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PROTAC-Degradation-Predictor / protac_degradation_predictor /models

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2 contributors

History: 5 commits

ribesstefano

Fixed bug in studies and retrained models

eaba7e8 10 months ago

best_model-aminoacidcnt-study=similarity-Dmax=0.6-pDC50=6.0-test_split=0.1-test_acc=0.85-test_roc_auc=0.909.ckpt
Detected Pickle imports (5)
- "collections.OrderedDict",
- "torch._utils._rebuild_tensor_v2",
- "torch.LongStorage",
- "_codecs.encode",
- "torch.FloatStorage"
How to fix it?
498 kB
LFS

Fixed bug in studies and retrained models 10 months ago
best_model-aminoacidcnt-study=similarity-Dmax=0.6-pDC50=6.0-test_split=0.1-test_acc=0.89-test_roc_auc=0.882.ckpt
Detected Pickle imports (5)
- "collections.OrderedDict",
- "torch._utils._rebuild_tensor_v2",
- "torch.LongStorage",
- "_codecs.encode",
- "torch.FloatStorage"
How to fix it?
498 kB
LFS

Fixed bug in studies and retrained models 10 months ago
best_model-cellsonehot-study=target-Dmax=0.6-pDC50=6.0-test_split=0.1-test_acc=0.58-test_roc_auc=0.648.ckpt
Detected Pickle imports (5)
- "collections.OrderedDict",
- "torch._utils._rebuild_tensor_v2",
- "torch.LongStorage",
- "_codecs.encode",
- "torch.FloatStorage"
How to fix it?
1.48 MB
LFS

Fixed bug in studies and retrained models 10 months ago
best_model-cellsonehot-study=target-Dmax=0.6-pDC50=6.0-test_split=0.1-test_acc=0.61-test_roc_auc=0.670.ckpt
Detected Pickle imports (5)
- "collections.OrderedDict",
- "torch._utils._rebuild_tensor_v2",
- "torch.LongStorage",
- "_codecs.encode",
- "torch.FloatStorage"
How to fix it?
1.48 MB
LFS

Fixed bug in studies and retrained models 10 months ago
best_model-pytorch-study=similarity-Dmax=0.6-pDC50=6.0-test_split=0.1-test_acc=0.87-test_roc_auc=0.893.ckpt
Detected Pickle imports (5)
- "_codecs.encode",
- "collections.OrderedDict",
- "torch._utils._rebuild_tensor_v2",
- "torch.LongStorage",
- "torch.FloatStorage"
How to fix it?
10.6 MB
LFS

Fixed bug in studies and retrained models 10 months ago
best_model-pytorch-study=standard-Dmax=0.6-pDC50=6.0-test_split=0.1-test_acc=0.82-test_roc_auc=0.863.ckpt
Detected Pickle imports (5)
- "_codecs.encode",
- "collections.OrderedDict",
- "torch._utils._rebuild_tensor_v2",
- "torch.LongStorage",
- "torch.FloatStorage"
How to fix it?
10.6 MB
LFS

Fixed bug in studies and retrained models 10 months ago
best_model-pytorch-study=standard-Dmax=0.6-pDC50=6.0-test_split=0.1-test_acc=0.83-test_roc_auc=0.868.ckpt
Detected Pickle imports (5)
- "_codecs.encode",
- "torch._utils._rebuild_tensor_v2",
- "torch.FloatStorage",
- "torch.LongStorage",
- "collections.OrderedDict"
How to fix it?
10.6 MB
LFS

Fixed bug in studies and retrained models 10 months ago
best_model-pytorch-study=standard-Dmax=0.6-pDC50=6.0-test_split=0.1-test_acc=0.83-test_roc_auc=0.875.ckpt
Detected Pickle imports (5)
- "_codecs.encode",
- "collections.OrderedDict",
- "torch._utils._rebuild_tensor_v2",
- "torch.LongStorage",
- "torch.FloatStorage"
How to fix it?
10.6 MB
LFS

Fixed bug in studies and retrained models 10 months ago
best_model-pytorch-study=target-Dmax=0.6-pDC50=6.0-test_split=0.1-test_acc=0.59-test_roc_auc=0.576.ckpt
Detected Pickle imports (5)
- "collections.OrderedDict",
- "torch._utils._rebuild_tensor_v2",
- "torch.LongStorage",
- "_codecs.encode",
- "torch.FloatStorage"
How to fix it?
1.33 MB
LFS

Fixed bug in studies and retrained models 10 months ago
cv_model-aminoacidcnt-fold=0-study=target-Dmax=0.6-pDC50=6.0-test_split=0.1-val_acc=0.73-val_roc_auc=0.793.ckpt
Detected Pickle imports (5)
- "collections.OrderedDict",
- "torch._utils._rebuild_tensor_v2",
- "torch.LongStorage",
- "_codecs.encode",
- "torch.FloatStorage"
How to fix it?
500 kB
LFS

