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模式识别的一些预处理
- 模式识别的一些预处理，包括：图像压缩的例子：行程编码算法RCL， 手写体数据变换成像素位图的算法。-some pretreatment pattern recognition, including : Image Compression examples : RCL itinerary coding algorithm, handwritten data transformation into pixel bitmap algorithm.
ringnetworks
- 源文件为个人用于优化环形网络的遗传算法程序代码，用于硕士毕业论文。压缩文件中一个是C程序代码，一个是数据文件。调试正常。-source document for personal ring network to optimize the genetic algorithm code for the master's thesis. Compression document is a C code, is a data file. Debugging normal.
smo
- 本代码实现了支持向量机中的smo算法，压缩包中包含测试数据格式，能直接运行和测试其他符合格式的数据，便于研究支持向量机。-This code implements support vector machine in the smo algorithm included in the package test data compression format, can be directly run and test the other line formats, to facilitate res
module-1
- ector quantization is a classical quantization technique from signal processing which allows the modeling of probability density functions by the distribution of prototype vectors. It was originally used for data compression. It works by dividing a l
Clip_Nearest_neighbor_method
- 对“data3.m”数据，采用剪辑法、压缩法生成参考集，近似描绘其决策面，并用所有数据测试其分类效果。-The "data3.m" data, using the clip method, compression method to generate a reference set, approximate portrayed its decision-making surface, and all the data to test their classification.
som
- 编程实现SOM网络矢量量化方法，进行图像数据压缩-Programming to achieve SOM network vector quantization method, image data compression
LIBSVM
- 利用matlab读取libsvm的工具包，实现数据的自动分类。压缩包里有训练文件及测试文件。-Read libsvm using matlab toolkit, automatic classification of data. Compression bag has training documents and test files.
StandardBPalgorithmCode
- 该代码是基于标准BP算法训练样本数据的代码，压缩包里包含代码和样本数据。 BP(Back Propagation)神经网络，即信号的正向传播+误差的反向传播，该网络是应用最广泛的一种神经网络模型。BP网络的设计主要包括输入层,隐层,输出层及各层之间的权值、阈值及传输函数等几个方面。-The code is based on code standard BP algorithm training data, compression bag containing the code and sampl
AutoEncoder
- 最先提出深度学习算法hinton的自动编码器matlab代码，内容是：利用多层rbm进行自动编码的多层特征训练，然后使用梯度算法进行fine turn。可以进行特征提取，也可以进行分类。压缩包里已带有训练用签字图片数据。相应算法说明可以查看hinton于2006年发表在 science的文章-First proposed deep learning algorithm hinton automatic encoder matlab code that reads: multilayer r
Ten_Lectures_On_Wavelets
- 本书包含10个讲座由Daubechies博士为在小波及其应用1990 cbms-nsf会议主讲人。小波是一种数学发展，许多专家认为它可能会彻底改变信息存储和检索的世界。它们是一种相当简单的数学工具，现在被应用于压缩数据，如指纹、气象卫星照片和医用X射线。以前人们认为这些数据在不丢失关键细节的情况下是不可能压缩的。(This monograph contains 10 lectures presented by Dr. Daubechies as the principal speaker at
Ch03
- 决策树的实现，压缩中包含数据和代码，祝大家玩的开心(The implementation of the decision tree, compression contains the data and code, I wish you all fun)
GABP
- 神经网络预测数据,遗传算法优化权值和阈值，调用子函数包含在压缩包中(Neural network predicts data, genetic algorithm optimizes weights and thresholds, and calls the sub functions contained in the compression package.)