Influence Functions Python Packages

tree-influence

Influence Estimation for Gradient-Boosted Decision Trees

pydvl

pyDVL is a library of stable implementations of algorithms for data valuation and influence function computation

moderndid

Scalable, GPU-accelerated Python library for modern difference-in-differences.

pytorch-influence-functions

This is a PyTorch reimplementation of Influence Functions from the ICML2017 best paper: Understanding Black-box Predictions via Influence Functions by Pang Wei Koh and Percy Liang.

doublediff

Scalable, GPU-accelerated Python library for modern difference-in-differences.

causaldid

Modern difference-in-differences estimators.