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minxue's Projects

alink icon alink

Alink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform.

aswan icon aswan

陌陌风控系统静态规则引擎，零基础简易便捷的配置多种复杂规则，实时高效管控用户异常行为。

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，50余万字。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

fate icon fate

An Industrial Level Federated Learning Framework

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

modelarts-lab icon modelarts-lab

ModelArts-Lab是示例代码库。更多AI开发学习交流信息，请访问华为云AI开发者社区：huaweicloud.ai

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？

userbehavioranalysis icon userbehavioranalysis

模拟电商系统上线运行一段时间后，根据收集到大量的用户行为数据，利用大数据技术（Flink）进行深入挖掘和分析，进而得到感兴趣的商业指标并增强对风险的控制。 整体可以分为用户行为习惯数据和业务行为数据两大类。用户的行为习惯数据包括了用户的登录方式、上线的时间点及时长、点击和浏览页面、页面停留时间以及页面跳转等等，从中进行流量统计和热门商品的统计，并深入挖掘用户的特征；业务行为数据分为两类：一类是能够明显地表现出用户兴趣的行为，比如对商品的收藏、喜欢、评分和评价，对数据进行深入分析，得到用户画像，进而对用户给出个性化的推荐商品列表；另一类则是常规的业务操作，关注异常状况以做好风控，比如登录和订单支付。

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