Matlab code of machine learning algorithms in book PRML
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Updated
Mar 4, 2020 - MATLAB
Machine learning is the practice of teaching a computer to learn. The concept uses pattern recognition, as well as other forms of predictive algorithms, to make judgments on incoming data. This field is closely related to artificial intelligence and computational statistics.
Matlab code of machine learning algorithms in book PRML
A tutorial for Speech Enhancement researchers and practitioners. The purpose of this repo is to organize the world’s resources for speech enhancement and make them universally accessible and useful.
This repository contains algorithms written in MATLAB/Octave. Developing algorithms in the MATLAB environment empowers you to explore and refine ideas, and enables you test and verify your algorithm.
Decision Trees, Random Forest, Dynamic Time Warping, Naive Bayes, KNN, Linear Regression, Logistic Regression, Mixture Of Gaussian, Neural Network, PCA, SVD, Gaussian Naive Bayes, Fitting Data to Gaussian, K-Means
MATLAB/Octave library for stochastic optimization algorithms: Version 1.0.20
The Wearables Development Toolkit - a development environment for activity recognition applications with sensor signals
Riemannian stochastic optimization algorithms: Version 1.0.3
Matlab library for gradient descent algorithms: Version 1.0.1
My Solution to Assignments of Machine-Learning on Coursera
Code for paper "A Distributed ADMM Approach for Collaborative Regression Learning in Edge Computing"
MATLAB library of gradient descent algorithms for sparse modeling: Version 1.0.3
Control of a nonlinear liquid level system using a new artificial neural network based reinforcement learning approach
OnLine Low-rank Subspace tracking by TEnsor CP Decomposition in Matlab: Version 1.0.1
This is the source code repository for the ICCV 2017 paper "Consensus Convolutional Sparse Coding".
This toolbox offers 8 machine learning methods including KNN, SVM, DA, DT, and etc., which are simpler and easy to implement.
Motor Imagery EEG signal Classification on DWT
Simple MATLAB toolbox for deep learning network: Version 1.0.3
An intuitive implementation of spectral clustering on matlab
A system to recommend movies according to ratings provided by users using Collaborative Filtering Learning Algorithm.