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The Top 23 Pruning Open Source Projects

Open source projects categorized as Pruning
Channel_prune ⭐ 129
Base to channel pruned to ResNet18 model
most recent commit 2 years ago
Pytorch Prunes ⭐ 126
Code for https://arxiv.org/abs/1810.04622
most recent commit 5 years ago
Nn Compression ⭐ 122
A Pytorch implementation of Neural Network Compression (pruning, deep compression, channel pruning)
most recent commit 3 years ago
Pruning_filters_for_efficient_convnets ⭐ 121
PyTorch implementation of "Pruning Filters For Efficient ConvNets"
most recent commit 9 months ago
Constraintsolver.jl ⭐ 117
ConstraintSolver in Julia: Blog posts ->
most recent commit 2 years ago
Filter Grafting ⭐ 110
Filter Grafting for Deep Neural Networks(CVPR 2020)
most recent commit 3 years ago
Eigendamage Pytorch ⭐ 105
Code for "EigenDamage: Structured Pruning in the Kronecker-Factored Eigenbasis" https://arxiv.org/abs/1905.05934
most recent commit 4 years ago
Wavernn Pytorch ⭐ 104
Fatcord's Alternative WaveRNN (Faster training)
most recent commit 5 years ago
Anchor Diff Vos ⭐ 97
Anchor Diffusion for Unsupervised Video Object Segmentation
most recent commit 3 years ago
Seer Nnue ⭐ 94
UCI chess engine using neural networks for position evaluation
most recent commit 3 months ago
Inmemantlr ⭐ 92
ANTLR as a libray for JVM based languages
dependent packages 1total releases 13most recent commit 2 years ago
Dgc ⭐ 91
Dynamic Group Convolution for Accelerating Convolutional Neural Networks (ECCV 2020)
most recent commit 3 years ago
Abcpruner ⭐ 90
Pytorch implementation of our IJCAI 2020 -- Channel Pruning via Automatic Structure Search
most recent commit 3 years ago
Hrankplus ⭐ 85
An extension version of our paper accepted by CVPR 2020, Oral -- HRank: Filter Pruning using High-Rank Feature Map
most recent commit 3 years ago
Mayo ⭐ 82
Mayo: Auto-generation of hardware-friendly deep neural networks. Dynamic Channel Pruning: Feature Boosting and Suppression.
most recent commit 4 years ago
Svite ⭐ 82
[NeurIPS'21] "Chasing Sparsity in Vision Transformers: An End-to-End Exploration" by Tianlong Chen, Yu Cheng, Zhe Gan, Lu Yuan, Lei Zhang, Zhangyang Wang
most recent commit 5 months ago
Hydra ⭐ 81
Code and checkpoints of compressed networks for the paper titled "HYDRA: Pruning Adversarially Robust Neural Networks" (NeurIPS 2020) (https://arxiv.org/abs/2002.10509).
most recent commit a year ago
Bunch ⭐ 81
npm-like tool for managing Go dependencies
total releases 1most recent commit 8 years ago
Ssl ⭐ 80
This project is the official implementation of 'Structured Sparsity Learning for Efficient Video Super-Resolution', CVPR2023
most recent commit 4 months ago
Simplepruning ⭐ 80
cnn pruning with tensorflow.
most recent commit 5 years ago
Ntagger ⭐ 80
reference pytorch code for named entity tagging
most recent commit 2 years ago
Tallow ⭐ 79
Block hosts that attempt to bruteforce SSH using the journald API.
most recent commit a year ago
Rankpruning ⭐ 79
🧹 Formerly for binary classification with noisy labels. Replaced by cleanlab.
most recent commit 2 years ago
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