资源列表
neural network prediction
- 实现小波神经网络预测功能的matlab源程序代码(Matlab program to achieve neural network prediction)
kNN
- 通过k近邻算法实现数字识别，主要包含0-9之间的所有数字。(Digital identification is realized by K nearest neighbor algorithm.)
深度学习 21天实战Caffe
- 深度学习 21天实战caffe pdf 学习caffe的实用入门书籍(Depth study 21 days of practical combat Caffe PDF learning Caffe practical entry book)
starwar-visualization-master
- 使用python实现的星球大战电影数据的分析，使用flask框架可视化的显示每部电影中的人物，种族等的关系。(Using Python to analyze Star Wars movie data, use the flask framework visually to display the characters, races, and relationships in each movie.)
mc_rvm
- 基于蒙特卡洛思想的相关向量机参考程序文件(Related vector machine reference program file based on monte carlo thought)
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)
+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)
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)
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)
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)
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)
Backprop
- Back-propagation algorithm in neural network