microsoft / nni

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

Date Created 2018-06-01 (6 years ago)

Commits 3,012 (last one about a year ago)

Stargazers 14,067 (4 this week)

Watchers 284 (0 this week)

Forks 1,820

License mit

This repository has been archived on Github

Ranking

RepositoryStats indexes 589,134 repositories, of these microsoft/nni is ranked #2,440 (99th percentile) for total stargazers, and #4,163 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #359/117,584.

microsoft/nni is also tagged with popular topics, for these it's ranked: python (#226/22145), deep-learning (#104/8438), machine-learning (#121/7978), pytorch (#56/5977), tensorflow (#31/2246), data-science (#34/2110), neural-network (#20/1099), mlops (#10/415), distributed (#17/378), machine-learning-algorithms (#7/276), automl (#3/212), hyperparameter-optimization (#3/122), feature-engineering (#1/113), model-compression (#1/106)

Other Information

microsoft/nni has 18 open pull requests on Github, 3,002 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 399 open issues and 1,684 closed issues.

There have been 40 releases, the latest one was published on 2023-09-14 (about a year ago) with the name Release 3.0 - 21/8/2023.

Homepage URL: https://nni.readthedocs.io

All Topics

nas mlops automl python pytorch tensorflow distributed data-science deep-learning neural-network machine-learning model-compression deep-neural-network feature-engineering bayesian-optimization hyperparameter-tuning automated-machine-learning neural-architecture-search hyperparameter-optimization machine-learning-algorithms

Star History

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Watcher History

Github watchers over time, collection started in '23

Recent Commit History

568 commits on the default branch (master) since jan '22

Yearly Commits

Commits to the default branch (master) per year

Issue History

Languages

The primary language is Python but there's also others...

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updated: 2024-12-03 @ 06:46am, id: 135673451 / R_kgDOCBY2aw