angelamzhou

chirho

An experimental language for causal reasoning

the-algorithm

Source code for Twitter's Recommendation Algorithm

investigation-vi-spdat

COVID

PyEPO

A PyTorch-based End-to-End Predict-then-Optimize Library for Linear and Integer Programming

ddop

https://opimwue.github.io/ddop/.

continuous-policy-learning

interventions-disparate-impact-responders

Assessing Disparate Impacts of Personalized Interventions: Identifiability and Bounds

EconML

ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its goals is to build a toolkit that combines state-of-the-art machine learning techniques with econometrics in order to bring automation to complex causal inference problems. To date, the ALICE Python SDK (econml) implements orthogonal machine learning algorithms such as the double machine learning work of Chernozhukov et al. This toolkit is designed to measure the causal effect of some treatment variable(s) t on an outcome variable y, controlling for a set of features x.

zr-obp

Open Bandit Pipeline: a python library for bandit algorithms and off-policy evaluation

COBS

OPE Tools based on Empirical Study of Off Policy Policy Estimation paper.

mec_equil

'math+econ+code' masterclass on equilibrium transport and matching models in economics

opendata4covid19

Korean COVID-19 data extraction

orie7191

Materials for ORIE 7191: Topics in Optimization for Machine Learning

8up-zine

A LaTeX template for a single-sheet zine.

socialmediaparse

ark-twokenize-py

Python port of the Twokenize class of ark-tweet-nlp

poetry-generator

A Python2 based Backus-Naur poetry generator

PixelKit-Bootstrap-UI-Kits

Free UI Kits built on Bootstrap for any developer that wants to build a cool looking and functional website. Enjoy!