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Update supported frameworks list (#209)

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pollfly 2022-03-20 12:55:27 +02:00 committed by GitHub
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3 changed files with 18 additions and 10 deletions
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1
docs/faq.md
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@ -470,6 +470,7 @@ auto_connect_frameworks={
'matplotlib': True, 'tensorflow': False, 'tensorboard': False, 'pytorch': True,
'xgboost': False, 'scikit': True, 'fastai': True, 'lightgbm': False,
'hydra': True, 'detect_repository': True, 'tfdefines': True, 'joblib': True,
'megengine': True, 'jsonargparse': True, 'catboost': True
}
```

11
docs/fundamentals/artifacts.md
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@ -163,8 +163,15 @@ This is especially helpful when using [clearml-agent](../clearml_agent.md) to ex
### List of Supported Frameworks
- Tensorflow
- TensorFlow
- Keras
- Pytorch
- PyTorch
- PyTorch Ignite
- PyTorch Lightning
- scikit-learn (only using joblib)
- XGBoost (only using joblib)
- AutoKeras
- FastAI
- LightGBM
- MegEngine
- CatBoost

14
docs/integrations/libraries.md
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@ -9,19 +9,19 @@ Just follow the [getting started](/getting_started/ds/ds_first_steps.md) to auto
![Integration tools](../img/integration_tools.png)
**Frameworks**
- [Pytorch](https://github.com/allegroai/clearml/tree/master/examples/frameworks/pytorch)
- [pytorch-lightning](https://github.com/allegroai/clearml/tree/master/examples/frameworks/pytorch-lightning)
- [ignite](https://github.com/allegroai/clearml/tree/master/examples/frameworks/ignite)
- [Tensorflow](https://github.com/allegroai/clearml/tree/master/examples/frameworks/tensorflow)
- [PyTorch](https://github.com/allegroai/clearml/tree/master/examples/frameworks/pytorch)
- [PyTorch Lightning](https://github.com/allegroai/clearml/tree/master/examples/frameworks/pytorch-lightning)
- [PyTorch Ignite](https://github.com/allegroai/clearml/tree/master/examples/frameworks/ignite)
- [TensorFlow](https://github.com/allegroai/clearml/tree/master/examples/frameworks/tensorflow)
- [Keras](https://github.com/allegroai/clearml/tree/master/examples/frameworks/keras)
- [scikit-learn](https://github.com/allegroai/clearml/tree/master/examples/frameworks/scikit-learn)
- [fastai](https://github.com/allegroai/clearml/tree/master/examples/frameworks/fastai)
- [lightgbm](https://github.com/allegroai/clearml/tree/master/examples/frameworks/lightgbm)
- [FastAI](https://github.com/allegroai/clearml/tree/master/examples/frameworks/fastai)
- [LightGBM](https://github.com/allegroai/clearml/tree/master/examples/frameworks/lightgbm)
- [XGBoost](https://github.com/allegroai/clearml/tree/master/examples/frameworks/xgboost)
- [MegEngine](https://github.com/allegroai/clearml/tree/master/examples/frameworks/megengine)
- [CatBoost](https://github.com/allegroai/clearml/tree/master/examples/frameworks/catboost)
- [Hydra](https://github.com/allegroai/clearml/tree/master/examples/frameworks/hydra)
- [python-fire](https://github.com/allegroai/clearml/tree/master/examples/frameworks/fire)
- [Python Fire](https://github.com/allegroai/clearml/tree/master/examples/frameworks/fire)
- [click](https://github.com/allegroai/clearml/tree/master/examples/frameworks/click)
**HPO**