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100-days-of-ml-code

100 Days of ML Coding

ad-papers

Papers on Computational Advertising

algo

Set up a personal VPN in the cloud

arxausality

A every-so-often-updated collection of every causality + machine learning paper submitted to arXiv in the recent past.

awesome-causality-algorithms

An index of algorithms for learning causality with data

causalgraphs

R code for causal graph animations

data8-textbook-zh

:book: [译] UCB DATA8 计算与推断思维

db-readings

Readings in Databases

dowhy

DoWhy is a Python library that makes it easy to estimate causal effects. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.

expcourse

Course materials for "Experimentation and Causal Inference"

grokking_algorithms

Code for the book Grokking Algorithms (http://manning.com/bhargava)

introcausality

Class materials for "Economics, Causality, and Analytics"

lantern-binaries

Lantern installers binary downloads.

lmpythw-zh

:book: [译] 笨办法学 Python · 续

machine-learning-yearning

Translation of <Machine Learning Yearning> by Andrew NG

machine-learning-yearning-cn

Machine Learning Yearning 中文版官方授权翻译仓库

mathematicsbiostatisticsbootcamp2

The github repository for mathematical biostatistics bootcamp 2

mining-the-social-web-2nd-edition

The official online compendium for Mining the Social Web, 2nd Edition (O'Reilly, 2013)

ml-for-humans-zh

:book: [译] 写给人类的机器学习

my-twitter-app

pydata-book

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

q

q - Run SQL directly on CSV or TSV files

r4ds

R for data science

r4ds-solutions

Solutions and notes on R 4 Data Science

r4ds_solutions

raos-examples

Regression and other stories R examples

rethinking

Statistical Rethinking course and book package

rtb-papers

A collection of research and survey papers of real-time bidding (RTB) based display advertising techniques.

soc412

SOC 412: Designing Field Experiments at Scale. Public repository for assignments and example code

soc596_f2016

Computational Social Science (SOC 596), Fall 2016