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murphy's Projects

awesome-python-cn icon awesome-python-cn

Python资源大全中文版，包括：Web框架、网络爬虫、模板引擎、数据库、数据可视化、图片处理等，由「开源前哨」和「Python开发者」微信公号团队维护更新。

dxy-covid-19-data icon dxy-covid-19-data

2019新型冠状病毒疫情时间序列数据仓库 | COVID-19/2019-nCoV Infection Time Series Data Warehouse

ecommercecrawlers icon ecommercecrawlers

实战🐍多种网站、电商数据爬虫🕷。包含🕸：淘宝商品、微信公众号、大众点评、招聘网站、闲鱼、阿里任务、博客园、微博、百度贴吧、豆瓣电影、包图网、全景网、豆瓣音乐、某省药监局、搜狐新闻、机器学习文本采集、fofa资产采集、汽车之家、国家统计局、百度关键词收录数、蜘蛛泛目录、今日头条、豆瓣影评、携程、小米应用商店❤️❤️❤️。微信爬虫展示项目:

fuzzycmeans icon fuzzycmeans

A Python implementation of Fuzzy C Means Clustering algorithm.

jobs-search icon jobs-search

:spider:招聘网站爬虫合集，不定期更新分支

kaggle_titanic icon kaggle_titanic

the data and ipython notebook of my attempt to solve the kaggle titanic problem

open-learning-analytics-prediction icon open-learning-analytics-prediction

Predicted students’ success in an online course using regression, clustering and classification methods. We have a mix of categorical and numeric inputs present in the OULA datasets that are in csv file formats and contain information for more than 30,000 students pertaining to 7 distance learning courses, student demographics, course assessments and student interaction with virtual learning environment. We have merged tables together using unique identifiers

open_university_analytics icon open_university_analytics

Repository for Analysis of Open University Learning Analytics Dataset (OULAD). It contains data about courses, students and their interactions with Virtual Learning Environment (VLE) for seven selected courses (called modules).

pydata-book icon pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

recruit icon recruit

recruit 招聘爬虫+数据分析 1.爬虫： 采用Scrapy 分布式爬虫技术，使用mongodb作为数据存储，爬取的网站Demo为51job，数据我目前爬了有几千条 2.数据处理： 采用pandas对爬取的数据进行清洗和处理 2.数据分析： 采用flask后端获取mongodb数据，前端使用bootstrap3.echarts以及D3的词云图，如果喜欢请star or Fork,预览详见

student-performance-prediction icon student-performance-prediction

This repository contains the R and Python code that I used to predict the performance of students at the UK's Open University with data from the Open University Learning Analytics Dataset (OULAD) retrieved from: https://analyse.kmi.open.ac.uk/open_dataset.

testing icon testing

:hourglass: 软件测试理论总结，Selenium学习

web icon web

前端入门和进阶学习笔记，超详细的Web前端学习图文教程。从零开始学前端，做一名精致的前端工程师。持续更新...

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