资源列表
classification and regression tree 2011
- classfication and regression tree
C.ClassificationSVM
- This is support vector machines algorithm (SVM) use to classification data
语音识别
- 语音识别例子，使用windows平台，visual studio13 开发。(speech recognition windows visual studio13)
decision_tree
- 决策树是一个利用像树一样的图形或决策模型的决策支持工具，包括随机事件结果，资源代价和实用性。(A decision tree is a decision support tool that uses a tree like graph or a decision model, including the result of random events, the cost of resources and the practicality.)
CNN
- CNN contains the desiption of the structure and usage the algorithm
BP
- 利用BP神经网络实现 鸢尾花数据分类(Data classification of iris using BP neural network)
搜索排序模型
- 介绍了搜索排序中的树模型，循序渐进，附详实的数学公式推导。(The tree model in search ranking is introduced, and the mathematical formula is deduced in detail.)
ID3firstExample
- sample work with id3 decision tree
ABC_cobe
- 人工智能蜂群算法，c++编辑，是用软件Notepad++存储的，可自行更改(Artificial intelligence bee colony algorithm, c++ editor, is stored in software Notepad++ and can be changed by itself)
bignum (3)
- bignum encryption library 2
MINIST
- mnist库上 应用DBN网络 DBN使用RBM结构，半监督网络，逐层训练(Application on the DBN network)
机器学习实战.pdf
- 一本适合机器学习入门的书籍，包含大量流行的机器学习算法和python实现(A book suitable for machine learning, including a large number of popular machine learning algorithms and python implementation)