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Sorry, but these six models (model.EfficientNetV2,model.resnet,model.ALEXNET,model.dataset_Unet,model.Unet )are not in the file. Could you provide the .py files for these models?Thanks!
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### Model
Antimalarial activity (ABS and sexual stages) - eos80ch
### Molecules
COCC(NCC1C=C(C(CC1C(C)C)CC(NCC2=CC=CN=C2)=O)C)=O
O=C(NCC1=CC=CN=C1)CCC23CCC(O)(C)CC2C(C)(C)CC3NC(COC)=O
CCN[C@@H]1C…
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This:
```python
self.kernel = NUTS(
model=self.model,
**nuts_args,
)
```
makes more sense than the current:
```python
self.kernel = NUTS(
model=self.sample,
**nuts_args,
…
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### Model
Broad spectrum antibiotic activity - eos4e40
### Molecules
O=C(C1=CN(C2CC2)C3=C(C=C(F)C(N4CCNCC4)=C3)C1=O)O
O=C(C(C)C)C1=C(O)C=C(O)C=C1/C=C/C2=CC=C(O)C=C2
O=C(C(C)C)C1=C(O)C=C(OC)C=C1/C…
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### Model
Broad spectrum antibiotic activity - eos4e40
### Molecules
O=C(C(C)C)C1=C(O)C=C(OC)C=C1/C=C/C2=CC=C(O)C=C2
O=C(C(C)C)C1=C(O)C=C(O)C=C1/C=C/C2=CC=C(O)C=C2
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### Model
Broad spectrum antibiotic activity - eos4e40
### Molecules
OC1C(C2=CC(O)=C(O)C(O)=C2)OC3=C(C(O)=CC(O)=C3)C1
O=C(OC1=CC(C2C(O)CC3=C(O2)C=C(O)C=C3O)=CC(O)=C1O)C4=CC(O)=C(O)C(O)=C4
O=C(OC1…
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### Model
Antimalarial activity (ABS and sexual stages) - eos80ch
### Molecules
OC1C(C2=CC(O)=C(O)C(O)=C2)OC3=C(C(O)=CC(O)=C3)C1
O=C(OC1=CC(C2C(O)CC3=C(O2)C=C(O)C=C3O)=CC(O)=C1O)C4=CC(O)=C(O)C(O)=…
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### Model
3D pharmacophore descriptor - eos4x30
### Molecules
COc1ccc(c(oc2c3c(O)c(OC)c(O)c2)c(OC)c3=O)cc1
O=C1C(C2=CC=C(OCO3)C3=C2)=C(C)OC4=C1C=C(CCC)C(OC(C)C)=C4
OC1C(C2=CC(O)=C(O)C(O)=C2)OC3=C…
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where torch.distributed.nn.all_gather in model_longclip.py 453
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I'm trying to reimplement the Relaton data model with Shale. Shale is limited, especially in inheritance, multi-inheritance, recurrence, cloise, and repeated groups. I found some workarounds but the c…