Neural Network Intelligence Explained

NNI (Neural Network Intelligence)
Developer:	Microsoft
Released:	^[1]
Latest Release Version:	v2.10^[2]
Programming Language:	Python
Operating System:	Windows, macOS, Ubuntu
Platform:	Cross-platform
Genre:	AutoML toolkit
License:	MIT License

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

Further reading

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

External links

• • Neural Network Intelligence - Microsoft Research

Notes and References

1. Web site: Tags · microsoft/nni · GitHub. GitHub. 10 September 2021.
2. Web site: Tags · microsoft/nni · GitHub. GitHub. 28 June 2022.
3. Machine Learning in Python: Main Developments and Technology Trends in Data Science, Machine Learning, and Artificial Intelligence. Sebastian. Raschka. Joshua. Patterson. Corey. Nolet. April 11, 2020. Information. 11. 4. 193. 10.3390/info11040193. 2002.04803. free.
4. Web site: Open Source AutoML Tools: AutoGluon, TransmogrifAI, Auto-sklearn, and NNI. Bizety. June 16, 2020.
5. Web site: Automated machine learning or AutoML explained. Martin. Heller. August 21, 2019. InfoWorld.
6. Web site: 15 Undiscovered & Open Source Machine Learning Frameworks You Need to Know in 2020.. June 4, 2020. freeCodeCamp.org.
7. Web site: microsoft/nni. August 11, 2020. GitHub.