🤖 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
multivariate Gaussian process regression and multivariate Student-t process regression
MATLAB code for Relevance Vector Machine using SB2_Release_200.
1st place algorithm from Melbourne-University AES-MathWorks-NIH Seizure Prediction Challenge
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
Connectivity-based Psychometric Prediction (CBPP)
Predicting solar generation based on weather forecast - a project which was part of Machine Learning course at BITS Pilani
Predictive principal component analysis (PredPCA)
3rd place algorithm of the Melbourne-University AES-MathWorks-NIH Seizure Prediction Challenge
particle filter experiments
Face Recognition with HOG (Histogram of Gradients) and LDB (Local Difference Binary) features using SVM Classifier
Deep Learning in Quantitative Finance: Transformer Networks for Time Series Prediction
Rainfall prediction based on previous data
A prediction-based data reduction method that exploits LMS adaptive filters in the Internet of Things
An example of Bayesian classification to determining the optimal decision boundary to do predictions.
My solutions to the programming assignments of the machine learning course.
Third project of Methods and Tools for Industrial Automation
Generalized Implementation of RNNs for Chaotic Time Series Prediction
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