sparseml
[DEPRECATED] Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models
Ecosystem
pypi.org
pypi.org
Latest Release
over 1 year ago
1.9.0
over 1 year ago
Versions
43
43
Downloads
1,659 last month
1,659 last month
Dependent Packages
4
4
Dependent Repos
20
20
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Readme
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Links
| Registry | pypi.org |
| Source | Repository |
| Docs | Documentation |
| JSON API | View JSON |
| CodeMeta | codemeta.json |
Package Details
| PURL |
pkg:pypi/sparseml
spec |
| License | Apache-2.0 |
| First Release | over 5 years ago |
| Last Synced | 11 days ago |
Keywords
inference machine learning neural network computer vision nlp cv deep learning torch pytorch tensorflow keras sparsity pruning deep learning libraries onnx quantization automl computer-vision-algorithms deep-learning-algorithms deep-learning-library deep-learning-models image-classification object-detection pruning-algorithms smaller-models sparsification sparsification-recipes transfer-learning
inference machine learning neural network computer vision nlp cv deep learning torch pytorch tensorflow keras sparsity pruning deep learning libraries onnx quantization automl computer-vision-algorithms deep-learning-algorithms deep-learning-library deep-learning-models image-classification object-detection pruning-algorithms smaller-models sparsification sparsification-recipes transfer-learning
Repository
| Stars | 2,144 on GitHub |
| Forks | 157 on GitHub |
| Commits | 1793 |
| Committers | 54 |
| Avg per Author | 33.204 |
| DDS | 0.836 |
Rankings on pypi.org
Overall
Top 3.0%
Downloads
Top 4.4%
Dependent packages
Top 1.3%
Dependent repos
Top 3.3%
Forks
Top 4.2%