clearml-docs/docs/integrations/libraries.md

---
title: Integrations
---

ClearML integrates with many frameworks and tools out of the box! <br/>

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.

![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)
- [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)
- [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)
- [click](https://github.com/allegroai/clearml/tree/master/examples/frameworks/click)

**HPO**
- [Optuna](https://github.com/allegroai/clearml/tree/master/examples/optimization/hyper-parameter-optimization)
- [Keras Tuner](https://github.com/allegroai/clearml/tree/master/examples/frameworks/kerastuner)
- [AutoKeras](https://github.com/allegroai/clearml/tree/master/examples/frameworks/autokeras) 

**Plotting**
- [Tensorboard](https://github.com/allegroai/clearml/blob/master/examples/frameworks/tensorflow/tensorboard_toy.py)
- [TensorboardX](https://github.com/allegroai/clearml/tree/master/examples/frameworks/tensorboardx)
- [matplotlib](https://github.com/allegroai/clearml/tree/master/examples/frameworks/matplotlib)
Initial commit 2021-05-13 23:48:51 +00:00			`---`
Add supported frameworks (#187) 2022-02-20 09:39:29 +00:00			`title: Integrations`
Initial commit 2021-05-13 23:48:51 +00:00			`---`

			`ClearML integrates with many frameworks and tools out of the box! <br/>`

			`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.`

Add supported frameworks (#187) 2022-02-20 09:39:29 +00:00			`![Integration tools](../img/integration_tools.png)`
Initial commit 2021-05-13 23:48:51 +00:00
			`Frameworks`
Update supported frameworks list (#209) 2022-03-20 10:55:27 +00:00			`- [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)`
Initial commit 2021-05-13 23:48:51 +00:00			`- [Keras](https://github.com/allegroai/clearml/tree/master/examples/frameworks/keras)`
			`- [scikit-learn](https://github.com/allegroai/clearml/tree/master/examples/frameworks/scikit-learn)`
Update supported frameworks list (#209) 2022-03-20 10:55:27 +00:00			`- [FastAI](https://github.com/allegroai/clearml/tree/master/examples/frameworks/fastai)`
			`- [LightGBM](https://github.com/allegroai/clearml/tree/master/examples/frameworks/lightgbm)`
Initial commit 2021-05-13 23:48:51 +00:00			`- [XGBoost](https://github.com/allegroai/clearml/tree/master/examples/frameworks/xgboost)`
Add supported frameworks (#186) 2022-02-20 08:40:14 +00:00			`- [MegEngine](https://github.com/allegroai/clearml/tree/master/examples/frameworks/megengine)`
			`- [CatBoost](https://github.com/allegroai/clearml/tree/master/examples/frameworks/catboost)`
Initial commit 2021-05-13 23:48:51 +00:00			`- [Hydra](https://github.com/allegroai/clearml/tree/master/examples/frameworks/hydra)`
Update supported frameworks list (#209) 2022-03-20 10:55:27 +00:00			`- [Python Fire](https://github.com/allegroai/clearml/tree/master/examples/frameworks/fire)`
Add supported frameworks (#187) 2022-02-20 09:39:29 +00:00			`- [click](https://github.com/allegroai/clearml/tree/master/examples/frameworks/click)`
Initial commit 2021-05-13 23:48:51 +00:00
			`HPO`
			`- [Optuna](https://github.com/allegroai/clearml/tree/master/examples/optimization/hyper-parameter-optimization)`
			`- [Keras Tuner](https://github.com/allegroai/clearml/tree/master/examples/frameworks/kerastuner)`
			`- [AutoKeras](https://github.com/allegroai/clearml/tree/master/examples/frameworks/autokeras)`

			`Plotting`
			`- [Tensorboard](https://github.com/allegroai/clearml/blob/master/examples/frameworks/tensorflow/tensorboard_toy.py)`
			`- [TensorboardX](https://github.com/allegroai/clearml/tree/master/examples/frameworks/tensorboardx)`
			`- [matplotlib](https://github.com/allegroai/clearml/tree/master/examples/frameworks/matplotlib)`