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100-pandas-puzzles

100 data puzzles for pandas, ranging from short and simple to super tricky (60% complete)

ai-expert-roadmap

Roadmap to becoming an Artificial Intelligence Expert in 2020

airflow

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

algo_trading_and_quant_strategies

Supplemental Material for Algorithmic Trading and Quantitative Strategies

algorithms

Minimal examples of data structures and algorithms in Python

an-introduction-to-statistical-learning

This repository contains the exercises and its solution contained in the book An Introduction to Statistical Learning in python.

awesome-cs-books

经典编程书籍大全，涵盖：计算机系统与网络、系统架构、算法与数据结构、前端开发、后端开发、移动开发、数据库、测试、项目与团队、程序员职业修炼、求职面试等

awesome-english-ebooks

经济学人(含音频)、纽约客、卫报、连线、大西洋月刊等英语杂志免费下载,支持epub、mobi、pdf格式, 每周更新

awesome-quant-machine-learning-trading

Quant/Algorithm trading resources with an emphasis on Machine Learning

books_share

ebooks

causaldiscoverytoolbox

Package for causal inference in graphs and in the pairwise settings. Tools for graph structure recovery and dependencies are included.

causalml

Uplift modeling and causal inference with machine learning algorithms

data-science-notes

数据科学的笔记以及资料搜集

deep-learning-drizzle

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

ds-career-resources

Compilation of resources and insights that helped me on my journey to data scientist

ds-take-home

My solution to the book A Collection of Data Science Take-Home Challenges

encoder2predict

利用Encoder对二分类任务的序列数据进行概率预测

evaluator

feature-selector

Feature selector is a tool for dimensionality reduction of machine learning datasets

interpretable-machine-learning-with-python

Interpretable Machine Learning with Python, published by Packt

jaqs

jx3

kaggle

Kaggle 项目实战（教程） = 文档 + 代码 + 视频

machine_learning_practice

mafengwo_data

medium-unlimited

A browser extension to read medium.com articles for free without membership.

propensity-score-matching

pumpkin-book

《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book

pylift

Uplift modeling package.

python

All Algorithms implemented in Python