资源列表
GA--wangxiaoping
- 王小平的遗传算法书，包含了此书中的所有算法和实例，有助于初学者的理解。-Wang Xiaoping genetic algorithms books, this book contains all the algorithms and examples will help beginners to understand.
exp2
- 本实验是遗传算法和鱼群算法求解无线传感覆盖问题（组合优化类）的实验。代码可供参考，只需更改目标函数就可以做别的实验。 代码主要包括三个功能： 1.绘图，绘制横纵坐标轴和各点坐标以及各点覆盖范围。 2.遗传算法。CGA类中包括二进制遗传算法。 3.鱼群算法。CFA类中包括二进制离散组合鱼群算法。-The WSN coverage control by GA and AFSA
DeepNeuralNetwork20131115
- It provides deep learning tools of deep belief networks (DBNs).-Run testDNN to try! Each function includes descr iption. Please check it! It provides deep learning tools of deep belief networks (DBNs) of stacked restricted Boltzmann machines (RB
RBM-DBN
- 有限玻尔兹曼机、深度置信网的Matlab实现，用mnist数据进行验证，对理解深度学习原理有帮助。(A Finite Boltzmann machine and deep belief network are implemented in MATLAB and verified with MNIST data. It is helpful to understand the principle of deep learning.)
Lenet5_EasyPR_D
- 基于网上的matlab版lenet5,改成识别车牌字符，仅仅识别英文字符和数字。收集图片功能，训练，识别功能。-Based on the online version of matlab lenet5, changed license plate character recognition, identifies only English characters and numbers. Collection picture function, training and recognition.
IKAnalyazer3.2
- 开源IKAnalyazer3.2的源代码，成功搭建了环境，需要的朋友可以研究一下。-The open source IKAnalyazer3.2 the source code, successfully build the environment, need friends can look at.
Gpss-studentversion
- GPSS(General-purpose Systems Simulator)——通用系统模拟语言 。第一个使模拟成为实用工具的语言 ，于1961年发明成功-GPSS (General-purpose Systems Simulator)- General system simulation language. The first simulation as a practical tool to make the language, invented in 1961, the success
SVMcanshuxuanqu
- 这是两篇非常好的讲怎么样对SVM的参数优化，可以从中学习进而对SVM算法改进-This is two very good speakers on how to optimize the SVM parameters, you can learn and thus improve the SVM algorithm
GMM.zip
- Gaussian Mixture Model Simulation Source,Gaussian Mixture Model Simulation Source
07 神经网络与深度学习
- 人工神经网络（Artificial Neural Networks，ANN）系统是 20 世纪 40 年代后出现的。它是由众多的神经元可调的连接权值连接而成，具有大规模并行处理、分布式信 息存储、良好的自组织自学习能力等特点。BP（Back Propagation）算法又称为误差 反向传播算法，是人工神经网络中的一种监督式的学习算法。BP 神经网络算法在理 论上可以逼近任意函数，基本的结构由非线性变化单元组成，具有很强的非线性映射能力。(The Artificial Neural Network
stockprediction
- 基于灰色神经网络的股指预测方法研究，使用灰色关联分析和神经网络结合对股票价格进行预测-Index based on gray neural network prediction method, using the gray relational analysis and neural networks to predict the stock price
python基础入门代码
- 用于python初学者，python入门实践代码