Explore MATLAB source code curated for "工具包" with clean implementations, documentation, and examples.
This source code implements a Bayesian inference toolkit utilizing Markov Chain Monte Carlo (MCMC) methods, featuring MCMC sampling algorithms, Gaussian classification models based on MCMC, and detailed explanations of various sampling techniques. The package includes comprehensive documentation for easy implementation.
EmFDTD is a foundational two-dimensional FDTD simulation toolkit created by researchers at Sharif University of Technology's School of Electrical Engineering. This MATLAB-based implementation employs the standard Yee's FDTD algorithm for electromagnetic wave analysis, featuring comprehensive boundary condition support and optimized for photonic crystal studies.
A comprehensive MATLAB toolbox for linear time-varying system controller design utilizing parameter-varying Lyapunov-based linear inequalities. Each m-file contains detailed documentation with implementation guidelines and algorithmic explanations.
MATLAB-based acoustic field simulation package developed by Technical University of Denmark
An enhanced wavelet analysis toolkit featuring synchrosqueezing transformation, ideal for researchers exploring wavelet algorithm improvements. This implementation offers unique time-frequency resolution capabilities compared to conventional wavelet methods. The package includes MATLAB-compatible functions with clear parameter definitions for immediate integration into signal processing workflows.
Kevin Murphy's MATLAB toolkit for Conditional Random Fields (CRF) enables advanced probabilistic modeling with applications in image processing and beyond, featuring flexible graph structures and efficient inference algorithms.
Developing an SVM classifier for the iris dataset in MATLAB from scratch without using pre-built toolboxes.
A comprehensive LDPC simulation toolkit developed in MATLAB, featuring parity-check matrix construction, encoding modules, and decoding implementations with various algorithm options.
A comprehensive MATLAB toolkit featuring support vector machines and kernel functions with direct calling capabilities
A comprehensive MATLAB toolbox for image fusion, featuring multiple algorithms and methods with user-friendly interface and detailed documentation.