Methods and Tools for Causal Discovery and Causal Inference

By Ana Rita Nogueira, Andrea Pugnana, Salvatore Ruggieri, Dino Pedreschi and Joao Gama.

Introduction

This page is used as a support for the paper

Ana Rita Nogueira, Andrea Pugnana, Salvatore Ruggieri, Dino Pedrschi, Joao Gama. Methods and Tools for Causal Discovery and Causal Inference. 2021, submitted for pubblication.

The repository contains two main folders corresponding to sections in the paper:

• Causal Discovery;
• Causal Estimation.

Each of these folders contains a list of files to reproduce the examples in the paper and a list of tools for practitioners. Each tool is linked to its original documentation in order to have a practical and updated toolkit for different causal tasks.