Neural Network Intelligence

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]

NNI (Neural Network Intelligence)
Original author(s)Microsoft Research
Developer(s)Microsoft
Initial release2017 (2017)
Stable release
v1.7.1[1] / July 27, 2020 (2020-07-27)
Repositorygithub.com/microsoft/nni
Written inPython
Operating systemWindows, macOS, Ubuntu
TypeAutoML toolkit
LicenseMIT License
Websitenni.readthedocs.io

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. doi:10.3390/info11040193 – via www.mdpi.com.
  3. "Open Source AutoML Tools: AutoGluon, TransmogrifAI, Auto-sklearn, and NNI - Bizety".
  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.
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