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Search results for python influence functions

influence-functions x

8 search results found

Pytorch_influence_functions ⭐ 168

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.

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

Influence_boosting ⭐ 43

Supporting code for the paper "Finding Influential Training Samples for Gradient Boosted Decision Trees"

Influenciae ⭐ 42

👋 Influenciae is a Tensorflow Toolbox for Influence Functions

Influence_subsampling ⭐ 38

Official Implementation of Unweighted Data Subsampling via Influence Function - AAAI 2020

Influencecl ⭐ 18

[CVPR 2023] Regularizing Second-Order Influences for Continual Learning

Torch Influence ⭐ 12

A simple PyTorch implementation of influence functions.

Tree_influence ⭐ 7

Influence Estimation for Gradient-Boosted Decision Trees

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