facebookresearch / open_lth

Related projects ⓘ

Alternatives and complementary repositories for open_lth

• rahulvigneswaran / Lottery-Ticket-Hypothesis-in-Pytorch
  This repository contains a Pytorch implementation of the paper "The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks"…
  ☆325Updated last year
• google-research / rigl
  End-to-end training of sparse deep neural networks with little-to-no performance loss.
  ☆317Updated last year
• amirgholami / PyHessian
  PyHessian is a Pytorch library for second-order based analysis and training of Neural Networks
  ☆685Updated 6 months ago
• JJGO / shrinkbench
  PyTorch library to facilitate development and standardized evaluation of neural network pruning methods.
  ☆423Updated last year
• ganguli-lab / Synaptic-Flow
  ☆218Updated 3 months ago
• google-research / lottery-ticket-hypothesis
  A reimplementation of "The Lottery Ticket Hypothesis" (Frankle and Carbin) on MNIST.
  ☆709Updated 4 years ago
• uber-research / deconstructing-lottery-tickets
  ☆143Updated last year
• noahgolmant / pytorch-hessian-eigenthings
  Efficient PyTorch Hessian eigendecomposition tools!
  ☆363Updated 8 months ago
• TimDettmers / sparse_learning
  Sparse learning library and sparse momentum resources.
  ☆378Updated 2 years ago
• f-dangel / backpack
  BackPACK - a backpropagation package built on top of PyTorch which efficiently computes quantities other than the gradient.
  ☆561Updated 6 months ago
• huggingface / pytorch_block_sparse
  Fast Block Sparse Matrices for Pytorch
  ☆545Updated 3 years ago
• google-research / robustness_metrics
  ☆466Updated 3 months ago
• allenai / hidden-networks
  ☆184Updated 3 years ago
• cybertronai / autograd-hacks
  ☆153Updated 2 years ago
• f-dangel / cockpit
  Cockpit: A Practical Debugging Tool for Training Deep Neural Networks
  ☆474Updated 2 years ago
• BayesWatch / nas-without-training
  Code for Neural Architecture Search without Training (ICML 2021)
  ☆460Updated 3 years ago
• awwong1 / torchprof
  PyTorch layer-by-layer model profiler
  ☆608Updated 3 years ago
• timgaripov / dnn-mode-connectivity
  Mode Connectivity and Fast Geometric Ensembles in PyTorch
  ☆265Updated 2 years ago
• jonasrauber / eagerpy
  PyTorch, TensorFlow, JAX and NumPy — all of them natively using the same code
  ☆696Updated last year
• pytorch / functorch
  functorch is JAX-like composable function transforms for PyTorch.
  ☆1,394Updated this week
• SirRob1997 / Crowded-Valley---Results
  This repository contains the results for the paper: "Descending through a Crowded Valley - Benchmarking Deep Learning Optimizers"
  ☆180Updated 3 years ago
• facebookresearch / higher
  higher is a pytorch library allowing users to obtain higher order gradients over losses spanning training loops rather than individual tr…
  ☆1,589Updated 2 years ago
• google-research / augmix
  AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty
  ☆980Updated 3 months ago
• pytorch / contrib
  Implementations of ideas from recent papers
  ☆391Updated 3 years ago
• suriyadeepan / torchtest
  Unit Testing for pytorch, based on mltest
  ☆311Updated 4 years ago
• davidbau / dissect
  Code for the Proceedings of the National Academy of Sciences 2020 article, "Understanding the Role of Individual Units in a Deep Neural N…
  ☆301Updated 3 years ago
• GATECH-EIC / Early-Bird-Tickets
  [ICLR 2020] Drawing Early-Bird Tickets: Toward More Efficient Training of Deep Networks
  ☆137Updated 4 years ago
• facebookresearch / Adversarial-Continual-Learning
  Implementation for the paper "Adversarial Continual Learning" in PyTorch.
  ☆255Updated last year
• t-vi / pytorch-tvmisc
  Totally Versatile Miscellanea for Pytorch
  ☆468Updated 2 years ago
• lucaslie / torchprune
  A research library for pytorch-based neural network pruning, compression, and more.
  ☆160Updated last year