My PR to the #EconML #PyWhy #opensource #causalai project was merged! 🎉 I made a small contribution by allowing a flexible choice of evaluation metric for scoring both the first stage and final stage models in Double Machine Learning (#DML).
#CausalInference #machinelearning #datascience

For its age, Tetrad www.cmu.edu/dietrich/phi... holds up a lot better than most data analysis libraries from the era and saw real use, if mostly in bio, and successors like PyWhy are reasonably maintained. A lot of it is kind of niche and doesn't live up to the early hype, but what does?

なんとかpyでいうとこんなPyWhyってやつも見つけた。因果的機械学習とでもいうんですかね。pyなんとかなんで逆だけど。

www.pywhy.org

These days (in Python) my goto libraries are pyWhy (doWhy), causal-learn and your library 'causality'.

Everything else, as need be, am building my own little one, but its not generic one in a long way.. more tailored to my needs..