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Deep Causal Graphs - a Causal Query Estimation framework

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dcg - Deep Causal Graphs

This repository contains all three libraries necessary for training Deep Causal Graphs (DCG), models for causal query estimation without estimands.

The "thesis" release includes a zip file with all experiments included in the dissertation.

Installation

Install all three libraries here included with pip (preferably using a virtual environment) in the following order:

pip3 install -e torch-misc
pip3 install -e flow
pip3 install -e dcg

Tutorial

We have created a tutorial for the dcg library, which you can find in the tutorial/ folder.

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Deep Causal Graphs - a Causal Query Estimation framework

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