Neuralcompression

A collection of tools for neural compression enthusiasts.
Alternatives To Neuralcompression
Project NameStarsDownloadsRepos Using ThisPackages Using ThisMost Recent CommitTotal ReleasesLatest ReleaseOpen IssuesLicenseLanguage
Deepspeed31,8448714 days ago79December 01, 2023920apache-2.0Python
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
Pocketflow2,553
3 years ago73otherPython
An Automatic Model Compression (AutoMC) framework for developing smaller and faster AI applications.
Model Optimization1,4453273 months ago30May 26, 2023207apache-2.0Python
A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.
Compressai88226 months ago21January 26, 202323bsd-3-clause-clearPython
A PyTorch library and evaluation platform for end-to-end compression research
Compression796113 months ago21October 12, 20239apache-2.0Python
Data compression in TensorFlow
Nncf72562 months ago16November 16, 202346apache-2.0Python
Neural Network Compression Framework for enhanced OpenVINO™ inference
Deep Compression Alexnet599
2 years ago1bsd-2-clausePython
Deep Compression on AlexNet
Embedded Neural Network547
2 months agon,ull
collection of works aiming at reducing model sizes or the ASIC/FPGA accelerator for machine learning
Awesome Deep Neural Network Compression475
7 months ago4Python
Summary, Code for Deep Neural Network Quantization
Hdrcnn448
a year ago11bsd-3-clausePython
HDR image reconstruction from a single exposure using deep CNNs
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