搜索资源列表
PR
- 基于随机游走的推荐算法，python实现。-Random walk based recommendation
prefixspan
- 经典序列模式挖掘算法prefixspan的python实现-Classic sequence pattern mining algorithm prefixspan
AdaBoost
- 用python实现的AdaBoost分类算法，文件是一个ipython notebook，可以直接用ipython/jupyter打开使用。内附简单测试数据集。 程序运行需要numpy库的支持。-An AdaBoost classifier implemented with Python.
Decision-Tree-python
- python实现的决策树代码，包括数据，以及源代码- tree python code is implemented, including data, and source code
svm
- 支持向量机python实现算法，回归、分类、预测-surpport vector machion
Ap
- 数据挖掘中关联规则挖掘算法-apriori，的Python实现，代码中有测试样本-Data mining association rule mining algorithm-apriori, implementation of Python code in a test sample
FPtree
- 数据挖掘中关联规则算法的FPtree算法的Python实现。FPtree算法比apriori算法更擅于处理大规模的数据-Data Mining Association Rules algorithm FPtree algorithm implemented in Python. FPtree algorithm apriori algorithm is more than adept at handling large data
treePlotter
- 机器学习中的决策树，利用python实现的算法-Decision tree in machine learning, using Python to achieve the algorithm
bayes
- 机器学习中的朴素贝叶斯算法，利用python实现的算法-The naive Bayesian algorithm in machine learning, using Python to achieve the algorithm
logRegres
- 机器学习中的逻辑回归算法，利用python实现的算法-Logic regression algorithm in machine learning, using Python to achieve the algorithm
svm_python
- 在机器学习领域，支持向量机SVM(Support Vector Machine)是一个有监督的学习模型，通常用来进行模式识别、分类、以及回归分析。本程序是SVM的python实现，用的是SMO算法。只能进行分类，并且能够显示图形结果。-In the field of machine learning, support vector machines SVM (Support Vector Machine) is a supervised learning model is usually use
kmeans
- 最简单易懂的聚类方法，用python实现k-means对数据的聚类-The most straightforward clustering method, using python to achieve k-means clustering of data
bikmeans
- 用python实现的二分k-means聚类方法，比k-means效率更高-With half of k-means clustering method python achieve higher efficiency than k-means
dpa
- 2014年12月science新给出的dpa聚类算法的python实现-December 2014 science given new clustering algorithm python achieve dpa
svm
- 最经典的机器学习方法svm分类器的python实现-The most classic machine learning svm classifier python realization
knn
- 最简单的机器学习分类方法knn算法的python实现-The easiest method of machine learning classification algorithm python achieve knn
FP_Growth-python
- FP-Tree算法，用python实现的。-FP-tree algorithm implemented with Python.
visualization
- 用Python实现数据可视化的一个小案例，数据来自金融(Using Python to achieve data visualization of a small case, data from the financial)
利用Python进行数据分析
- 数据挖掘python语言的学习资料，包括常用算法的实现和工具的使用(Data Mining Pthon Language Learning Materials, including the Implementation of Common Algorithms and the Use of Tools)
数据挖掘各类算法
- apriori、id3、c4.5、fp树等算法的的python实现(Python implementation of apriori, id3, c4.5, FP Tree and other algorithms)