Tune is a scalable framework for hyperparameter search with a focus on deep learning and deep reinforcement learning.

User documentation can be found here.

To get started with Tune, try going through our tutorial of using Tune with Keras.

(Experimental): You can try out the above tutorial on a free hosted server via Binder.

If Tune helps you in your academic research, you are encouraged to cite our paper. Here is an example bibtex:

@article{liaw2018tune,
    title={Tune: A Research Platform for Distributed Model Selection and Training},
    author={Liaw, Richard and Liang, Eric and Nishihara, Robert and
            Moritz, Philipp and Gonzalez, Joseph E and Stoica, Ion},
    journal={arXiv preprint arXiv:1807.05118},
    year={2018}
}