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 (3 years ago)

Commits 1,825 (last one 9 days ago)

Stargazers 2,004 (-1 this week)

Watchers 46 (0 this week)

Forks 140

License apache-2.0

Ranking

RepositoryStats indexes 534,551 repositories, of these neuralmagic/sparseml is ranked #24,177 (95th percentile) for total stargazers, and #45,134 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #3,596/103,470.

neuralmagic/sparseml is also tagged with popular topics, for these it's ranked: pytorch (#431/5588), nlp (#188/2260), tensorflow (#254/2165), object-detection (#84/1083), keras (#71/762), image-classification (#36/366), automl (#30/204)

Other Information

neuralmagic/sparseml has 57 open pull requests on Github, 1,840 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 8 open issues and 194 closed issues.

There have been 38 releases, the latest one was published on 2024-03-15 (3 months ago) with the name SparseML v1.7.0.

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

1,033 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: 2024-06-28 @ 09:35pm, id: 320591199 / R_kgDOExvVXw