neuralmagic / sparseml

Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models

Date Created 2020-12-11 (4 years ago)

Commits 1,826 (last one 5 months ago)

Stargazers 2,084 (2 this week)

Watchers 49 (0 this week)

Forks 148

License apache-2.0

Ranking

RepositoryStats indexes 595,856 repositories, of these neuralmagic/sparseml is ranked #24,794 (96th percentile) for total stargazers, and #42,665 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #3,805/119,431.

neuralmagic/sparseml is also tagged with popular topics, for these it's ranked: pytorch (#448/6025), nlp (#196/2430), tensorflow (#252/2255), object-detection (#86/1176), keras (#71/794), image-classification (#35/399), onnx (#48/364), transfer-learning (#15/314), automl (#30/212)

Other Information

neuralmagic/sparseml has 60 open pull requests on Github, 1,841 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 7 open issues and 200 closed issues.

There have been 39 releases, the latest one was published on 2024-07-03 (5 months ago) with the name SparseML v1.8.0.

All Topics

nlp onnx keras automl pruning pytorch sparsity tensorflow smaller-models sparsification object-detection transfer-learning pruning-algorithms deep-learning-models image-classification deep-learning-library sparsification-recipes deep-learning-algorithms computer-vision-algorithms

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Watcher History

Github watchers over time, collection started in '23

Recent Commit History

1,034 commits on the default branch (main) since jan '22

Yearly Commits

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Issue History

Languages

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

Opengraph Image

updated: 2024-12-18 @ 07:50pm, id: 320591199 / R_kgDOExvVXw