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34 lines
1.8 KiB
Markdown
34 lines
1.8 KiB
Markdown
---
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title: Libraries
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---
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ClearML integrates with many frameworks and tools out of the box! <br/>
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Just follow the [getting started](/getting_started/ds/ds_first_steps.md) to automatically capture metrics, models and artifacts or check out examples for each library.
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**Frameworks**
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- [Pytorch](https://github.com/allegroai/clearml/tree/master/examples/frameworks/pytorch)
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- [pytorch-lightning](https://github.com/allegroai/clearml/tree/master/examples/frameworks/pytorch-lightning)
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- [ignite](https://github.com/allegroai/clearml/tree/master/examples/frameworks/ignite)
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- [Tensorflow](https://github.com/allegroai/clearml/tree/master/examples/frameworks/tensorflow)
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- [Keras](https://github.com/allegroai/clearml/tree/master/examples/frameworks/keras)
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- [scikit-learn](https://github.com/allegroai/clearml/tree/master/examples/frameworks/scikit-learn)
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- [fastai](https://github.com/allegroai/clearml/tree/master/examples/frameworks/fastai)
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- [lightgbm](https://github.com/allegroai/clearml/tree/master/examples/frameworks/lightgbm)
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- [XGBoost](https://github.com/allegroai/clearml/tree/master/examples/frameworks/xgboost)
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- [Hydra](https://github.com/allegroai/clearml/tree/master/examples/frameworks/hydra)
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**HPO**
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- [Optuna](https://github.com/allegroai/clearml/tree/master/examples/optimization/hyper-parameter-optimization)
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- [Keras Tuner](https://github.com/allegroai/clearml/tree/master/examples/frameworks/kerastuner)
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- [AutoKeras](https://github.com/allegroai/clearml/tree/master/examples/frameworks/autokeras)
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**Plotting**
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- [Tensorboard](https://github.com/allegroai/clearml/blob/master/examples/frameworks/tensorflow/tensorboard_toy.py)
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- [TensorboardX](https://github.com/allegroai/clearml/tree/master/examples/frameworks/tensorboardx)
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- [matplotlib](https://github.com/allegroai/clearml/tree/master/examples/frameworks/matplotlib)
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