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Padam Tensorflow ⭐ 51

Reproducing the paper "PADAM: Closing The Generalization Gap of Adaptive Gradient Methods In Training Deep Neural Networks" for the ICLR 2019 Reproducibility Challenge

Custom Optimizer In Tensorflow ⭐ 47

Custom Optimizer in TensorFlow(定义你自己的Tensorflow Optimizer)

Nadir is a library of bleeding-edge optimisers built for speed and functionality in PyTorch for researchers 💙

Paper Implementation Overview Gradient Descent Optimization Sebastian Ruder ⭐ 7

[Python] [arXiv/cs] Paper "An Overview of Gradient Descent Optimization Algorithms" by Sebastian Ruder

Demonrangeroptimizer ⭐ 5

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

Optimizers Visualizations ⭐ 5

A Repository to Visualize the training of Linear Model by optimizers such as SGD, Adam, RMSProp, AdamW, ASMGrad etc

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