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The Top 23 Python Pruning Open Source Projects

Open source projects categorized as Python Pruning
Pruning_yolov3 ⭐ 46
YOLOv3-training-prune
most recent commit 3 years ago
Group_sparsity ⭐ 45
Group Sparsity: The Hinge Between Filter Pruning and Decomposition for Network Compression. CVPR2020.
most recent commit 2 years ago
Decision_tree_prune ⭐ 44
Decision Tree with PEP,MEP,EBP,CVP,REP,CCP,ECP pruning,all are implemented with Python(sklearn-decision-tree-prune included,All finished).
most recent commit 4 years ago
Random_pruning ⭐ 44
[ICLR 2022] The Unreasonable Effectiveness of Random Pruning: Return of the Most Naive Baseline for Sparse Training by Shiwei Liu, Tianlong Chen, Xiaohan Chen, Li Shen, Decebal Constantin Mocanu, Zhangyang Wang, Mykola Pechenizkiy
most recent commit a year ago
Dhp ⭐ 44
This is the official implementation of "DHP: Differentiable Meta Pruning via HyperNetworks".
most recent commit 2 years ago
Filtersketch ⭐ 43
Pytorch implementation of our paper under review -- Filter Sketch for Network Pruning
most recent commit 3 years ago
Prunnable Layers Pytorch ⭐ 43
Prunable nn layers for pytorch.
most recent commit 6 years ago
Ddpnas ⭐ 42
Dynamic Distribution Pruning for Efficient Network Architecture Search
most recent commit 5 years ago
Dnn Pruning ⭐ 42
A pyCaffe implementaion of the 2017 ICLR's "Pruning Filters for Efficient ConvNets" publication
most recent commit 6 years ago
Sphereface Prune ⭐ 42
An implementation of Channel Pruning on face recognition algorithm Sphereface.
most recent commit 4 years ago
Grasp ⭐ 40
Code for "Picking Winning Tickets Before Training by Preserving Gradient Flow" https://openreview.net/pdf?id=SkgsACVKPH
most recent commit 4 years ago
Iclassifier ⭐ 40
reference pytorch code for intent classification
most recent commit 2 years ago
Thinet_code ⭐ 39
Caffe implementation of ICCV 2017 & TPAMI 2018 paper - ThiNet
most recent commit 6 years ago
Deepcompression ⭐ 39
implementation of Iterative Pruning for Deep neural network [Han2015].
most recent commit 6 years ago
Sigir2021_conure ⭐ 39
One Person, One Model, One World: Learning Continual User Representation without Forgetting
most recent commit 4 months ago
Gsm Sgd ⭐ 37
Global Sparse Momentum SGD for pruning very deep neural networks
most recent commit 2 years ago
Kse ⭐ 36
Exploiting Kernel Sparsity and Entropy for Interpretable CNN Compression
most recent commit 5 years ago
Assl ⭐ 36
[NeurIPS'21 Spotlight] PyTorch code for our paper "Aligned Structured Sparsity Learning for Efficient Image Super-Resolution"
most recent commit 2 years ago
Cop ⭐ 36
Code for IJCAI2019 paper
most recent commit 5 years ago
Trained Rank Pruning ⭐ 35
Pytorch implementation of TRP
most recent commit 4 years ago
Lc Model Compression ⭐ 34
Model compression by constrained optimization, using the Learning-Compression (LC) algorithm
most recent commit 2 years ago
Gal ⭐ 34
PyTorch implementation for GAL.
most recent commit 4 years ago
Pytorch Network Slimming ⭐ 33
A package to make do Network Slimming a little easier
most recent commit 2 years ago
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