/Toolbox-Design-for-Indefinite-Kernel-Learning

Primary LanguagePython

Toolbox Design for Indefinite Kernel Learning

Design of toolbox for indefinate kernel machine learning

About me:

Environment and Dependencies:

Projects Framework

  • Algorithms:

Core module for learning

  • Dataset:

Module for dataset processing

  • Kernel:

Module for a variety of kernels

  • Model:

Module for a variety of models, e.g. linear model

  • SMO:

Module of SMO algorithms

项目进展

SVM SMO基础学习
工具箱架构设计  
传统SMO算法实现   核函数计算

TODO

 SMO算法优化    

 非正定核的SVM

 非正定核的LSSVM和PCA