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Mingo Liu's Projects

autotest-framework icon autotest-framework

UI自动化测试框架,支持APP、Web、HTML5三端, 基于SpringBoot框架, 采用Page Object设计模式,基于 TestNG 测试框架构建测试用例,支持消息通知、失败截屏、HTTP 报告、并发执行等特性

id-generator icon id-generator

生成19位的Long ID、22位的短UUID、卡号、短卡号、带校验码卡号、激活码、付款码、数据加密、手机号加密、带失效时间的数字加密。生成器是分布式,支持多负载,无需数据库、redis或者zk作为ID分配的key。ID分配无需RPC调用,基于本地内存计算,结构简单,可靠性和性能比较高。

mining-keywords icon mining-keywords

文本关键词提取,对文本分词后使用多种方法提取给定语料中的关键词,包含结巴自带的 TF-IDF 算法、TextRank 算法、Scikit-Learn 包中的 TF-IDF

product-category-predict icon product-category-predict

商品类目预测,使用 Spring Boot 开发框架和 Spark MLlib 机器学习框架,通过 TF-IDF 和 Bayes 算法,训练出一个商品类目预测模型。该模型可以根据商品名称自动预测出商品类目。项目对外提供 RESTFul 接口。

product-relation-mining icon product-relation-mining

商品关联关系挖掘,使用Spring Boot开发框架和Spark MLlib机器学习框架,通过FP-Growth算法,分析用户的购物车商品数据,挖掘商品之间的关联关系。项目对外提供RESTFul接口。

sales-business icon sales-business

一个简易电商系统,包含商品、订单、会员及支付子系统

tss-lib icon tss-lib

Threshold Signature Scheme, for ECDSA and EDDSA

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