From Wikipedia, the free encyclopedia
Microsoft open source library
NNI (Neural Network Intelligence ) is a
free and open-source
AutoML toolkit developed by
Microsoft .
[3]
[4] It is used to automate
feature engineering ,
model compression ,
neural architecture search , and
hyper-parameter tuning .
[5]
[6]
The source code is licensed under
MIT License and available on
GitHub .
[7]
See also
References
^
"Tags · microsoft/nni · GitHub" . GitHub . 10 September 2021.
^
"Tags · microsoft/nni · GitHub" . GitHub . 28 June 2022.
^ 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 .
^
"Open Source AutoML Tools: AutoGluon, TransmogrifAI, Auto-sklearn, and NNI" . Bizety . June 16, 2020.
^ Heller, Martin (August 21, 2019).
"Automated machine learning or AutoML explained" . InfoWorld .
^
"15 Undiscovered & Open Source Machine Learning Frameworks You Need to Know in 2020" . freeCodeCamp.org . June 4, 2020.
^
"microsoft/nni" . August 11, 2020 – via GitHub.
Further reading
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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