causality topic

Code for our ICML '19 paper: Neural Network Attributions: A Causal Perspective.

Piyushi-0

Python tools for regression discontinuity designs

evan-magnusson

My collection of causal inference algorithms built on top of accessible, simple, out-of-the-box ML methods, aimed at being explainable and useful in the business context

gdmarmerola

AAAI 22 - Training a Resilient Q-Network against Observational Interference, Causal Inference Q-Networks

huckiyang

Code for the Structural Agnostic Model (https://arxiv.org/abs/1803.04929)

diviyank

Code to reproduce our paper on probabilistic algorithmic recourse: https://arxiv.org/abs/2006.06831

charmlab

Automated Storytelling via Causal, Commonsense Plot Ordering

rajammanabrolu

A curated list of trustworthy deep learning papers. Daily updating...

MinghuiChen43

A Brief Overview of Causal Inference (xaringan presentation)

tjohnson250

In which I play with the ideas surrounding causality

ericmjl