Pinned Repositories
bambi
BAyesian Model-Building Interface (Bambi) in Python.
BookCode_Edition1
DoWhy_Bambi_CausalPy
Exploring problem spaces in which all 3 packages may apply (or at least 2)
NCSU
jhelvy_distill
Source files for my personal website, built using the {distill} R package and deployed with netlify
EconML
ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its goals is to build a toolkit that combines state-of-the-art machine learning techniques with econometrics in order to bring automation to complex causal inference problems. To date, the ALICE Python SDK (econml) implements orthogonal machine learning algorithms such as the double machine learning work of Chernozhukov et al. This toolkit is designed to measure the causal effect of some treatment variable(s) t on an outcome variable y, controlling for a set of features x.
dclengacher's Repositories
dclengacher/DoWhy_Bambi_CausalPy
Exploring problem spaces in which all 3 packages may apply (or at least 2)
dclengacher/NCSU