资源列表
[codes]joint-bayesian
- 这个是联合贝叶斯网络，可以用来作为学习和理解的例子-This is a joint Bayesian network can be used as an example of learning and understanding
ml
- BP神经网络的Java示例，通过样本训练，能够准确地判断出它是奇数还是偶数，正数还是负数。-Java example BP neural network trained by the sample, can accurately determine that it is odd or even, positive or negative.
Pattern-Recognition
- 模式识别与人工智能书籍及源代码，对学习相关知识的人员具有很好的参考意义。-Pattern Recognition and Artificial Intelligence, books and source code, to learn the knowledge of the staff has a good reference value.
AFSA
- 超级实用的人工鱼群算法，代码简洁，注释清楚，功能强大。-AFSA super practical, concise code, comments clear and powerful.
HS
- 和声搜索算法，一种智能优化算法，国外学者编写的源码，可以运行，附带有测试函数和简要的算法介绍，供大家学习参考。-Harmony search algorithm, a kind of intelligent optimization algorithm, foreign scholars write the source code, It can run smoothly with test function and algorithm is introduced briefly, consul
BP-SHENJINGWANGLOU
- BP 神经网络，有BP神经网络在函数逼近、语音特征信号分类、非线性等的应用-BP neural network, BP neural network approach has the function, speech characteristic signal classification and nonlinear applications
ganzhiqi
- 感知器，主要有单层和多层感知器的应用的仿真程序设计-Perceptron, there are single and Multilayer Perceptron application simulation program design
RBF-shenjingwanglou
- RFB神经网络 主要有RFB神经网络的实现、非线性滤波-RFB neural networks are mainly realized RFB neural networks, nonlinear filtering
xianxingshenjingwanglou
- 线性神经网络 主要有线性神经网络初始化、学习规则、训练的仿真程序设计-Linear neural networks are mainly linear neural network initialization, learning the rules, training simulation program design
apriori
- 关联规则(Association Rules)是反映一个事物与其他事物之间的相互依存性和关联性，apriori是数据挖掘的一个重要技术，用于从大量数据中挖掘出有价值的数据项之间的相关关系-Association rules (Association Rules) is a reflection of the interdependence and correlation between things and other things, apriori data mining is an impo
Id3
- ID3算法是J. Ross Quinlan在1975提出的分类预测算法,该算法的核心是“信息熵”,属于数学问题.-ID3 algorithm is a classification algorithm J. Ross Quinlan prediction made in 1975, the core of the algorithm is the information entropy , belong to mathematical problems.
c4.5
- C4.5是机器学习算法中的另一个分类决策树算法,它是基于ID3算法进行改进后的一种重要算法,相比于ID3算法,改进有如下几个要点:用信息增益率来选择属性.-C4.5 decision tree algorithm is another classification machine learning algorithm, which is based on ID3 algorithm is an important algorithm improved, compared to the ID3 a