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hughimr's Projects

kaggle-seeclickfix-ensemble icon kaggle-seeclickfix-ensemble

Prize winning solution to the SeeClickFix contest hosted on Kaggle, developed by teammates Bryan Gregory and Miroslaw Horbal. The purpose of the contest was to train a model (as scored by RMSLE) using supervised learning that will accurately predict the views, votes, and comments that an issue posted to the www.seeclickfix.com website will receive. My teammate and I used this ensemble code base to combine our top ranked individual models to create a prize-winning solution, defeating >500 other teams and winning a prize of $1,000.

lightnlp icon lightnlp

基于Pytorch和torchtext的自然语言处理深度学习框架,包含序列标注、文本分类、句子关系、文本生成、结构分析、五大功能模块,已实现了命名实体识别、中文分词、词性标注、语义角色标注、情感分析、关系抽取、语言模型、文本相似度、文本蕴含、依存句法分析、词向量训练等功能。框架功能丰富,开箱可用,极易上手!基本都是学习他人实现然后自己修改融合到框架中,没有细致调参,且有不少Bug~

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!

opencron icon opencron

opencron,a better crontab!Let's crontab easy!

pyodide icon pyodide

The Python scientific stack, compiled to WebAssembly

shap icon shap

A unified approach to explain the output of any machine learning model.

signature_algorithm icon signature_algorithm

各种App、小程序、网站的请求签名或加密算法。 现已有:自如、小红书、蛋壳公寓、luckin coffee(瑞幸咖啡)、bangkokair(曼谷航空)

spidercrackdemo icon spidercrackdemo

各站【爬虫】【数据解密】【内容解析】【自动登陆】【反爬处理】大众点评 | 淘宝 | 京东 | 美团 | 天眼查 | 51Job | github | token解密

spider_index icon spider_index

爬取百度指数和阿里指数,采用selenium,存入hbase,验证码自动识别,多线程控制

streamlit icon streamlit

Streamlit — The fastest way to build custom ML tools

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