MATLAB Program for Calculating Lyapunov Exponents
A MATLAB program for computing Lyapunov exponents with built-in usage instructions. Helpful for dynamical systems analysis, available for free download without any requirements.
Compressive Sensing Theory and Sparse Decomposition Toolbox
Compressive Sensing Theory and Sparse Decomposition Toolbox with detailed user manuals and extensive practical routines for implementation
Time Series Dynamic Time Warping Algorithm Implementation
MATLAB implementation of dynamic time warping algorithm for time series analysis, complete with comprehensive usage documentation and code examples
Least Squares Support Vector Machines Toolbox
A comprehensive toolbox for Least Squares Support Vector Machines, including executable SVM regression examples and detailed usage documentation with code implementation insights.
MATLAB Simulink Electrical Module Design (SimPowerSystems) - Complete Implementation Guide
Comprehensive English guide for MATLAB Simulink Electrical Module Design using SimPowerSystems, featuring step-by-step tutorials with code implementation examples and algorithm explanations
AdaBoost: The Classic Classification Algorithm with Code Implementation
AdaBoost: A fundamental classification algorithm accompanied by research papers and detailed program documentation, including code implementation guidelines
Dual-Tree Complex Wavelet Transform Implementation
Dual-tree complex wavelet transform program package with detailed usage instructions and multiple selectable wavelet transform functions supporting signal processing applications
Image Registration using Fourier-Mellin Transform with Implementation Guidelines
A comprehensive guide to image registration using Fourier-Mellin transform, including implementation code descriptions, preprocessing techniques, and post-processing optimization methods
University-Developed SVM Toolkit with Comprehensive Documentation
An SVM toolkit developed by an international university, featuring English documentation and support for classification/regression tasks.
MATLAB Toolkit for Least Squares Support Vector Machines
A comprehensive MATLAB toolkit for Least Squares Support Vector Machines (LS-SVM), featuring complete source code implementations and detailed usage documentation with algorithm explanations and parameter optimization guidelines.