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Title: GitHub - aialgorithm/datamining

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classifyhttps://github.com/aialgorithm/datamining/tree/master/classify
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READMEhttps://github.com/aialgorithm/datamining
https://github.com/aialgorithm/datamining#前言
https://github.com/aialgorithm/datamining#一数据挖掘过程
https://github.com/aialgorithm/datamining#二数据挖掘常用算法简介
https://github.com/aialgorithm/datamining#1关联分析算法
https://github.com/aialgorithm/datamining#2分类算法
https://github.com/aialgorithm/datamining#3聚类算法
https://github.com/aialgorithm/datamining#小结
https://github.com/aialgorithm/datamining#三数据挖掘算法实现
https://github.com/aialgorithm/datamining#1相关知识
https://github.com/aialgorithm/datamining#1距离度量在数据挖掘中需要明确样本数据相似度通常可以计算样本间的距离如下为常用距离度量的介绍
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参考文章https://blog.csdn.net/zenghaitao0128/article/details/78361038
https://github.com/aialgorithm/datamining#2数据标准化参考文章
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https://github.com/aialgorithm/datamining#3-算法的效果评估
https://github.com/aialgorithm/datamining#2协同过滤推荐算法
电影推荐——基于用户、物品的协同过滤算法https://github.com/liaoyongyu/datamining/tree/master/recommendation_algorithms
https://github.com/aialgorithm/datamining#代码实现数据集及参考论文-电影推荐基于用户物品的协同过滤算法
https://github.com/aialgorithm/datamining#1基于用户的协同推荐算法
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https://github.com/aialgorithm/datamining#2基于物品的协同推荐算法
https://github.com/aialgorithm/datamining#修正余弦相似度算法
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https://github.com/aialgorithm/datamining#slope-one推荐算法
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https://github.com/aialgorithm/datamining#3分类算法
https://github.com/aialgorithm/datamining#1基于物品特征值的knn分类算法
鸢尾花KNN分类算法https://github.com/liaoyongyu/datamining/tree/master/classify/KNN/
https://github.com/aialgorithm/datamining#代码实现-鸢尾花knn分类算法
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https://github.com/aialgorithm/datamining#2贝叶斯分类算法
区分新闻类别朴素贝叶斯分类算法https://github.com/liaoyongyu/datamining/blob/master/classify/Bayes/
https://github.com/aialgorithm/datamining#代码实现-区分新闻类别朴素贝叶斯分类算法
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https://github.com/aialgorithm/datamining#2逻辑回归分类算法
区分猫的图片https://github.com/liaoyongyu/datamining/tree/master/classify/NeutralNetwork
https://github.com/aialgorithm/datamining#代码实现-区分猫的图片
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https://github.com/aialgorithm/datamining#4聚类算法
https://github.com/aialgorithm/datamining#1层次聚类
狗的种类层次聚类https://github.com/liaoyongyu/datamining/tree/master/cluster/hierarchical%20method
https://github.com/aialgorithm/datamining#代码实现-狗的种类层次聚类
https://github.com/aialgorithm/datamining#2k-means聚类
Kmean++聚类https://github.com/liaoyongyu/datamining/blob/master/cluster/Ipartitioning%20method/kmeanpp.py
https://github.com/aialgorithm/datamining#代码实现-kmean聚类
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algorithm https://github.com/topics/algorithm
Readme https://github.com/aialgorithm/datamining#readme-ov-file
Please reload this pagehttps://github.com/aialgorithm/datamining
Activityhttps://github.com/aialgorithm/datamining/activity
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Releaseshttps://github.com/aialgorithm/datamining/releases
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Python 100.0% https://github.com/aialgorithm/datamining/search?l=python
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