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StarWon's Projects

alphalens icon alphalens

Performance analysis of predictive (alpha) stock factors

awesome-jupyter icon awesome-jupyter

A curated list of awesome Jupyter projects, libraries and resources

basic_statistics_with_python icon basic_statistics_with_python

Introduction to statistics featuring Python. This series of lecture notes aim to walk you through all basic concepts of statistics, such as descriptive statistics, parameter estimations, hypothesis testing, ANOVA and etc. All codes are straightforward to understand.

coding-problems icon coding-problems

Solutions for various coding/algorithmic problems and many useful resources for learning algorithms and data structures

datasciencestudynotes icon datasciencestudynotes

这个仓库保管从（数据科学学习手札69）开始的所有代码、数据等相关附件内容

datasets icon datasets

A collection of datasets of ML problem solving

deap icon deap

Distributed Evolutionary Algorithms in Python

econometrics_with_python icon econometrics_with_python

Tutorials of econometrics featuring Python programming. This is a crash course for reviewing the most important concepts and techniques of basic econometrics, the theories are presented lightly without hustles of derivation and Python codes are straightforward.

faceai icon faceai

一款入门级的人脸、视频、文字检测以及识别的项目.

games icon games

Create interesting games by pure python.

git-recipes icon git-recipes

🥡 Git recipes in Chinese by Zhongyi Tong. 高质量的Git中文教程.

gold-miner icon gold-miner

🥇掘金翻译计划，可能是世界最大最好的英译中技术社区，最懂读者和译者的翻译平台：

gplearn icon gplearn

Genetic Programming in Python, with a scikit-learn inspired API

pandas_alive icon pandas_alive

Create stunning, animated visualisations with Pandas & Matplotlib as easy as calling `df.plot_animated()`

projects icon projects

一个项目的通用模板（python）

pyfolio icon pyfolio

Portfolio and risk analytics in Python

python-data-science-handbook icon python-data-science-handbook

A Chinese translation of Jake Vanderplas' "Python Data Science Handbook". 《Python数据科学手册》在线Jupyter notebook中文翻译

tools icon tools

Some useful tools written in python.

tutorials icon tutorials

AI-related tutorials. Access any of them for free → https://towardsai.net/editorial

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