Apache Spark & Python (pySpark) tutorials for Big Data Analysis and Machine Learning as IPython / Jupyter notebooks

Recipes for using Python's pandas library

pandas中文教程

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

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PyCon 2015 Pandas tutorial materials

This repository contains Spark, MLlib, PySpark and Dataframes projects

Getting start with PySpark and MLlib

Practice your pandas skills!

python爬虫教程系列、从0到1学习python爬虫，包括浏览器抓包，手机APP抓包，如 fiddler、mitmproxy，各种爬虫涉及的模块的使用，如：requests、beautifulSoup、selenium、appium、scrapy等，以及IP代理，验证码识别，Mysql，MongoDB数据库的python使用，多线程多进程爬虫的使用，css 爬虫加密逆向破解，JS爬虫逆向，…

爬虫集合

手写实现李航《统计学习方法》书中全部算法

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

An Introduction to Statistical Learning with Applications in PYTHON

面试题

A JavaScript / TypeScript / Python / C# / PHP cryptocurrency trading API with support for more than 100 bitcoin/altcoin exchanges

Code for Machine Learning for Algorithmic Trading, 2nd edition.

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Models and examples built with TensorFlow

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

数据分析，挖掘建模。

Algorithmic trading using machine learning.