Fixed bug in studies and retrained models 10 months ago
cv_model-aminoacidcnt-fold=1-study=standard-Dmax=0.6-pDC50=6.0-test_split=0.1-val_acc=0.82-val_roc_auc=0.860.ckpt
Detected Pickle imports (5)
- "collections.OrderedDict",
- "torch._utils._rebuild_tensor_v2",
- "torch.LongStorage",
- "_codecs.encode",
- "torch.FloatStorage"
How to fix it?
970 kB
LFS

Fixed bug in studies and retrained models 10 months ago
cv_model-aminoacidcnt-fold=3-study=standard-Dmax=0.6-pDC50=6.0-test_split=0.1-val_acc=0.84-val_roc_auc=0.851.ckpt
Detected Pickle imports (5)
- "collections.OrderedDict",
- "torch._utils._rebuild_tensor_v2",
- "torch.LongStorage",
- "_codecs.encode",
- "torch.FloatStorage"
How to fix it?
970 kB
LFS

Fixed bug in studies and retrained models 10 months ago
cv_model-aminoacidcnt-fold=4-study=target-Dmax=0.6-pDC50=6.0-test_split=0.1-val_acc=0.84-val_roc_auc=0.394.ckpt
Detected Pickle imports (5)
- "collections.OrderedDict",
- "torch._utils._rebuild_tensor_v2",
- "torch.LongStorage",
- "_codecs.encode",
- "torch.FloatStorage"
How to fix it?
500 kB
LFS

Fixed bug in studies and retrained models 10 months ago
cv_model-cellsonehot-fold=1-study=similarity-Dmax=0.6-pDC50=6.0-test_split=0.1-val_acc=0.79-val_roc_auc=0.800.ckpt
Detected Pickle imports (5)
- "collections.OrderedDict",
- "torch._utils._rebuild_tensor_v2",
- "torch.LongStorage",
- "_codecs.encode",
- "torch.FloatStorage"
How to fix it?
2.85 MB
LFS

Fixed bug in studies and retrained models 10 months ago
cv_model-cellsonehot-fold=1-study=target-Dmax=0.6-pDC50=6.0-test_split=0.1-val_acc=0.74-val_roc_auc=0.720.ckpt
Detected Pickle imports (5)
- "collections.OrderedDict",
- "torch._utils._rebuild_tensor_v2",
- "torch.LongStorage",
- "_codecs.encode",
- "torch.FloatStorage"
How to fix it?
1.48 MB
LFS

Fixed bug in studies and retrained models 10 months ago
cv_model-cellsonehot-fold=2-study=target-Dmax=0.6-pDC50=6.0-test_split=0.1-val_acc=0.67-val_roc_auc=0.529.ckpt
Detected Pickle imports (5)
- "collections.OrderedDict",
- "torch._utils._rebuild_tensor_v2",
- "torch.LongStorage",
- "_codecs.encode",
- "torch.FloatStorage"
How to fix it?
1.48 MB
LFS

Fixed bug in studies and retrained models 10 months ago
cv_model-cellsonehot_aminoacidcnt-fold=4-study=standard-Dmax=0.6-pDC50=6.0-test_split=0.1-val_acc=0.83-val_roc_auc=0.894.ckpt
Detected Pickle imports (5)
- "collections.OrderedDict",
- "torch._utils._rebuild_tensor_v2",
- "torch.LongStorage",
- "_codecs.encode",
- "torch.FloatStorage"
How to fix it?
645 kB
LFS

Fixed bug in studies and retrained models 10 months ago
cv_model-pytorch-fold=0-study=similarity-Dmax=0.6-pDC50=6.0-test_split=0.1-val_acc=0.85-val_roc_auc=0.901.ckpt

10.6 MB
LFS

Fixed bug in studies and retrained models 10 months ago
cv_model-pytorch-fold=0-study=standard-Dmax=0.6-pDC50=6.0-test_split=0.1-val_acc=0.84-val_roc_auc=0.868.ckpt

10.6 MB
LFS

Fixed bug in studies and retrained models 10 months ago
cv_model-pytorch-fold=2-study=similarity-Dmax=0.6-pDC50=6.0-test_split=0.1-val_acc=0.80-val_roc_auc=0.849.ckpt

10.6 MB
LFS

Fixed bug in studies and retrained models 10 months ago
cv_model-pytorch-fold=2-study=standard-Dmax=0.6-pDC50=6.0-test_split=0.1-val_acc=0.81-val_roc_auc=0.854.ckpt

10.6 MB
LFS

Fixed bug in studies and retrained models 10 months ago
cv_model-pytorch-fold=3-study=similarity-Dmax=0.6-pDC50=6.0-test_split=0.1-val_acc=0.79-val_roc_auc=0.818.ckpt
Detected Pickle imports (5)
- "_codecs.encode",
- "torch._utils._rebuild_tensor_v2",
- "torch.FloatStorage",
- "torch.LongStorage",
- "collections.OrderedDict"
How to fix it?
10.6 MB
LFS

