Neural Network Intelligence

NNI (Neural Network Intelligence)
Original authorMicrosoft Research
DeveloperMicrosoft
Release2018; 8 years ago (2018)
Stable release
v2.10 / November 14, 2022; 3 years ago (2022-11-14)
Written inPython
Operating systemWindows, macOS, Ubuntu
PlatformCross-platform
TypeAutoML toolkit
LicenseMIT License
Websitenni.readthedocs.io
Repositorygithub.com/microsoft/nni

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

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

See also

References

  1. ↑ "Tags · microsoft/nni · GitHub". GitHub. 10 September 2021.
  2. ↑ "Tags · microsoft/nni · GitHub". GitHub. 28 June 2022.
  3. ↑ 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.
  4. ↑ "Open Source AutoML Tools: AutoGluon, TransmogrifAI, Auto-sklearn, and NNI". Bizety. June 16, 2020.
  5. ↑ Heller, Martin (August 21, 2019). "Automated machine learning or AutoML explained". InfoWorld.
  6. ↑ "15 Undiscovered & Open Source Machine Learning Frameworks You Need to Know in 2020". freeCodeCamp.org. June 4, 2020.
  7. ↑ "microsoft/nni". August 11, 2020 – via GitHub.

Further reading