code
I release code and documentation for each manuscript in github repositories.
I also try to create easy-to-use data science tools for social scientists:
-
I developed the Python construct-tracker package to measure the psychological constructs in text of your choosing through a variety of methods.
-
I contributed to the pydra-ml package that can train and compare many machine learning models, validated using bootstrapping (instead of cross-validation) and accelerated through parallel processing.