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The Top 23 Pytorch Optimizer Open Source Projects

Open source projects categorized as Pytorch Optimizer
Categories > Media > Optimizer
Annotated_deep_learning_paper_implementations ⭐ 41,877
🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
dependent packages 2total releases 79most recent commit 3 months agopypi labml-nn} Downloads
Pytorch Optimizer ⭐ 2,882
torch-optimizer -- collection of optimizers for Pytorch
dependent packages 44total releases 21most recent commit 5 months agopypi torch-optimizer} Downloads
Fairscale ⭐ 2,734
PyTorch extensions for high performance and large scale training.
dependent packages 2total releases 6most recent commit 3 months ago
Tabnet ⭐ 2,386
PyTorch implementation of TabNet paper : https://arxiv.org/pdf/1908.07442.pdf
dependent packages 11total releases 19most recent commit 4 months agopypi pytorch-tabnet} Downloads
Sam ⭐ 1,261
SAM: Sharpness-Aware Minimization (PyTorch)
most recent commit a year ago
Adabelief Optimizer ⭐ 984
Repository for NeurIPS 2020 Spotlight "AdaBelief Optimizer: Adapting stepsizes by the belief in observed gradients"
most recent commit 2 years ago
Pytorch Center Loss ⭐ 842
Pytorch implementation of Center Loss
most recent commit a year ago
Simclr ⭐ 675
PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.
total releases 3most recent commit 5 months ago
Adan ⭐ 672
Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models
most recent commit 5 months ago
Torchopt ⭐ 460
TorchOpt is an efficient library for differentiable optimization built upon PyTorch.
dependent packages 2total releases 14most recent commit 4 months agopypi torchopt} Downloads
Adamp ⭐ 399
AdamP: Slowing Down the Slowdown for Momentum Optimizers on Scale-invariant Weights (ICLR 2021)
dependent packages 1total releases 4most recent commit 3 years agopypi adamp} Downloads
Yellowfin_pytorch ⭐ 293
auto-tuning momentum SGD optimizer
most recent commit 5 years ago
Bluefog ⭐ 282
Distributed and decentralized training framework for PyTorch over graph
total releases 10most recent commit a year ago
Lookahead.pytorch ⭐ 257
lookahead optimizer (Lookahead Optimizer: k steps forward, 1 step back) for pytorch
most recent commit 5 years ago
Model_optimization ⭐ 245
Model Compression Toolkit (MCT) is an open source project for neural network model optimization under efficient, constrained hardware. This project provides researchers, developers, and engineers advanced quantization and compression tools for deploying state-of-the-art neural networks.
most recent commit 3 months ago
Pipedream ⭐ 239
most recent commit 2 years ago
Accsgd ⭐ 197
Implements pytorch code for the Accelerated SGD algorithm.
most recent commit 6 years ago
Lookahead ⭐ 169
Implementation for the Lookahead Optimizer.
most recent commit 3 years ago
Pytorch_workplace ⭐ 153
Random miniprojects with pytorch.
most recent commit 5 years ago
Pytorch_optimizer ⭐ 149
optimizer & lr scheduler & loss function collections in PyTorch
dependent packages 1total releases 63most recent commit 5 months agopypi pytorch-optimizer} Downloads
Lookahead_pytorch ⭐ 122
pytorch implement of Lookahead Optimizer
most recent commit 4 years ago
Noisynaturalgradient ⭐ 115
Pytorch Implementation of paper "Noisy Natural Gradient as Variational Inference"
most recent commit 6 years ago
Yet Another Yolov4 Pytorch ⭐ 112
YOLOv4 Pytorch implementation with all freebies and specials and 15+ more exclusive improvements. Easy to use!
most recent commit 3 years ago
The 7 Most Depended On Pytorch Optimizer Open Source Projects
Pytorch Optimizer ⭐ 2,882
torch-optimizer -- collection of optimizers for Pytorch
dependent packages 44total releases 21latest release October 31, 2021most recent commit 5 months agopypi torch-optimizer} Downloads
Tabnet ⭐ 2,386
PyTorch implementation of TabNet paper : https://arxiv.org/pdf/1908.07442.pdf
dependent packages 11total releases 19latest release July 23, 2023most recent commit 4 months agopypi pytorch-tabnet} Downloads
Fairscale ⭐ 2,734
PyTorch extensions for high performance and large scale training.
dependent packages 2total releases 6latest release March 22, 2022most recent commit 3 months ago
Torchopt ⭐ 460
TorchOpt is an efficient library for differentiable optimization built upon PyTorch.
dependent packages 2total releases 14latest release November 10, 2023most recent commit 4 months agopypi torchopt} Downloads
Pytorch_optimizer ⭐ 149
optimizer & lr scheduler & loss function collections in PyTorch
dependent packages 1total releases 63latest release July 19, 2023most recent commit 5 months agopypi pytorch-optimizer} Downloads
Adamp ⭐ 399
AdamP: Slowing Down the Slowdown for Momentum Optimizers on Scale-invariant Weights (ICLR 2021)
dependent packages 1total releases 4latest release August 27, 2020most recent commit 3 years agopypi adamp} Downloads
The 10 Latest Releases In Pytorch Optimizer Open Source Projects
Torchopt ⭐ 460
TorchOpt is an efficient library for differentiable optimization built upon PyTorch.
dependent packages 2total releases 14latest release November 10, 2023most recent commit 4 months agopypi torchopt} Downloads
Tabnet ⭐ 2,386
PyTorch implementation of TabNet paper : https://arxiv.org/pdf/1908.07442.pdf
dependent packages 11total releases 19latest release July 23, 2023most recent commit 4 months agopypi pytorch-tabnet} Downloads
Pytorch_optimizer ⭐ 149
optimizer & lr scheduler & loss function collections in PyTorch
dependent packages 1total releases 63latest release July 19, 2023most recent commit 5 months agopypi pytorch-optimizer} Downloads
Cgds Package ⭐ 12
Package for CGD and ACGD optimizers
total releases 13latest release June 07, 2022most recent commit 2 years ago
Fairscale ⭐ 2,734
PyTorch extensions for high performance and large scale training.
dependent packages 2total releases 6latest release March 22, 2022most recent commit 3 months ago
Pytorch Optimizer ⭐ 2,882
torch-optimizer -- collection of optimizers for Pytorch
dependent packages 44total releases 21latest release October 31, 2021most recent commit 5 months agopypi torch-optimizer} Downloads
Keras4torch ⭐ 15
A compatible-with-keras wrapper for training PyTorch models✨
total releases 110latest release June 19, 2021most recent commit 3 years ago
Bluefog ⭐ 282
Distributed and decentralized training framework for PyTorch over graph
total releases 10latest release May 15, 2021most recent commit a year ago
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