课程大纲:
MATLAB与机器学习入门培训
MATLAB Basics
MATLAB More Advanced Features
BP Neural Network
RBF, GRNN and PNN Neural Networks
SOM Neural Networks
Support Vector Machine, SVM
Extreme Learning Machine, ELM
Decision Trees and Random Forests
Genetic Algorithm, GA
Particle Swarm Optimization, PSO
Ant Colony Algorithm, ACA
Simulated Annealing, SA
Dimenationality Reduction and Feature Selection