Fixed bug in studies and retrained models 10 months ago
cv_model-pytorch-fold=3-study=target-Dmax=0.6-pDC50=6.0-test_split=0.1-val_acc=0.76-val_roc_auc=0.810.ckpt
Detected Pickle imports (5)
- "collections.OrderedDict",
- "torch._utils._rebuild_tensor_v2",
- "torch.LongStorage",
- "_codecs.encode",
- "torch.FloatStorage"
How to fix it?
1.33 MB
LFS

Fixed bug in studies and retrained models 10 months ago
cv_model-pytorch-fold=4-study=similarity-Dmax=0.6-pDC50=6.0-test_split=0.1-val_acc=0.80-val_roc_auc=0.835.ckpt
Detected Pickle imports (5)
- "_codecs.encode",
- "torch._utils._rebuild_tensor_v2",
- "torch.FloatStorage",
- "torch.LongStorage",
- "collections.OrderedDict"
How to fix it?
10.6 MB
LFS

Fixed bug in studies and retrained models 10 months ago
xgboost_best_model_similarity_n0-test_acc=0.83-test_roc_auc=0.899.json

459 kB

Fixed bug in studies and retrained models 10 months ago
xgboost_best_model_similarity_n1-test_acc=0.85-test_roc_auc=0.903.json

436 kB

Fixed bug in studies and retrained models 10 months ago
xgboost_best_model_similarity_n2-test_acc=0.83-test_roc_auc=0.890.json

514 kB

Fixed bug in studies and retrained models 10 months ago
xgboost_best_model_standard_n0-test_acc=0.87-test_roc_auc=0.911.json

369 kB

Fixed bug in studies and retrained models 10 months ago
xgboost_best_model_standard_n1-test_acc=0.82-test_roc_auc=0.901.json

370 kB

Fixed bug in studies and retrained models 10 months ago
xgboost_best_model_standard_n2-test_acc=0.83-test_roc_auc=0.907.json

367 kB

Fixed bug in studies and retrained models 10 months ago
xgboost_best_model_target_n0-test_acc=0.53-test_roc_auc=0.573.json

112 kB

Fixed bug in studies and retrained models 10 months ago
xgboost_best_model_target_n1-test_acc=0.51-test_roc_auc=0.605.json

102 kB

Fixed bug in studies and retrained models 10 months ago
xgboost_best_model_target_n2-test_acc=0.47-test_roc_auc=0.577.json

128 kB

Fixed bug in studies and retrained models 10 months ago
xgboost_cv_model_similarity_fold0.json

428 kB

Fixed bug in studies and retrained models 10 months ago
xgboost_cv_model_similarity_fold1.json

422 kB

Fixed bug in studies and retrained models 10 months ago
xgboost_cv_model_similarity_fold2.json

354 kB

Fixed bug in studies and retrained models 10 months ago
xgboost_cv_model_similarity_fold3.json

363 kB

Fixed bug in studies and retrained models 10 months ago
xgboost_cv_model_similarity_fold4.json

326 kB

Fixed bug in studies and retrained models 10 months ago
xgboost_cv_model_standard_fold0.json

299 kB

Fixed bug in studies and retrained models 10 months ago
xgboost_cv_model_standard_fold1.json

307 kB

Fixed bug in studies and retrained models 10 months ago
xgboost_cv_model_standard_fold2.json

306 kB

Fixed bug in studies and retrained models 10 months ago
xgboost_cv_model_standard_fold3.json

315 kB

Fixed bug in studies and retrained models 10 months ago
xgboost_cv_model_standard_fold4.json

313 kB

Fixed bug in studies and retrained models 10 months ago
xgboost_cv_model_target_fold0.json

165 kB

Fixed bug in studies and retrained models 10 months ago
xgboost_cv_model_target_fold1.json

149 kB

Fixed bug in studies and retrained models 10 months ago
xgboost_cv_model_target_fold2.json

91.3 kB

Fixed bug in studies and retrained models 10 months ago
xgboost_cv_model_target_fold3.json

120 kB

Fixed bug in studies and retrained models 10 months ago
xgboost_cv_model_target_fold4.json

169 kB

Fixed bug in studies and retrained models 10 months ago

Detected Pickle imports (5)

Detected Pickle imports (5)

Detected Pickle imports (5)

Detected Pickle imports (5)

Detected Pickle imports (5)

Detected Pickle imports (5)

Detected Pickle imports (5)

Detected Pickle imports (5)

Detected Pickle imports (5)

Detected Pickle imports (5)

Detected Pickle imports (5)

Detected Pickle imports (5)

Detected Pickle imports (5)

Detected Pickle imports (5)

Detected Pickle imports (5)

Detected Pickle imports (5)

Detected Pickle imports (5)

Detected Pickle imports (5)

Detected Pickle imports (5)

Detected Pickle imports (5)