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:
Provides common reference datasets (IHDP, Twins, ACIC challenge) in an accessible way
Provides a method for generating synthetic data from a standardised terminology
Provides basic learners and methods.
In the future we hope to add more learners as well as further datasets and are looking for contributions from researchers.
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.