示例程序 Resources

Showing items tagged with "示例程序"

A MATLAB-implemented example program demonstrating Gibbs sampling from Gaussian distribution data. The code includes comprehensive comments for better understanding, making it particularly helpful for students learning Markov Chain Monte Carlo (MCMC) methods. Having experienced significant challenges while learning Gibbs sampling myself, I hope this code will assist others facing similar difficulties in grasping this important sampling technique.

MATLAB 318 views Tagged

MATLAB algorithm for pLSA (Probabilistic Latent Semantic Analysis) designed for text analysis and classification, including test datasets and comprehensive algorithm theory explanation. The implementation features enhanced visualization through demo.m, improved performance for large-scale data processing, and additional sample data for better understanding across different application scenarios including image analysis.

MATLAB 241 views Tagged