资源列表
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
LARS算法
- 包括LARS的经典文章和实现代码（MATLAB）(Abstract There are a number of interesting variable selection methods available beside the regular forward selection and stepwise selection methods. Such approaches include lasso (Least Absolute Shrinkage and Selection Operat
ConfusionMatrices
- 基于matlab的混淆矩阵算法，内含具体实例，可作出混淆矩阵相关图。
Tensor-Factorization-HOSVD-iterative-master
- hosvd 迭代分解,很好用，是一个硕士论文里的代码(terative HOSVD algorithm to decompose tensor and find its Singular factors in each mode.)
NBC
- 朴素贝叶斯模型，用来做大数据的分类，是一种很简单易上手的模型，代码很简单，有例子。(Naive Bayes model is used to enlarge the classification of data)
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)
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.)
recommend
- 一个关于自己实现推荐系统的案例，搞清楚推荐系统的实现过程(A recommendation on the implementation of their own system, clear the recommendation system to achieve the process)
kaggleDemo
- 一个kaggle竞赛的案例，文件为ipython，可以自己实验运行(A kaggle competition case, the document is IPython, you can experiment running)
空间回归
- 检验数据在空间上分布是否具有规律性，并建立空间回归模型(The spatial distribution of the test data is regular, and the spatial regression model is established)
MachineLearningInaction
- 本文件中的内容是《机器学习实战》这本书中的代码，语言采用的是python。(The content of this document is the code in this book "machine learning combat"and the language of code is Python.)
日常运动数据分析
- 用anaconda内部的科学库进行分析运动数据，并能对数据进行分类。(Anaconda's internal science library is used to analyze the motion data and to classify the data.)