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Gradient Centralization ⭐ 497

A New Optimization Technique for Deep Neural Networks

Awesome Distributed Deep Learning ⭐ 309

A curated list of awesome Distributed Deep Learning resources.

Terngrad ⭐ 152

Ternary Gradients to Reduce Communication in Distributed Deep Learning (TensorFlow)

Crowded Valley Results ⭐ 129

This repository contains the results for the paper: "Descending through a Crowded Valley - Benchmarking Deep Learning Optimizers"

Sgd Uap Torch ⭐ 9

Universal Adversarial Perturbations (UAPs) for PyTorch

Simpledeepnettoolbox ⭐ 7

Simple MATLAB toolbox for deep learning network: Version 1.0.3

Dnn_sharpest_directions ⭐ 6

Code for "On the Relation Between the Sharpest Directions of DNN Loss and the SGD Step Length", ICLR 2019

Path-SGD: Path-Normalized Optimization in Deep Neural Networks

Articlelist ⭐ 5

article collections for some topics about machine learning/deep learning

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