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Neural Network Intelligence

From Wikipedia, the free encyclopedia
Microsoft open source library
NNI (Neural Network Intelligence)
Original authorMicrosoft Research
DeveloperMicrosoft
Initial release2018; 8 years ago (2018)[1]
Stable release
v2.10[2] / 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 afree and open-sourceAutoML toolkit developed byMicrosoft.[3][4] It is used to automatefeature engineering,model compression,neural architecture search, andhyper-parameter tuning.[5][6]

The source code is licensed underMIT License and available onGitHub.[7]

See also

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References

[edit]
  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

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  • Gridin, Ivan (2022).Automated Deep Learning Using Neural Network Intelligence: Develop and Design PyTorch and TensorFlow Models Using Python. Apress.ISBN 978-1484281482.

External links

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