资源列表
plot_cv_predict
- 等渗的插图对生成的数据回归。等张回归发现引入近似函数的同时最小化均方误差的训练数据。-An illustration of the isotonic regression on generated data. The isotonic regression finds a non-decreasing approximation of a function while minimizing the mean squared error on the training data.
LocalOutlierFactor
- Local Outlier Factor algorithm for detection of anomaly samples.
Sougou
- 将搜狗细胞词库解码,输出str ,提供反译成txt文件-Sogou cell thesaurus decoding, output str
CuCao2ClassTrain
- 基于粗糙集的分类规则提取和分类规则约简。首先进行粗糙分类器训练，然后将复杂的分类规则降维成简单的分类规则，但分类精度不变。-Rough classification learning rules are trained and extracted based on rough sets and complex classification rules are dimensionally reduced into simple classification rules, but the class
Fuzzyclustering
- 基于MATLAB实现的模糊聚类算法，程序包含了多种聚类算法，实验效果较好。-MATLAB based on the realization of fuzzy clustering algorithm, the program contains a variety of clustering algorithms, the experimental results are better.
lpa---java
- 标签传播算法(LPA)是由Zhu等人于2002年提出，它是一种基于图的半监督学习方法，其基本思路是用已标记节点的标签信息去预测未标记节点的标签信息。-Code label propagation algorithm
CalcActivationCode
- 岩土数值模拟计算的程序，可以用来计算边坡、岩石稳定性。-Numerical simulation of geotechnical calculation program can be used to calculate the slope, rock stability.
Clustering-results-measurement
- 度量聚类精度的matlab程序，可用于聚类算法评估-Measure percentage of Accuracy and the Rand index of clustering results
python机器学习
- python机器学习Chapter1.4的示例代码。使用jupyter notebook。python2.
PCA
- 简单PCA算法的matlab实现，两种途径-Simple PCA algorithm of matlab, two different ways
learn_struct_K2
- 本程序是贝叶斯网络结构学习的K2算法程序，可获取离散变量的贝叶斯网络-This procedure is K2 Bayesian network structure learning algorithm program, available discrete variables Bayesian Network
rgyq
- 人工鱼群算法的实现代码，有效处理优化寻优问题，比遗传算法、PSO具有更好的优化效果-Artificial fish swarm algorithm code to deal effectively optimize the optimization problem, with better optimization results than the genetic algorithm