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rguo12 / awesome-causality-algorithms

An index of algorithms for learning causality with data
MIT License
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Adding Causal Transformer from pre-print "Causal Transformer for Estimating Counterfactual Outcomes" #27

Closed Valentyn1997 closed 2 years ago

Valentyn1997 commented 2 years ago

I wanted to modestly propose expanding "Learning Time Varying/Dependent Causal Effects" section with our pre-print "Causal Transformer for Estimating Counterfactual Outcomes".

The code (https://github.com/Valentyn1997/CausalTransformer) also contains the PyTorch-Lightning implementation of other baselines over time, e.g., CRN, RMSN or MSMs.

I can create a corresponding pull request if you don't mind.

Best regards, Valentyn

rguo12 commented 2 years ago

added