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Bill Yuan's Projects

agriculture_knowledgegraph icon agriculture_knowledgegraph

农业知识图谱(AgriKG):农业领域的信息检索,命名实体识别,关系抽取,智能问答,辅助决策

deeplearning-500-questions icon deeplearning-500-questions

深度学习500问,以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述,以帮助自己及有需要的读者。 全书分为18个章节,近30万字。由于水平有限,书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作,联系[email protected] 版权所有,违权必究 Tan 2018.06

imageprocess2016 icon imageprocess2016

Final project of my Image Process class as an GUI system of Image Process

leetcode icon leetcode

LeetCode Solutions: A Record of My Problem Solving Journey.( leetcode题解,记录自己的leetcode解题之路。)

logisticregressionpipeline icon logisticregressionpipeline

分别基于statsmodels和scikit-learn实现两种可用于sklearn pipeline的 LogisticRegression,并输出相应的报告

practice_of_intelligent_risk_control icon practice_of_intelligent_risk_control

《智能风控实践指南:从模型、特征到决策》代码。 《智能风控实践指南:从模型、特征到决策》书籍配套Python代码。

radar icon radar

实时风控引擎(Risk Engine),自定义规则引擎(Rule Script),完美支持中文,适用于反欺诈(Anti-fraud)应用场景,开箱即用!!!移动互联网时代的风险管理利器,你 Get 到了吗?

scorecardpipeline icon scorecardpipeline

scorecardpipeline封装了toad、scorecardpy、optbinning等评分卡建模相关组件,API风格与sklearn高度一致,支持pipeline式端到端评分卡建模、模型报告输出、导出PMML文件、超参数搜索等

v2rayn icon v2rayn

A V2Ray client for Windows, support Xray core and v2fly core

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