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Title: GitHub - freesource-forstudy/MachineLearning: Machine Learning in Action（机器学习实战）

Open Graph Title: GitHub - freesource-forstudy/MachineLearning: Machine Learning in Action（机器学习实战）

X Title: GitHub - freesource-forstudy/MachineLearning: Machine Learning in Action（机器学习实战）

Description: Machine Learning in Action（机器学习实战）. Contribute to freesource-forstudy/MachineLearning development by creating an account on GitHub.

Open Graph Description: Machine Learning in Action（机器学习实战）. Contribute to freesource-forstudy/MachineLearning development by creating an account on GitHub.

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GPL-3.0 license	https://github.com/freesource-forstudy/MachineLearning/blob/python-2.7/LICENSE
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LICENSE	https://github.com/freesource-forstudy/MachineLearning/blob/python-2.7/LICENSE
README.md	https://github.com/freesource-forstudy/MachineLearning/blob/python-2.7/README.md
README.md	https://github.com/freesource-forstudy/MachineLearning/blob/python-2.7/README.md
README	https://github.com/freesource-forstudy/MachineLearning
GPL-3.0 license	https://github.com/freesource-forstudy/MachineLearning
	https://github.com/freesource-forstudy/MachineLearning#machinelearning
	https://shang.qq.com/wpa/qunwpa?idkey=30e5f1123a79867570f665aa3a483ca404b1c3f77737bc01ec520ed5f078ddef
ApacheCN(apache中文网)	http://cwiki.apachecn.org/
【机器学习实战-中文版-带目录版.pdf】	https://github.com/apachecn/MachineLearning/tree/master/books
Wizard Zhang	https://github.com/wizardforcel
《机器学习实战-ApacheCN.pdf》	https://github.com/apachecn/MachineLearning/blob/master/books/%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0%E5%AE%9E%E6%88%98-ApacheCN.pdf
MachineLearning(机器学习) 学习路线图	http://www.apachecn.org/map/145.html
	https://github.com/freesource-forstudy/MachineLearning#第一部分--分类
机器学习基础	https://github.com/freesource-forstudy/MachineLearning/blob/python-2.7/docs/1.%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0%E5%9F%BA%E7%A1%80.md
机器学习实战-复习版（问题汇总）	https://github.com/freesource-forstudy/MachineLearning/blob/python-2.7/faq/1.%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0%E5%AE%9E%E6%88%98-%E5%A4%8D%E4%B9%A0%E7%89%88.md
k-近邻算法	https://github.com/freesource-forstudy/MachineLearning/blob/python-2.7/docs/2.k-%E8%BF%91%E9%82%BB%E7%AE%97%E6%B3%95.md
决策树	https://github.com/freesource-forstudy/MachineLearning/blob/python-2.7/docs/3.%E5%86%B3%E7%AD%96%E6%A0%91.md
基于概率论的分类方法：朴素贝叶斯	https://github.com/freesource-forstudy/MachineLearning/blob/python-2.7/docs/4.%E6%9C%B4%E7%B4%A0%E8%B4%9D%E5%8F%B6%E6%96%AF.md
Logistic回归	https://github.com/freesource-forstudy/MachineLearning/blob/python-2.7/docs/5.Logistic%E5%9B%9E%E5%BD%92.md
支持向量机	https://github.com/freesource-forstudy/MachineLearning/blob/python-2.7/docs/6.%E6%94%AF%E6%8C%81%E5%90%91%E9%87%8F%E6%9C%BA.md
集成方法-随机森林和AdaBoost	https://github.com/freesource-forstudy/MachineLearning/blob/python-2.7/docs/7.%E9%9B%86%E6%88%90%E6%96%B9%E6%B3%95-%E9%9A%8F%E6%9C%BA%E6%A3%AE%E6%9E%97%E5%92%8CAdaBoost.md
	https://github.com/freesource-forstudy/MachineLearning#第二部分--利用回归预测数值型数据
