Alternatives and similar repositories for SNIP-it

Users that are interested in SNIP-it are comparing it to the libraries listed below

• alinlab / lookahead_pruning
  Lookahead: A Far-sighted Alternative of Magnitude-based Pruning (ICLR 2020)
  ☆32Updated 5 years ago
• alecwangcq / GraSP
  Code for "Picking Winning Tickets Before Training by Preserving Gradient Flow" https://openreview.net/pdf?id=SkgsACVKPH
  ☆105Updated 5 years ago
• allenai / hidden-networks
  ☆193Updated last week
• namhoonlee / snip-public
  SNIP: SINGLE-SHOT NETWORK PRUNING BASED ON CONNECTION SENSITIVITY
  ☆116Updated 6 years ago
• naver / force
  ☆14Updated 4 years ago
• RAIVNLab / STR
  Soft Threshold Weight Reparameterization for Learnable Sparsity
  ☆90Updated 2 years ago
• ganguli-lab / Synaptic-Flow
  ☆227Updated last year
• samaonline / Orthogonal-Convolutional-Neural-Networks
  Code for paper "Orthogonal Convolutional Neural Networks".
  ☆119Updated 4 years ago
• mil-ad / snip
  Pytorch implementation of the paper "SNIP: Single-shot Network Pruning based on Connection Sensitivity" by Lee et al.
  ☆110Updated 6 years ago
• 1adrianb / pytorch-estimate-flops
  Estimate/count FLOPS for a given neural network using pytorch
  ☆305Updated 3 years ago
• taoyang1122 / GradAug
  [NeurIPS'20] GradAug: A New Regularization Method for Deep Neural Networks
  ☆94Updated 5 years ago
• owruby / shake-drop_pytorch
  PyTorch implementation of shake-drop regularization
  ☆55Updated 5 years ago
• lucaslie / torchprune
  A research library for pytorch-based neural network pruning, compression, and more.
  ☆163Updated 3 years ago
• EkdeepSLubana / flowandprune
  Codebase for the paper "A Gradient Flow Framework for Analyzing Network Pruning"
  ☆20Updated 4 years ago
• tonylins / simclr-converter
  A PyTorch converter for SimCLR checkpoints
  ☆108Updated 4 years ago
• human-analysis / neural-architecture-transfer
  Neural Architecture Transfer (Arxiv'20), PyTorch Implementation
  ☆155Updated 5 years ago
• moskomule / dda
  Differentiable Data Augmentation Library
  ☆125Updated 3 years ago
• namhoonlee / spp-public
  A Signal Propagation Perspective for Pruning Neural Networks at Initialization
  ☆14Updated 5 years ago
• friendshipkim / neuron-merging
  Neuron Merging: Compensating for Pruned Neurons (NeurIPS 2020)
  ☆43Updated 4 years ago
• yanghr / DeepHoyer
  DeepHoyer: Learning Sparser Neural Network with Differentiable Scale-Invariant Sparsity Measures
  ☆32Updated 5 years ago
• GATECH-EIC / Early-Bird-Tickets
  [ICLR 2020] Drawing Early-Bird Tickets: Toward More Efficient Training of Deep Networks
  ☆140Updated 5 years ago
• JingtongSu / sanity-checking-pruning
  Code for Sanity-Checking Pruning Methods: Random Tickets can Win the Jackpot
  ☆42Updated 5 years ago
• tjmoon0104 / pytorch-tiny-imagenet
  pytorch-tiny-imagenet
  ☆188Updated 2 weeks ago
• VITA-Group / Orthogonality-in-CNNs
  [NeurIPS '18] "Can We Gain More from Orthogonality Regularizations in Training Deep CNNs?" Official Implementation.
  ☆130Updated 3 years ago
• negargoli / ReSprop
  ☆13Updated 4 years ago
• tanchongmin / DropNet
  DropNet: Reducing Neural Network Complexity via Iterative Pruning (ICML 2020)
  ☆16Updated 5 years ago
• drimpossible / GDumb
  Simplified code for our paper "GDumb: A Simple Approach that Questions Our Progress in Continual Learning". Easily extensible to various …
  ☆93Updated 2 years ago
• rahulvigneswaran / Lottery-Ticket-Hypothesis-in-Pytorch
  This repository contains a Pytorch implementation of the paper "The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks"…
  ☆336Updated 2 years ago
• snu-mllab / PuzzleMix
  Official PyTorch implementation of "Puzzle Mix: Exploiting Saliency and Local Statistics for Optimal Mixup" (ICML'20)
  ☆156Updated 4 years ago
• libffcv / ffcv-imagenet
  Train ImageNet *fast* in 500 lines of code with FFCV
  ☆149Updated last year