Update model - Task: default
Browse files- MoamaMolecularEncoder.pt +3 -0
- README.md +74 -75
- config.json +506 -506
MoamaMolecularEncoder.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:4a84249999feb348deb2972baf487f0c13910dd6ed89f5853b1cf3e5fa3c89c8
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size 15498975
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README.md
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---
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tags:
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- torch_molecule
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model
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```
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---
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tags:
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- torch_molecule
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library_name: torch_molecule
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---
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# MoamaMolecularEncoder Model
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## Model Description
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- **Model Type**: MoamaMolecularEncoder
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- **Framework**: torch_molecule
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- **Last Updated**: 2025-07-28
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## Task Summary
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| Task | Version | Last Updated | Parameters | Metrics |
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|------|---------|--------------|------------|----------|
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| default | 0.0.4 | 2025-07-28 | 3,832,927 | |
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## Usage
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```python
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from torch_molecule import MoamaMolecularEncoder
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# Load model for specific task
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model = MoamaMolecularEncoder()
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model.load(
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"local_model_dir/MoamaMolecularEncoder.pt",
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repo="Do1Yun/TorchMoleculeEncoderRepo"
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)
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# For predictor: Make predictions
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# predictions = model.predict(smiles_list)
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# For generator: Make generations
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# generations = model.generate(n_samples)
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# For encoder: Make encodings
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# encodings = model.encode(smiles_list)
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```
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## Tasks Details
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### default Task
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- **Current Version**: 0.0.4
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- **Last Updated**: 2025-07-28
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- **Parameters**: 3,832,927
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- **Configuration**:
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```python
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{
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"mask_rate": 0.15,
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"lw_rec": 0.5,
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"encoder_type": "gin-virtual",
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"readout": "sum",
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"num_layer": 5,
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"hidden_size": 300,
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"drop_ratio": 0.5,
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"norm_layer": "batch_norm",
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"batch_size": 128,
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"epochs": 500,
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"learning_rate": 0.001,
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"weight_decay": 0.0,
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"grad_clip_value": null,
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"use_lr_scheduler": false,
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"scheduler_factor": 0.5,
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"scheduler_patience": 5,
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"fitting_epoch": 499,
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"device": {
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"_type": "unknown",
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"repr": "cuda:0"
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},
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"verbose": false,
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"model_name": "MoamaMolecularEncoder"
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}
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```
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config.json
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"tasks": {
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"default": {
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"versions": [],
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"current_version": "0.0.
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"date_added": "2025-07-28T00:54:19.007002",
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"last_updated": "2025-07-28T01:
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"num_parameters":
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"config": {
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"mask_num": 0,
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"mask_rate": 0.15,
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"encoder_type": "gin-virtual",
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"readout": "sum",
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"num_layer": 5,
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"scheduler_patience": 5,
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"fitting_epoch": 499,
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"fitting_loss": [
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