资源列表
regression
- 用线性回归找到最佳拟合直线，局部线性加权回归(locally weighted linear regression)
GA Tuned Input Shaper
- A Shaper is presented whose parameters are tuned with Genetic Alg. suitable for unknown dynamics
kxianbaojing
- MT4外汇平台使用，可以自己设置K线点数报警(MT4 foreign exchange platform, you can set their own K-line points alarm)
ANN
- Introduction to Artificial Neural Networks
Backprop
- Back-propagation algorithm in neural network
FuzzyOntologyFramework
- 提供模糊本体模型，图形化辅助表达，学习性强(Provide fuzzy ontology model graphical auxiliary expression)
attentionFactorizaitonMachine
- Attension FM的理论论文，可用于高度稀疏数据场景，并且具有线性的计算复杂度(Factorization Machines (FMs) are a supervised learning approach that enhances the linear regres- sion model by incorporating the second-order fea- ture interactions)
BP
- 初步学习ＢＰ神经网络，适用于初步接触深度学习的朋友。(Preliminary study on BP neural network)
蚁群算法
- 简单的蚁群算法程序，适合初学者，里面是路径规划的内容(Simple ant colony algorithm program, suitable for beginners)
+abstractData
- 基金分析程序，可以用以分析基金的绩效以及历史业绩(The fund analysis program)
code
- 强化学习机器人自主导航模拟程序，应用了SARSA算法(reinforcement learning for self-navigating robot)
《MATLAB神经网络原理与实例精解》随书附带源程序
- 《MATLAB神经网络原理与实例精解》随书附带源程序(MATLAB neural network principle and example" with the book with source program.)