Projects in Awesome Lists tagged with influence-functions
A curated list of projects in awesome lists tagged with influence-functions .
https://github.com/nimarb/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.
deep-learning influence-functions pytorch pytorch-implementation
Last synced: 04 Apr 2025
https://github.com/aai-institute/pyDVL
pyDVL is a library of stable implementations of algorithms for data valuation and influence function computation
banzhaf-index data-centric-ai data-cleaning data-pruning data-quality data-valuation game-theory influence-functions least-core machine-learning robust-machine-learning shapley-value transferlab
Last synced: 11 May 2025
https://github.com/alstonlo/torch-influence
A simple PyTorch implementation of influence functions.
deep-learning influence-functions interpretability machine-learning
Last synced: 04 Oct 2025
https://github.com/pomonam/kronfluence
Influence Functions with (Eigenvalue-corrected) Kronecker-Factored Approximate Curvature
Last synced: 23 Sep 2025
https://github.com/bsharchilev/influence_boosting
Supporting code for the paper "Finding Influential Training Samples for Gradient Boosted Decision Trees"
catboost gradient-boosting influence-functions machine-learning machine-learning-algorithms paper python
Last synced: 27 Mar 2025
https://github.com/deel-ai/influenciae
đź‘‹ Influenciae is a Tensorflow Toolbox for Influence Functions
explainability explainable-ai fairness-ai influence-functions misclassification outlier-detection
Last synced: 16 May 2025
https://github.com/sail-sg/d-trak
Intriguing Properties of Data Attribution on Diffusion Models (ICLR 2024)
attribution data-attribution data-centric-ai data-valuation ddpm diffusion-models influence-functions interpretability stable-diffusion
Last synced: 07 Jul 2025
https://github.com/pomonam/jax-influence
A simple Jax implementation of influence functions.
Last synced: 13 Sep 2025
https://github.com/mortonwang/geo_if
This is an implementation of the paper ”Interpreting Twitter User Geolocation“.
gnn influence-functions interpretability twitter-geolocation
Last synced: 16 May 2025
https://github.com/jordandeklerk/didpy
Python package implementing modern DiD estimators with diagnostic tools and sensitivity analysis.
bootstrap-estimator causal-inference difference-in-differences influence-functions inverse-probability-weighting propensity-scores
Last synced: 30 Jul 2025
