资源列表
gini
- Gini index Calculator. useful in feature selection
maxMiner
- Max Miner algorithm implementation.
docdist8
- measure cosine distance between two text file efficiently.
hopfield
- hopfield神经网络的实现，里面含有丰富的源代码，可以运行-Hopfield neural network to achieve, which contains a wealth of source code, you can run
zhichixlj
- matlab 支持向量机的源代码，里面有经典的案例分析，可以运行-Matlab support vector machine source code, which has a classic case analysis, you can run
WDEMTOE
- MATLAB em algoritm first for learning you shoud be read matlab 2
EMGMONE
- MATLAB em algoritm first for learning you shoud be read matlab
SVC
- 建立LibSVM预测模型，基于网格算法、粒子群算法、遗传算法优化了模型参数，并由最终模型预测了给定切削参数下零件的粗糙度等级。-Establish LibSVM prediction model, grid-based algorithm, particle swarm optimization, genetic algorithm to optimize the parameters of the model, the final model prediction given by the c
Part1
- 实现了500篇纽约时报新闻的数据挖掘，包括数据预处理、基本数据统计等-Achieved 500 New York Times news data mining, including data preprocessing, basic data statistics, etc.
CAN-code
- 自适应临近聚类算法/集群和投影聚类/自适应的邻居 -Clustering and Projected Clustering with Adaptive Neighbors. The 20th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), New York, USA, 2014
MachineLearning-wepe
- MachineLearning-作者wepe 及其学习的实用包 包含决策树，支持向量机，K-MachineLearning- OF wepe and learn practical package contains decision trees, SVM, KNN, etc.
Cart-tree
- 实现CART树回归，树的生成与剪枝过程，并与简单线性回归进行对比-Implement a regression tree generation algorithm when the leaf nodes indicate 3rd order polynomials. Test your program with the dataset and compare the results with those of simple linear regression