_iid_ctgan_madry.model/scaler.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"x_min": [1000.0, 36.0, 5.309999942779541, 4.929999828338623, 0.0, 0.0, 33.0, -1.0, 1.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 662.0, 0.0, 0.0001714285754133016, 0.024390242993831635, 36.0, 0.0, 0.0, -1.0], "x_max": [40000.0, 60.0, 30.989999771118164, 1719.8299560546875, 34.0, 10.0, 10999200.0, 999.0, 90.0, 86.0, 2904836.0, 892.2999877929688, 176.0, 51.0, 12.0, 847.5, 11.0, 310.6060485839844, 1.0, 999.0, 0.49593496322631836, 0.09090909361839294, 1.0], "x_mean": null, "x_std": null, "categories": [[0.0, 1.0, 2.0, 3.0, 4.0, 5.0], [0.0, 1.0, 2.0], [0.0, 1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0, 12.0, 13.0], [0.0, 1.0], [0.0, 1.0]], "cat_idx": [6, 8, 9, 16, 17], "num_idx": [0, 1, 2, 3, 4, 5, 7, 10, 11, 12, 13, 14, 15, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27]}
lcld_v2_iid/tabnet_lcld_v2_iid_ctgan_madry.model/weights.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ebeb912c33f5d67a420817d3697aebdde453d034673e353a8935f44b832fee95
3
+ size 282437