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17 search results found

Cppnumericalsolvers ⭐ 766

a lightweight C++17 library of numerical optimization methods for nonlinear functions (Including L-BFGS-B for TensorFlow)

Nmflibrary ⭐ 201

MATLAB library for non-negative matrix factorization (NMF): Version 2.1

Ml Course ⭐ 168

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

Machine Learning Matlab ⭐ 46

Matlab implementation of Machine Learning algorithms

Gdlibrary ⭐ 27

Matlab library for gradient descent algorithms: Version 1.0.1

Sparsegdlibrary ⭐ 21

MATLAB library of gradient descent algorithms for sparse modeling: Version 1.0.3

Fmin_adam ⭐ 21

Matlab implementation of the Adam stochastic gradient descent optimisation algorithm

Stochastic Gradient Descent

Learning Music Features ⭐ 15

Dartmouth CS74 (Machine Learning) final project: implemented algorithm by Olshausen and Field (1996), ran on piano midi data.

Scaled Gradient Descent for Low-rank Matrix and Tensor Estimation

Graddescent ⭐ 8

MATLAB implementation of Gradient Descent algorithm for Multivariate Linear Regression

Linear_regression ⭐ 8

linear regression algorithm developed in MATLAB

Machine_learning ⭐ 7

Machine Learning - Coursera.org

Adaptivegp ⭐ 7

Fully nonstationary, heteroscedastic GP for Matlab

Traffic Light Detection ⭐ 6

Real time traffic light detection using Machine Learning

Animated Gradient Descent ⭐ 6

Animation of how Gradient Descent finds the local minimum. Demonstrate how learning rate and starting points affect Gradient Descent.

Coursera Machine Learning And Practice ⭐ 5

A study recording of Coursera's Machine Learning by Andrew Ng, but added some practices for reinforceing learning.

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