PSO-BP Neural Network Optimization with Test Data and Executable Code
Particle Swarm Optimization for Neural Networks with Test Dataset and Runnable Implementation
Explore MATLAB source code curated for "测试数据" with clean implementations, documentation, and examples.
Particle Swarm Optimization for Neural Networks with Test Dataset and Runnable Implementation
Implementation of 3D mesh reconstruction from point clouds with included test point cloud datasets for validation
MATLAB algorithm for Probabilistic Latent Semantic Analysis (pLSA) featuring comprehensive test datasets and detailed theoretical explanations. The implementation demonstrates how this probabilistic model uncovers semantic relationships in text data through latent topic modeling, with extendable applications in image analysis.
MATLAB implementation of supervised feature selection and optimization based on least squares algorithm, including test datasets and comprehensive code documentation with technical specifications
MATLAB-based linear predictive coding (LPC) analysis for speech signals, featuring a complete GUI interface implementation and including test datasets for validation.
MATLAB implementation of k-means clustering algorithm with included test datasets for performance evaluation and testing purposes.
BP Neural Network for predicting personal income information using adult.data as training dataset and adult.test as testing dataset, with implementation of backpropagation algorithm for model optimization.
Implementation of Density Peaks Clustering Algorithm (CFSFDP) with Code Optimization Techniques