🤖 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

MATLAB code for Relevance Vector Machine using SB2_Release_200.

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

Epilepsy Prediction with CNN-BiLSTM | BSc dissertation project

Predictive principal component analysis (PredPCA)

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

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

Forecasting the spread of COVID-19 epedemic over India Region using ARIMA (p,d,q) model

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

Generalized Implementation of RNNs for Chaotic Time Series Prediction

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

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

A MATLAB project focusing on 注意事项, 项目结构, 锂离子电池寿命预测及影响分析, 使用方法.

An Expert system is a software capable of making complex decisions which only an expert it a particular field can make. Those decisions are accurate and prefect by considering specific set of rules. This project also aims to do the same thing. This is an Expert system capable of assisting user in order to invest or buy from the stock market of a…

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

Connectivity-based Psychometric Prediction (CBPP)

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

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