资源列表
eccv10_tutorial_part2
- 稀疏编码图像分类, 稀疏表示创始人写的PPT,内容精彩,分析清晰,易于理解(sparse coding image classification, PPT written by the original author of sparse representation, the PPT content is easy to realize with clear illustration and analysis.)
Structured-Streaming
- Structured-Streaming的使用说明(Building-Continuous-Application-with-Structured-Streaming-and-Real-Time-Data-Source-with-Arijit-Tarafdar-and-Nan-Zhu-iteblog)
WS_net
- 复杂网络中小世界网络生成程序，可以用matlab生成制定聚类系数 连接概率和平均最短路径长度的经典小世界网络(A small world network generating program for complex networks, which can be used to generate a classical small world network with clustering coefficients, connection probabilities and average sho
xuanqufengzhi
- 一种天文图像的目标点快速检测算法的源程序。(A Fast Algorithm for Target Detection of Astronomical Images)
em
- em算法介绍:EM算法有很多的应用，最广泛的就是GMM混合高斯模型、聚类、HMM等等(This is the EM algorithm using JAVA, easy to understand, easy to use and helpful for understanding the EM algorithm)
visualization
- 用Python实现数据可视化的一个小案例，数据来自金融(Using Python to achieve data visualization of a small case, data from the financial)
机器学习实战
- 数据实战，机器学习，一本经典书籍，值得一看(machine learning is the most popular area now,this book is very suitable for newers)
遗传k-means
- 数据挖掘经典算法,遗传算法与K_means算法结合(Data mining classic algorithm)
fractal dimension
- 数据处理中，分形维数的计算，使用的数据是医疗行业的数据，可以更换txt文件(Calculation of fractal dimension in data processing)
parse
- 根据除顿号意外的标点将评论预料进行分句处理(according to the punctuation to cut the comments into sentence)
dpp
- 通过行列式点过程，可以选取高质量，高多样性的特征(High quality, high diversity features can be selected)
Boosting
- 分类，用于对数据进行归类。把数据按照不同的属性进行归类，并且使归类的精确度越高越好。(Classification; used to classify data. Classify data according to different attributes, and make the accuracy of classification better.)