rguo12 / awesome-causality-algorithms

An index of algorithms for learning causality with data
MIT License
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Add JustCause as a toolbox for evaluation #3

Closed MaximilianFranz closed 4 years ago

MaximilianFranz commented 4 years ago

Proposing to add JustCause to the list of toolboxes in my own interest as a co-author.

JustCause aims to simplify and standardise the evaluation of causal effect estimation methods, which I found in my thesis to be an error prone and non-trivial task given the importance of the underlying data generating processes.

JustCause:

In the future we hope to add more learners as well as further datasets and are looking for contributions from researchers.

rguo12 commented 4 years ago

Yes, we should add more datasets especially considering the evaluation of causality related areas is not that solid in current stage.