Project Name	Stars	Repos Using This	Packages Using This	Most Recent Commit	Total Releases	Latest Release	Open Issues	License	Language
Model Optimization	1,445	3	27	6 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.
Compression	796	1	1	5 months ago	21	October 12, 2023	9	apache-2.0	Python
Data compression in TensorFlow
Nncf	725		6	5 months ago	16	November 16, 2023	46	apache-2.0	Python
Neural Network Compression Framework for enhanced OpenVINO™ inference
Generative Compression	397			4 years ago			15	mit	Python
TensorFlow Implementation of Generative Adversarial Networks for Extreme Learned Image Compression
Fast Semantic Segmentation	184			5 years ago			1		Python
ICNet and PSPNet-50 in Tensorflow for real-time semantic segmentation
Deep K Means Pytorch	148			2 years ago			n,ull		Python
[ICML 2018] "Deep k-Means: Re-Training and Parameter Sharing with Harder Cluster Assignments for Compressing Deep Convolutions"
Model Compression	74			7 years ago			2		Python
This is my final year project of Bachelor of Engineering. Its still incomplete though. I am trying to replicate the research paper "Deep Compression" by Song Han et. al. This paper received best paper award in ICLR 2016
Tensorflow Compress	73			a year ago				unlicense	Jupyter Notebook
Data compression using LSTM in TensorFlow
Jpeg Defense	65			6 years ago				mit	Python
SHIELD: Fast, Practical Defense and Vaccination for Deep Learning using JPEG Compression
Rlvc	49			10 months ago				bsd-3-clause	Python

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Model Optimization ⭐ 1,445

A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.

dependent packages 27total releases 30most recent commit 6 months ago

pypi tensorflow-model-optimization} Downloads

Compression ⭐ 796

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Deep K Means Pytorch ⭐ 148

[ICML 2018] "Deep k-Means: Re-Training and Parameter Sharing with Harder Cluster Assignments for Compressing Deep Convolutions"

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Model Compression ⭐ 74

This is my final year project of Bachelor of Engineering. Its still incomplete though. I am trying to replicate the research paper "Deep Compression" by Song Han et. al. This paper received best paper award in ICLR 2016

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Tensorflow Compress ⭐ 73

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Rlvc ⭐ 49

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