预测数值型数据：回归	https://github.com/freesource-forstudy/MachineLearning/blob/python-2.7/docs/8.%E9%A2%84%E6%B5%8B%E6%95%B0%E5%80%BC%E5%9E%8B%E6%95%B0%E6%8D%AE%EF%BC%9A%E5%9B%9E%E5%BD%92.md
树回归	https://github.com/freesource-forstudy/MachineLearning/blob/python-2.7/docs/9.%E6%A0%91%E5%9B%9E%E5%BD%92.md
	https://github.com/freesource-forstudy/MachineLearning#第三部分--无监督学习
使用K-均值聚类算法对未标注数据分组:k-means聚类	https://github.com/freesource-forstudy/MachineLearning/blob/python-2.7/docs/10.k-means%E8%81%9A%E7%B1%BB.md
使用Apriori算法进行关联分析	https://github.com/freesource-forstudy/MachineLearning/blob/python-2.7/docs/11.%E4%BD%BF%E7%94%A8Apriori%E7%AE%97%E6%B3%95%E8%BF%9B%E8%A1%8C%E5%85%B3%E8%81%94%E5%88%86%E6%9E%90.md
使用FP-growth算法来高效发现频繁项集	https://github.com/freesource-forstudy/MachineLearning/blob/python-2.7/docs/12.%E4%BD%BF%E7%94%A8FP-growth%E7%AE%97%E6%B3%95%E6%9D%A5%E9%AB%98%E6%95%88%E5%8F%91%E7%8E%B0%E9%A2%91%E7%B9%81%E9%A1%B9%E9%9B%86.md
	https://github.com/freesource-forstudy/MachineLearning#第四部分--其他工具
利用PCA来简化数据	https://github.com/freesource-forstudy/MachineLearning/blob/python-2.7/docs/13.%E5%88%A9%E7%94%A8PCA%E6%9D%A5%E7%AE%80%E5%8C%96%E6%95%B0%E6%8D%AE.md
利用SVD简化数据	https://github.com/freesource-forstudy/MachineLearning/blob/python-2.7/docs/14.%E5%88%A9%E7%94%A8SVD%E7%AE%80%E5%8C%96%E6%95%B0%E6%8D%AE.md
大数据与MapReduce	https://github.com/freesource-forstudy/MachineLearning/blob/python-2.7/docs/15.%E5%A4%A7%E6%95%B0%E6%8D%AE%E4%B8%8EMapReduce.md
	https://github.com/freesource-forstudy/MachineLearning#第五部分--项目实战非课本内容
推荐系统	https://github.com/freesource-forstudy/MachineLearning/blob/python-2.7/docs/16.%E6%8E%A8%E8%8D%90%E7%B3%BB%E7%BB%9F.md
	https://github.com/freesource-forstudy/MachineLearning#阶段性总结
2017-04-08_第一期的总结	https://github.com/freesource-forstudy/MachineLearning/blob/python-2.7/report/2017-04-08_%E7%AC%AC%E4%B8%80%E6%9C%9F%E7%9A%84%E6%80%BB%E7%BB%93.md
	https://github.com/freesource-forstudy/MachineLearning#联系方式
@jiangzhonglian	https://github.com/jiangzhonglian
@毛红动	https://github.com/ElmaDavies
@尤永江	https://github.com/youyj521
@景涛	https://github.com/jingwangfei
@黎荣晋	https://github.com/Leon-Jin
@黄金	https://github.com/KingLiuDao
@王德红	https://github.com/VPrincekin
@段任文	https://github.com/renwenduan
@段任文	https://github.com/renwenduan
@徐昭清	https://github.com/xuzhaoqing
@刘海飞	https://github.com/WindZQ
@程威	https://github.com/mikechengwei
@廖立娟	https://github.com/lljuan330
@张俊皓	https://github.com/marsjhao
@范未太	https://github.com/bigdataf
@jiangzhonglian	https://github.com/jiangzhonglian
@wangyangting	https://github.com/wangyangting
@chenyyx	https://github.com/chenyyx
@geekidentity	https://github.com/geekidentity
@mikechengwei	https://github.com/mikechengwei
@hello19883	https://github.com/hello19883
@sheepmen	https://github.com/sheepmen
@highfei2011	https://github.com/highfei2011
@LeeMoonCh	https://github.com/LeeMoonCh
@caopeirui	https://github.com/caopeirui
@Cugtyt	https://github.com/Cugtyt
ApacheCN(apache中文网) 维护更新	http://www.apachecn.org
关于我们	http://cwiki.apachecn.org/pages/viewpage.action?pageId=2887240
加入我们	http://cwiki.apachecn.org/pages/viewpage.action?pageId=2887239
	https://github.com/freesource-forstudy/MachineLearning#网站视频
