Alternatives and similar repositories for KD_Lib

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

• yoshitomo-matsubara / torchdistill
  A coding-free framework built on PyTorch for reproducible deep learning studies. PyTorch Ecosystem. 🏆26 knowledge distillation methods p…
  ☆1,573Updated 3 weeks ago
• yuanli2333 / Teacher-free-Knowledge-Distillation
  Knowledge Distillation: CVPR2020 Oral, Revisiting Knowledge Distillation via Label Smoothing Regularization
  ☆584Updated 2 years ago
• JJGO / shrinkbench
  PyTorch library to facilitate development and standardized evaluation of neural network pruning methods.
  ☆432Updated 2 years ago
• AberHu / Knowledge-Distillation-Zoo
  Pytorch implementation of various Knowledge Distillation (KD) methods.
  ☆1,731Updated 4 years ago
• google-research / noisystudent
  Code for Noisy Student Training. https://arxiv.org/abs/1911.04252
  ☆765Updated 4 years ago
• SHI-Labs / Compact-Transformers
  Escaping the Big Data Paradigm with Compact Transformers, 2021 (Train your Vision Transformers in 30 mins on CIFAR-10 with a single GPU!)
  ☆539Updated last year
• vballoli / nfnets-pytorch
  NFNets and Adaptive Gradient Clipping for SGD implemented in PyTorch. Find explanation at tourdeml.github.io/blog/
  ☆349Updated last year
• karanchahal / distiller
  A large scale study of Knowledge Distillation.
  ☆219Updated 5 years ago
• google-research / augmix
  AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty
  ☆986Updated 6 months ago
• PistonY / torch-toolbox
  🛠 Toolbox to extend PyTorch functionalities
  ☆419Updated last year
• haitongli / knowledge-distillation-pytorch
  A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility
  ☆1,973Updated 2 years ago
• google-research / sam
  ☆614Updated last week
• 1adrianb / pytorch-estimate-flops
  Estimate/count FLOPS for a given neural network using pytorch
  ☆306Updated 3 years ago
• mit-han-lab / once-for-all
  [ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment
  ☆1,940Updated last year
• Alibaba-MIIL / ImageNet21K
  Official Pytorch Implementation of: "ImageNet-21K Pretraining for the Masses"(NeurIPS, 2021) paper
  ☆776Updated 2 years ago
• szq0214 / MEAL-V2
  MEAL V2: Boosting Vanilla ResNet-50 to 80%+ Top-1 Accuracy on ImageNet without Tricks. In NeurIPS 2020 workshop.
  ☆699Updated 3 years ago
• lhyfst / knowledge-distillation-papers
  knowledge distillation papers
  ☆765Updated 2 years ago
• ildoonet / pytorch-randaugment
  Unofficial PyTorch Reimplementation of RandAugment.
  ☆638Updated 2 years ago
• locuslab / convmixer
  Implementation of ConvMixer for "Patches Are All You Need? 🤷"
  ☆1,079Updated 3 years ago
• imbue-ai / self_supervised
  A Pytorch-Lightning implementation of self-supervised algorithms
  ☆545Updated 3 years ago
• kekmodel / MPL-pytorch
  Unofficial PyTorch implementation of "Meta Pseudo Labels"
  ☆390Updated last year
• marcoancona / TorchPruner
  On-the-fly Structured Pruning for PyTorch models. This library implements several attributions metrics and structured pruning utils for n…
  ☆167Updated 5 years ago
• lukemelas / do-you-even-need-attention
  Is the attention layer even necessary? (https://arxiv.org/abs/2105.02723)
  ☆483Updated 4 years ago
• cedrickchee / awesome-ml-model-compression
  Awesome machine learning model compression research papers, quantization, tools, and learning material.
  ☆540Updated last year
• ssnl / dataset-distillation
  Open-source code for paper "Dataset Distillation"
  ☆817Updated 5 months ago
• facebookresearch / mixup-cifar10
  mixup: Beyond Empirical Risk Minimization
  ☆1,197Updated 4 years ago
• vandit15 / Class-balanced-loss-pytorch
  Pytorch implementation of the paper "Class-Balanced Loss Based on Effective Number of Samples"
  ☆805Updated last year
• clovaai / overhaul-distillation
  Official PyTorch implementation of "A Comprehensive Overhaul of Feature Distillation" (ICCV 2019)
  ☆420Updated 5 years ago
• zhijian-liu / torchprofile
  A general and accurate MACs / FLOPs profiler for PyTorch models
  ☆630Updated 4 months ago
• ildoonet / pytorch-gradual-warmup-lr
  Gradually-Warmup Learning Rate Scheduler for PyTorch
  ☆992Updated last year