资源列表
Overview-of--DCS-in-CN
- 复杂网络中的社团结构算法综述 关 键 词 ：复杂网络 社团结构 层次性 模块度函数 重叠性-Overview of Algorithms for Detecting Community Structure in Complex Networks
GWR4操作说明
- GWR能够实现地理加权回归计算，里面有GWR4操作说明，虽然是英文，但有图片介绍，很容易理解，是GWR模型入门的好工具，适合经济学、数据挖掘等人员使用(GWR can realize geographically weighted regression calculation, including GWR4 operation instructions. Although it is in English, it has pictures to introduce, and is easy to
x
- python scikit-learn lshforest的使用-use lshforest
native-bayes-classifier
- 朴素贝叶斯算法的源代码实现，（含训练数据）-to achieve native bayes classifier
build_a_decision_tree_base_CART.tar
- 这里是最基本的决策树实现的python方法，有详细的代码说明-Here is the basic method of decision tree python to achieve, a detailed code Descr iption
ID3-and-C4.5
- ID3 and C4.5, such as data mining algorithms for classification
sklearn-tree-BN-knn
- 分类器的性能比较与调优: 使用scikit-learn 包中的tree，贝叶斯，knn，对数据进行模型训练，尽量了解其原理及运用。 使用不同分析三种分类器在实验中的性能比较，分析它们的特点。 本实验采用的数据集为house与segment。(Performance comparison and optimization of classifiers: We use tree, Bayesian and KNN in scikit-learnpackage to train the dat
pca
- pca算法原理介绍和仿真代码，主要用于数据的聚类，代码时用于图像上的聚类过程，聚类效果很好，就是有点慢-pca algorithm introduces the principle and simulation code, mainly for clustering data, a clustering process images on-time code, clustering works well, is a bit slow
DataMining_Algorithm
- 详细的数据挖掘资料，包括各种常见的算法，有一定的深度-Detailed data mining information, including all common algorithms, there is a certain depth.
08ClusAdvanced-1
- 综合介绍聚类分析的方法，从常用方法到高级方法-Overview cluster analysis, the common method to advanced methods
data-mining_GRI
- GRI关联数据挖掘. GRI是关联规则的一种算法。很有用的。-GRI association data mining
degreediscountic2
- 改进的基于节点度的影响最大化算法，度打折是指，每一次迭代时，度的值会根据种子节点而发生变化。-Improved based on node degree maximization algorithm, and the influence of the degree of discount means that each iteration, the degree of value will change according to the seed node