gradient-centralization

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Yonghongwei /Gradient-Centralization

Star540

A New Optimization Technique for Deep Neural Networks

deep-neural-networks optimizers optimization-technique gradient-centralization

UpdatedJan 13, 2022
Python

kozistr /pytorch_optimizer

Star377

optimizer & lr scheduler & loss function collections in PyTorch

deep-learning sam optimizer pytorch ranger muon loss-functions lookahead scion learning-rate-scheduling radam diffgrad gradient-centralization adamp adabelief madgrad adan adai ademamix

UpdatedDec 6, 2025
Python

yang-ruixin /PyTorch-Image-Models-Multi-Label-Classification

Star128

Multi-label classification based on timm.

pytorch densenet resnet transfer-learning pretrained-models multi-label-classification multi-task mixnet multi-label pretrained-weights multi-task-learning imagenet-classifier mnasnet mobilenetv3 efficientnet hrnet regnet gradient-centralization vision-transformer-models timm

UpdatedSep 13, 2021
Jupyter Notebook

Rishit-dagli /Gradient-Centralization-TensorFlow

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Star105

Instantly improve your training performance of TensorFlow models with just 2 lines of code!

python machine-learning deep-neural-networks deep-learning neural-network tensorflow python3 pip python-package tensorflow2 optimizers optimization-technique gradient-centralization

UpdatedFeb 9, 2022
Python

yang-ruixin /pytorch-image-models-with-simclr

Star38

Multi-label classification based on timm, and add SimCLR to timm.

pytorch semi-supervised-learning transfer-learning pretrained-models multi-label-classification multi-task mixnet multi-label pretrained-weights multi-task-learning semi-supervised imagenet-classifier self-supervised self-supervised-learning mobilenetv3 efficientnet simclr gradient-centralization vision-transformer-models timm

UpdatedSep 13, 2021
Jupyter Notebook

JRC1995 /DemonRangerOptimizer

Star25

Quasi Hyperbolic Rectified DEMON Adam/Amsgrad with AdaMod, Gradient Centralization, Lookahead, iterative averaging and decorrelated Weight Decay

optimizer ranger adam demon lookahead amsgrad adamw radam adamod gradient-centralization qhadam decay-momentum iterate-averaging qhranger adaptive-optimizer hypergradient-descent hd-adam hd-sgd nosadam nostalgic-adam

UpdatedSep 23, 2020
Python

thejungwon /GC-Fed

Star4

Gradient Centralized Federated Learning (GC-Fed)

pytorch federated-learning gradient-centralization fedavg

UpdatedAug 6, 2025
Python

mnikitin /Gradient-Centralization

Star1

Gradient Centralization for MXNet optimizers

deep-learning mxnet optimizer gluon gradient-centralization

UpdatedNov 23, 2020
Python

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