Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
---|---|---|---|---|---|---|---|---|---|---|
Deepspeed | 31,844 | 87 | 14 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. | ||||||||||
Pocketflow | 2,553 | 3 years ago | 73 | other | Python | |||||
An Automatic Model Compression (AutoMC) framework for developing smaller and faster AI applications. | ||||||||||
Model Optimization | 1,445 | 3 | 27 | 3 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 | 6 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 | 3 months ago | 21 | October 12, 2023 | 9 | apache-2.0 | Python | |
Data compression in TensorFlow | ||||||||||
Nncf | 725 | 6 | 2 months ago | 16 | November 16, 2023 | 46 | apache-2.0 | Python | ||
Neural Network Compression Framework for enhanced OpenVINO™ inference | ||||||||||
Deep Compression Alexnet | 599 | 2 years ago | 1 | bsd-2-clause | Python | |||||
Deep Compression on AlexNet | ||||||||||
Embedded Neural Network | 547 | 2 months ago | n,ull | |||||||
collection of works aiming at reducing model sizes or the ASIC/FPGA accelerator for machine learning | ||||||||||
Awesome Deep Neural Network Compression | 475 | 7 months ago | 4 | Python | ||||||
Summary, Code for Deep Neural Network Quantization | ||||||||||
Hdrcnn | 448 | a year ago | 11 | bsd-3-clause | Python | |||||
HDR image reconstruction from a single exposure using deep CNNs |