gradient-descent topic

List gradient-descent repositories

gradient-descent

5
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A research project on enhancing gradient optimization methods

linear-regression

52
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7
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Linear regression implemented in Ruby.

CppNumericalSolvers

850
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198
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a lightweight header-only C++17 library of numerical optimization methods for nonlinear functions based on Eigen

backprop

177
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22
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Heterogeneous automatic differentiation ("backpropagation") in Haskell

Regression

87
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17
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Multiple Regression Package for PHP

ml-course

167
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150
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Starter code of Prof. Andrew Ng's machine learning MOOC in R statistical language

awesome-optimizers

45
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11
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Neural Network optimizers implemented from scratch in numpy (Adam, Adadelta, RMSProp, SGD, etc.)

mlat

34
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15
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2D or 3D multilateration in C++/C#/JS/Matlab/Python

NeuralNetwork.NET

539
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84
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A TensorFlow-inspired neural network library built from scratch in C# 7.3 for .NET Standard 2.0, with GPU support through cuDNN

mlbasic

269
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102
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深度学习常用优化方法详解