资源列表
Artificial-Neural-Networks2006
- 神经网络概述及基本模型，然后详述了各种模型，包括感知器神经模型、自组织竞争神经网络、径向基函数神经网络、反馈神经网络、支持向量机神经网络、遗传算法等内容。-Overview and basic neural network model, and then details the various models, including perceptron neural model, self-organizing competitive neural network, radial basis fu
Applied Semi-MARKOV Processes
- 用于有限状态的半马尔柯夫过程的理论、建模计算及应用(This book aims to give a complete and self-contained presentation of semi-Markov processes with finitely many states, divided into three major topics: theory, computation, and application in a correct approach for buildin
Python神经网络编程.pdf+代码
- 本书首先从简单的思路着手，详细介绍了理解神经网络如何工作所必须的基础知识。第一部分介绍基本的思路，包括神经网络底层的数学知识，第2部分是实践，介绍了学习Python编程的流行和轻松的方法，从而逐渐使用该语言构建神经网络，以能够识别人类手写的字母，特别是让其像专家所开发的网络那样地工作。第3部分是扩展，介绍如何将神经网络的性能提升到工业应用的层级，甚至让其在Raspberry Pi上工作。(This book begins with a brief introduction to the basi
anntrain
- 车牌识别BP神经网络的例子程序简单的一个练习，需要的清修改一下参数-BP ANN
1
- 基于神经网络的故障检测，首先利用了pca进行了数据预处理，然后输入到神经网络中(In fault detection based on neural network, the data are preprocessed by using pca, and then input into the neural network.)
machine_learning(chainese)
- 机器学习的经典教程，算是比较清晰的了，中文版的，剩下的不多说-Classic tutorial, machine learning is relatively clear, the Chinese version, and the rest not much to say! ! ! ! !
Machine-Learning.pdf
- Machine Learning, 机器学习经典书-Machine Learning， classical book
SLFZRobotSetupV20
- 机器人仿真软件有助于从事着学习，方便编程操作，能很快的知其原理-Robot simulation software helps to engage with learning, to facilitate programming operations, will soon know the principle of
ANNandSP
- 人工神经网络与盲信号处理,PDF文件，不错的东西。
blind-signal-processe
- 人工神经网络与盲信号处理Artificial Neural Networks and blind signal processing，经典好书-Artificial Neural Network and Blind Signal Processing Artificial Neural Networks and blind signal processing, classical books
crawler
- 爬虫分布式版本实现，基于Map-Reduce进行了实现，非常有用-Reptile distributed version achieved, based on Map-Reduce was realized very useful
MachinePLearning[TomPM.PMitchell]
- 学习机器学习的好书。Tom.M.Mitchell著,中文版,由曾华军等人翻译此书非常好,把BP原理讲得非常透彻,由其是误差的公式推导,比别的书都说得清楚一点-Learning machine learning books. Tom.M.Mitchell, Chinese edition, by Ceng Huajun et al. Translate the book is very good, the principle of BP speaks very thorough, the erro