资源列表
PSO
- 基于粒子群优化算法PSO的非线性函数极值寻优-Based on Particle Swarm Optimization PSO optimization extreme nonlinear function
GA
- 通过遗传算法GA筛选主要影响自变量，并最终建模-Filter through a genetic algorithm GA principally affected the independent variables, and finally modeling
GM
- 通过灰色模型GM研究少数据、贫信息、不确定性问题-Grey Model GM research through less data, poor information, uncertainty
Kohonen
- 采用Kohonen网络对网络入侵行为进行聚类分析，并分类-Kohonen network using the network intrusion cluster analysis and classification
CNNhandwrittencharreccssource
- CNN卷积神经网络 手写体识别 c#实现源代码。很好很经典。-Csharp version convolutional neural network . according to the source code adapted from Mike. CNN convolutional neural networks for research of the people.
CNNMnist-cPP
- CNN卷积神经网络C++实现。完全可编译运行。对研究CNN卷积神经网络 很有帮助。-C++ version convolutional neural network。 according to the source code adapted from Mike. CNN convolutional neural networks for research of the people.
FANN-2.2.0-Source
- FANN 2.20 Source code.Fast Artificial Neural Network Library是一个免费开源的神经网络库，它用C实现了支持全连接及稀连接的多层人工神经网络，并且支持定点和浮点数的跨平台运行。库中包含有易于处理训练数据的框架。它易于使用、通用、文档完备并且快速。目前已有PHP, C++, .NET, Ada, Python, Delphi, Octave, Ruby, Prolog Pure Data 和 Mathematica的绑定。库中还附有一本带例子
Kmeans-algorithm
- 模式识别算法Kmeans算法原理及C++编程实现-Pattern recognition algorithm Kmeans algorithm and C++ programming
Genetic-algorithm
- 遗传算法的c版程序，并附有注释.对于初次学习遗传算法的人员来说，很有帮助。-Genetic algorithm c version of the program, together with the notes for the first time learning genetic algorithm staff, very helpful.
Umd_Hmm
- hmm隐马尔可夫模式的经典学习源码，对学习hmm模式有非常好的帮助-the classic source of the hmm module, very helpful to learn hmm
SOM_CPP
- 自组织神经网路的训练算法C++实现,先输入训练样本得到网络权值，然后输入测试样本可以实现相关的分类功能-Self-organizing neural network training algorithm C++ realization enter training samples to obtain network weights, and then enter the test sample can be achieved related to the classification funct
Artificial-Neural-Networks
- 简明扼要地讲述了人工神经网络的基本原理、训练算法和应用领域-Succinctly describes the basic principles of artificial neural network training algorithms and applications