Neural Network Intelligence
From Wikipedia, the free encyclopedia
Microsoft open source library
| NNI (Neural Network Intelligence) | |
|---|---|
| Original author | Microsoft Research |
| Developer | Microsoft |
| Initial release | 2018; 7 years ago (2018)[1] |
| Stable release | |
| Repository | github |
| Written in | Python |
| Operating system | Windows, macOS, Ubuntu |
| Platform | Cross-platform |
| Type | AutoML toolkit |
| License | MIT License |
| Website | nni |
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
[edit ]References
[edit ]- ^ "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
[edit ]- 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
[edit ]
Stub icon
This machine learning-related article is a stub. You can help Wikipedia by expanding it.
Stub icon
.svg){kind=link}
This free and open-source software article is a stub. You can help Wikipedia by expanding it.