🤖 MatLab/Octave examples of popular machine learning algorithms with code examples and mathematics being explained

基于遗传算法的BP网络设计，应用背景为交通流量的预测

multivariate Gaussian process regression and multivariate Student-t process regression

1st place algorithm from Melbourne-University AES-MathWorks-NIH Seizure Prediction Challenge

MATLAB code for Relevance Vector Machine using SB2_Release_200.

A data prediction neural network model optimized with genetic algorithm//遗传算法优化的预测模型

Graphical user interface for designing and simulating model predictive control using MATLAB and the Multi-Parametric Toolbox 3

Deep Learning in Quantitative Finance: Transformer Networks for Time Series Prediction

Connectivity-based Psychometric Prediction (CBPP)

Predictive principal component analysis (PredPCA)

3rd place algorithm of the Melbourne-University AES-MathWorks-NIH Seizure Prediction Challenge

Predicting solar generation based on weather forecast - a project which was part of Machine Learning course at BITS Pilani

particle filter experiments

Face Recognition with HOG (Histogram of Gradients) and LDB (Local Difference Binary) features using SVM Classifier

Epilepsy Prediction with CNN-BiLSTM | BSc dissertation project

A prediction-based data reduction method that exploits LMS adaptive filters in the Internet of Things

Rainfall prediction based on previous data

An example of Bayesian classification to determining the optimal decision boundary to do predictions.

Generalized Implementation of RNNs for Chaotic Time Series Prediction

code of the paper "Reliability modeling and statistical analysis of accelerated degradation process with memory effects and unit-to-unit variability" fractional Brownian motion, random effects, wiener process, stochastic, expectation maximization, EM algorithm, parameter estimation, FBM, uncertainty quantification, assessment, non-Markovian