Distributed Asynchronous Hyperparameter Optimization in Python
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README.md

Hyperopt: Distributed Asynchronous Hyper-parameter Optimization Build Status PyPI version

Hyperopt is a Python library for serial and parallel optimization over awkward search spaces, which may include real-valued, discrete, and conditional dimensions.

Official project git repository:

http://github.com/hyperopt/hyperopt

Documentation:

http://hyperopt.github.io/hyperopt

Announcements mailing list:

https://groups.google.com/forum/#!forum/hyperopt-announce

Discussion mailing list:

https://groups.google.com/forum/#!forum/hyperopt-discuss

Thanks

This project has received support from

  • National Science Foundation (IIS-0963668),
  • Banting Postdoctoral Fellowship program,
  • National Science and Engineering Research Council of Canada (NSERC),
  • D-Wave Systems, Inc.