Neural Network Intelligence

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NNI (Neural Network Intelligence)
Original author(s)Microsoft Research
Developer(s)Microsoft
Initial release2017; 7 years ago (2017)
Stable release
v1.9[1] / October 22, 2020; 3 years ago (2020-10-22)
Repositorygithub.com/microsoft/nni
Written inPython
Operating systemWindows, macOS, Ubuntu
PlatformCross-platform
TypeAutoML toolkit
LicenseMIT License
Websitenni.readthedocs.io

NNI (Neural Network Intelligence) is a free and open source AutoML toolkit developed by Microsoft.[2][3] It is used to automate feature engineering, model compression, neural architecture search, and hyper-parameter tuning.[4][5]

The source code is licensed under MIT License and available on GitHub.[6]

See also

References

  1. ^ "microsoft/nni". GitHub.
  2. ^ Raschka, Sebastian; Patterson, Joshua; Nolet, Corey (April 11, 2020). "Machine Learning in Python: Main Developments and Technology Trends in Data Science, Machine Learning, and Artificial Intelligence". Information. 11 (4): 193. arXiv:2002.04803. doi:10.3390/info11040193 – via www.mdpi.com.
  3. ^ "Open Source AutoML Tools: AutoGluon, TransmogrifAI, Auto-sklearn, and NNI". Bizety. June 16, 2020.
  4. ^ Heller, Martin (August 21, 2019). "Automated machine learning or AutoML explained". InfoWorld.
  5. ^ "15 Undiscovered & Open Source Machine Learning Frameworks You Need to Know in 2020". freeCodeCamp.org. June 4, 2020.
  6. ^ "microsoft/nni". August 11, 2020 – via GitHub.

External links

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