🤖 MatLab/Octave examples of popular machine learning algorithms with code examples and mathematics being explained
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Updated
Jul 8, 2020 - MATLAB
🤖 MatLab/Octave examples of popular machine learning algorithms with code examples and mathematics being explained
Learning a Single Convolutional Super-Resolution Network for Multiple Degradations (CVPR, 2018) (Matlab)
GPstuff - Gaussian process models for Bayesian analysis
Project Page of Combining 3D Morphable Models: A Large scale Face-and-Head Model - [CVPR 2019]
A MATLAB implementation of the TensorFlow Neural Networks Playground seen on http://playground.tensorflow.org/
multivariate Gaussian process regression and multivariate Student-t process regression
MATLAB code for Relevance Vector Machine using SB2_Release_200.
Code for paper "A Distributed ADMM Approach for Collaborative Regression Learning in Edge Computing"
Code to implement efficient spatio-temporal Gaussian Process regression via iterative Kalman Filtering. KF is used to resolve the temporal part of the space-time process while, standard GP regression is used for the spatial part
An ANFIS Model for Stock Price Prediction
Gaussian Process Regression using GPML toolbox
Interactive courseware module that introduces typical workflow, setup, and considerations involved in solving regression problems with machine learning.
Machine Learning Course by Stanford on Coursera (Andrew Ng)
Implementation of Fast Orthogonal Search (FOS) Algorithm in MATLAB
Codes for Hilbert space reduced-rank GP regression
A statistics package with a variety of bootstrap and other resampling tools
Matlab source code of the paper: D. Wu*, C-T Lin and J. Huang*, "Active Learning for Regression Using Greedy Sampling," Information Sciences, vol. 474, pp. 90-105, 2019.
Matlab source code of the iRDM algorithm in the paper: Z. Liu, X. Jiang, H. Luo, W. Fang, J. Liu and D. Wu*, "Pool-Based Unsupervised Active Learning for Regression Using Iterative Representativeness-Diversity Maximization (iRDM)," Pattern Recognition Letters, 142:11-19, 2021.
Hepatitis Disease Detection Using SVM,KNN,ANN Algorithms implemented in MatLab.
source code for FCM-RDpA paper
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