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ipythonexercise icon ipythonexercise

该项目用于学习“利用python进行数据处理”这本书时代码练习的保存

jd icon jd

2017 Global Data Challenge Hosted by JD Finance / JDD—2017京东金融全球数据探索者大赛 金融信贷需求预测

jd- icon jd-

登录行为风险预测比赛源码

jdata icon jdata

京东JData算法大赛-高潜用户购买意向预测入门程序(starter code)

jpmml-sklearn icon jpmml-sklearn

Java library and command-line application for converting Scikit-Learn pipelines to PMML

lc icon lc

LendingClub 贷款数据分析,分析平台个人贷款业务特点、贷款客户特征、贷款违约影响因素,并构建贷款违约预测模型。

learn-pandas icon learn-pandas

Tutorials on how to use pandas effectively to do data analysis

leeml-notes icon leeml-notes

李宏毅《机器学习》笔记,在线阅读地址:https://datawhalechina.github.io/leeml-notes

listed-company-news-crawl-and-text-analysis icon listed-company-news-crawl-and-text-analysis

从新浪财经、每经网、金融界、**证券网、证券时报网上,爬取上市公司(个股)的历史新闻文本数据进行文本分析、提取特征集,然后利用SVM、随机森林等分类器进行训练,最后对实施抓取的新闻数据进行分类预测

loan-risk-prediction icon loan-risk-prediction

💖基于机器学习的贷中风险预测模型--江苏银行“随e融”杯--二等奖💖

machine-learning icon machine-learning

:zap:机器学习实战(Python3):kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归

machine-learning-learning-notes icon machine-learning-learning-notes

周志华《机器学习》又称西瓜书是一本较为全面的书籍,书中详细介绍了机器学习领域不同类型的算法(例如:监督学习、无监督学习、半监督学习、强化学习、集成降维、特征选择等),记录了本人在学习过程中的理解思路与扩展知识点,希望对新人阅读西瓜书有所帮助!

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