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Tune: Scalable Hyperparameter Search

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

User documentation can be found here.

Tutorial

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.

Citing Tune

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}
}