搜索资源列表
xyle
- 拉普拉斯降维方法，是非线性数据降维方法，通过构建相似关系图来重构数据局部流形结构特征。-Laplace dimension reduction method is non-linear data dimensionality reduction method, by constructing a graph similar to reconstruct the structure of local manifoldof the data.
Top-10-Algorithms-in-Data-Mining
- 在2006年9月召开的ICDM会议上，邀请了ACM KDD创新大奖(InnovationAward)和 Top 10 Algorithms in Data Mining IEEEICDM研究贡献奖(Research Contributions Award)的获奖者们来参与数据挖掘10大算 法的选举，每人提名10种他认为最重要的算法-Classification，Statistical Learning，Top 10 Algorithms in Data Mining，material
SSL_PGP
- SSL(Semi-Supervised Learning) with PGP: Implementation of PGP Algorithm introduced in, Fang, Yuan, Kevin Chen-Chuan Chang, and Hady Wirawan Lauw. Graph-based semi-supervised learning: Realizing pointwise smoothness probabilistically. International Co
example_DAGlearn
- 程序是基于图论 , 对后验概率提取参数,使得很好的描述贝叶斯网络中变量之间的依赖关系-Program is based on graph theory, the extraction parameters on the posterior probability of such a good descr iption of the dependencies between variables in a Bayesian network
search_tu
- 图的搜索算法，广度优先搜索和深度优先搜索。 算法思想来自《算法导论》，自己编的，效果还行-Graph search algorithm, breadth-first search and depth-first search. Algorithm thinking " Introduction to Algorithms" , own, and the results were OK
DIGG-all
- 图生成器DEGG，能够自动生成各种属性的图，注意是graph，而不是image。-Map generator DEGG, can automatically generate various figures attributes, note the graph, rather than the image.
svm
- 该代码实现了经典的SVM支持向量机算法，Python语言编写，产生结果图。(This code implements the classic SVM support vector machine algorithm, Python language, and produces the result graph.)
mvstats
- 将ggplot2的作图结果合并为一个图，可以定义cols的值从而调整输出的结果(Combining the graphical results of ggplot2 into a graph defines the values of cols to adjust the output)