Examples using Ray Tune with ML Frameworks

Ray Tune integrates with many popular machine learning frameworks. Here you find a few practical examples showing you how to tune your models. At the end of these guides you will often find links to even more examples.

How To Use Tune’s Scikit-Learn Adapters?

How To Use Tune With Keras & TF Models

How To Use Tune With PyTorch Models

How To Tune PyTorch Lightning Models

Model Selection & Serving With Ray Serve

Tuning RL Experiments With Ray Tune & Ray Serve

A Guide To Tuning XGBoost Parameters With Tune

A Guide To Tuning LightGBM Parameters With Tune

A Guide To Tuning Horovod Parameters With Tune

A Guide To Tuning Huggingface Transformers With Tune