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NNI v0.1 release

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@yds05 yds05 released this 10 Sep 09:45
· 23 commits to v0.1 since this release

Release 0.1.0 - 9/10/2018 (initial release)

Initial release of Neural Network Intelligence (NNI).

Major Features

  • Installation and Deployment
    • Support pip install and source codes install
    • Support training services on local mode(including Multi-GPU mode) as well as multi-machines mode
  • Tuners, Accessors and Trial
    • Support AutoML algorithms including: hyperopt_tpe, hyperopt_annealing, hyperopt_random, and evolution_tuner
    • Support assessor(early stop) algorithms including: medianstop algorithm
    • Provide Python API for user defined tuners and accessors
    • Provide Python API for user to wrap trial code as NNI deployable codes
  • Experiments
    • Provide a command line toolkit 'nnictl' for experiments management
    • Provide a web UI for viewing experiments details and managing experiments
  • Continuous Integration
    • Support CI by providing out-of-box integration with travis-ci on ubuntu
  • Others
    • Support simple GPU job scheduling

Known Issues

Known Issues in release 0.1.0.