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9 search results found

Sgdlibrary ⭐ 181

MATLAB/Octave library for stochastic optimization algorithms: Version 1.0.20

Riemannian stochastic optimization algorithms: Version 1.0.3

Deep Learning Optimization Algorithms ⭐ 37

Visualization of various deep learning optimization algorithms using PyTorch automatic differentiation and optimizers.

Fmin_adam ⭐ 21

Matlab implementation of the Adam stochastic gradient descent optimisation algorithm

Pydata London 2018 ⭐ 20

Slides and notebooks for my tutorial at PyData London 2018

Variants Of Rmsprop And Adagrad ⭐ 13

SC-Adagrad, SC-RMSProp and RMSProp algorithms for training deep networks proposed in

Paper Implementation Overview Gradient Descent Optimization Sebastian Ruder ⭐ 7

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

Simpledeepnettoolbox ⭐ 7

Simple MATLAB toolbox for deep learning network: Version 1.0.3

Subsampled Rtr ⭐ 5

Subsampled Riemannian trust-region (RTR) algorithms

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