知乎问答-爆炸啦-机器学习该怎么入门？	https://www.zhihu.com/question/20691338/answer/248678328
MachineLearning(机器学习) 学习路线图	http://www.apachecn.org/map/145.html
	https://github.com/freesource-forstudy/MachineLearning/blob/python-2.7/images/MainPage/ApacheCN-ML-bilibili-compare.jpg
《机器学习实战-教学版》	https://space.bilibili.com/97678687/#!/channel/detail?cid=22486
《机器学习实战-讨论版》	https://space.bilibili.com/97678687/#!/channel/detail?cid=13045
机器学习初学者建议 \| ApacheCN	http://www.apachecn.org/map/179.html
MachineLearning(机器学习) 学习路线图	http://www.apachecn.org/map/145.html
	http://www.acfun.cn/u/12540256.aspx#page=1
	https://space.bilibili.com/97678687/#!/channel/index
	http://i.youku.com/apachecn
	http://study.163.com/course/courseMain.htm?courseId=1004582003
ApacheCN 组织资源	http://www.apachecn.org/
	https://github.com/freesource-forstudy/MachineLearning#apachecn-组织资源
kaggle: 机器学习竞赛	https://github.com/apachecn/kaggle
TensorFlow R1.2 中文文档	http://cwiki.apachecn.org/pages/viewpage.action?pageId=10030122
机器学习实战-教学	https://github.com/apachecn/MachineLearning
Spark 2.2.0和2.0.2 中文文档	http://spark.apachecn.org/
Zeppelin 0.7.2 中文文档	http://cwiki.apachecn.org/pages/viewpage.action?pageId=10030467
Pytorch 3.0 中文文档	http://pytorch.apachecn.org/cn/0.3.0/
Sklearn 0.19 中文文档	http://sklearn.apachecn.org/
Storm 1.1.0和1.0.1 中文文档	http://storm.apachecn.org/
Kibana 5.2 中文文档	http://cwiki.apachecn.org/pages/viewpage.action?pageId=8159377
LightGBM 中文文档	http://lightgbm.apachecn.org/cn/latest
Kudu 1.4.0 中文文档	http://cwiki.apachecn.org/pages/viewpage.action?pageId=10813594
XGBoost 中文文档	http://xgboost.apachecn.org/cn/latest
Elasticsearch 5.4 中文文档	http://cwiki.apachecn.org/pages/viewpage.action?pageId=4260364
Beam 中文文档	http://beam.apachecn.org/
ml.apachecn.org/mlia	http://ml.apachecn.org/mlia
Readme	https://github.com/freesource-forstudy/MachineLearning#readme-ov-file
GPL-3.0 license	https://github.com/freesource-forstudy/MachineLearning#GPL-3.0-1-ov-file
Please reload this page	https://github.com/freesource-forstudy/MachineLearning
Activity	https://github.com/freesource-forstudy/MachineLearning/activity
Custom properties	https://github.com/freesource-forstudy/MachineLearning/custom-properties
0 stars	https://github.com/freesource-forstudy/MachineLearning/stargazers
3 watching	https://github.com/freesource-forstudy/MachineLearning/watchers
0 forks	https://github.com/freesource-forstudy/MachineLearning/forks
Report repository	https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Ffreesource-forstudy%2FMachineLearning&report=freesource-forstudy+%28user%29
Releases	https://github.com/freesource-forstudy/MachineLearning/releases
2 tags	https://github.com/freesource-forstudy/MachineLearning/tags
Packages 0	https://github.com/orgs/freesource-forstudy/packages?repo_name=MachineLearning
	https://github.com
Terms	https://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacy	https://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Security	https://github.com/security
Status	https://www.githubstatus.com/
Community	https://github.community/
Docs	https://docs.github.com/
Contact	https://support.github.com?tags=dotcom-footer

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URLs of crawlers that visited me.