Awesome Ml Model Compression Alternatives

Awesome machine learning model compression research papers, tools, and learning material.
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Alternatives To cedrickchee/awesome-ml-model-compression
Project Name Stars Downloads Repos Using This Packages Using This Most Recent Commit Total Releases Latest Release Open Issues License Language
Tencent/PocketFlow 2,553 0 0 over 5 years ago 0 73 other Python
An Automatic Model Compression (AutoMC) framework for developing smaller and faster AI applications.
PaddlePaddle/PaddleSlim 1,486 0 4 about 2 years ago 22 December 29, 2022 430 apache-2.0 Python
PaddleSlim is an open-source library for deep model compression and architecture search.
tensorflow/model-optimization 1,445 3 27 over 2 years 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.
songhan/Deep-Compression-AlexNet 599 0 0 about 4 years ago 0 1 bsd-2-clause Python
Deep Compression on AlexNet
cedrickchee/awesome-ml-model-compression 378 0 0 over 2 years ago 0 0 mit
Awesome machine learning model compression research papers, tools, and learning material.
chengshengchan/model_compression 315 0 0 over 9 years ago 0 3 Python
Implementation of model compression with knowledge distilling method.
chester256/Model-Compression-Papers 306 0 0 almost 5 years ago 0 0
Papers for deep neural network compression and acceleration
liuziwei7/mobile-id 180 0 0 over 7 years ago 0 7 Matlab
Deep Face Model Compression
ChanChiChoi/awesome-model-compression 152 0 0 about 3 years ago 0 0
papers about model compression
DwangoMediaVillage/keras_compressor 152 0 0 almost 7 years ago 0 11 Python
Model Compression CLI Tool for Keras.
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