causallib

[khuyentran1401]

About the requester

Name: Khuyen Tran
GitHub username: @khuyentran1401

Information about the product

• Name: causallib
• URL: https://github.com/BiomedSciAI/causallib

Which areas does this product focus on?

Data Science; Machine Learning/AI; Python

What problems does this product solves?

It enables estimating the causal effect of an intervention on some outcome from real-world non-experimental observational data.

What are the most impressive features of this product?

The fit-and-predict-like API makes it possible to train on one set of examples and estimate an effect on the other (out-of-bag), which allows for a more "honest"1 effect estimation.