"Talk is cheap. Show me the code."
— Linus Torvalds
My own (0.9 humorous, 0.1 serious) adaptation of the quote above is: "Code is cheap. Show me the proof."
Software
Below are some of the packages from my projects that mights be of interest to others.
(Note that only code with broader utility across different current and future projects is packaged and included here.
For project-specific standalone code, see the research page.)
I am fortunate to have collaborators who are better at software development than I am, and who have contributed to the implementation and maintenance of these packages—a labor of love.
My contribution to these is primarily in designing the underlying methods, supported by theoretical guarantees, and some testing and debugging.
sklearn_ensemble_cv: Methods for ensemble cross-validation [Python]
ssepy: Methods for efficient model evaluation through stratified sampling [Python]
cimat: Methods for constructing confidence intervals for 1:1 matching tasks [Python]