Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
---|---|---|---|---|---|---|---|---|---|---|
Deepspeed | 32,358 | 87 | 22 days ago | 79 | December 01, 2023 | 920 | apache-2.0 | Python | ||
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective. | ||||||||||
Bolt | 2,312 | 2 years ago | 4 | June 07, 2017 | 19 | mpl-2.0 | C++ | |||
10x faster matrix and vector operations | ||||||||||
Model Optimization | 1,445 | 3 | 27 | 4 months ago | 30 | May 26, 2023 | 207 | apache-2.0 | Python | |
A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning. | ||||||||||
Compressai | 882 | 2 | 7 months ago | 21 | January 26, 2023 | 23 | bsd-3-clause-clear | Python | ||
A PyTorch library and evaluation platform for end-to-end compression research | ||||||||||
Compression | 796 | 1 | 1 | 4 months ago | 21 | October 12, 2023 | 9 | apache-2.0 | Python | |
Data compression in TensorFlow | ||||||||||
Pgm Index | 693 | 9 months ago | 5 | apache-2.0 | C++ | |||||
🏅State-of-the-art learned data structure that enables fast lookup, predecessor, range searches and updates in arrays of billions of items using orders of magnitude less space than traditional indexes | ||||||||||
Neuralcompression | 430 | 4 months ago | 6 | October 03, 2023 | 3 | mit | Python | |||
A collection of tools for neural compression enthusiasts. | ||||||||||
Awesome Ml Model Compression | 378 | 9 months ago | mit | |||||||
Awesome machine learning model compression research papers, tools, and learning material. | ||||||||||
High Fidelity Generative Compression | 252 | 2 years ago | 12 | apache-2.0 | Python | |||||
Pytorch implementation of High-Fidelity Generative Image Compression + Routines for neural image compression | ||||||||||
Keras_compressor | 152 | 5 years ago | 11 | Python | ||||||
Model Compression CLI Tool for Keras. |