Neural Network Intelligence

NNI (Neural Network Intelligence)
Original author(s)	Microsoft Research
Developer(s)	Microsoft
Initial release	2018;7 years ago (2018) [1]
Stable release	v2.10 [2] / November 14, 2022;2 years ago (2022-11-14)
Repository	github.com/microsoft/nni
Written in	Python
Operating system	Windows, macOS, Ubuntu
Platform	Cross-platform
Type	AutoML toolkit
License	MIT License
Website	nni.readthedocs.io

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

• Machine learning
• ML.NET

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

• 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

• nni on GitHub
• Neural Network Intelligence - Microsoft Research