资源列表
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! ! ! ! !
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.)
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
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
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
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
VCPP-image-processing-chapter02
- VisualC++数字图像处理技术详解第2版光盘-第二章-VisualC++ digital image processing technology Detailed Version 2 CD- Chapter 2
jieba-jieba3k
- MATLAB 结巴分词的工具包，用于很多中文分词的模式识别代码程序，利用已有函数工具包提高工作效率，内有安装说明(MATLAB jieba toolkit, used for many Chinese word segmentation pattern recognition code programs, using existing function toolkits to improve work efficiency, with installation instructions)
LDA
- 里面包含了三位老师写的LDA代码，以及中文文档解释LDA的推导，对学习LDA很有帮助-it contains LDA code and documents which writing by three teachers , expecially the Chinese documentation explains the derivation of LDA, which is very helpful
pca
- these are the programs files containing the discr iption of brain tumor segmentation and detection algorithm using the nural networks
1 (11)
- 人工智能行业报告11，可以非常清楚的了解行业发展情况，做出最好的判断。(The report of the artificial intelligence industry can make a clear understanding of the development of the industry and make the best judgment.)
1-160521014039
- 就是机器学习的PPT 台湾教授教学的，英文PPT ，很不错(Machine learning PPT, Taiwan professor teaching, English PPT, very good)