8 results found Sort:

nimarb
pytorch_influence_functions nimarb
71
322
other
7
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.
pytorch deep-learning influence-functions pytorch-implementation
Created 2019-11-30
18 commits to master branch, last one 3 years ago
pomonam
kronfluence pomonam
12
115
apache-2.0
6
Influence Functions with (Eigenvalue-corrected) Kronecker-Factored Approximate Curvature
pytorch influence-functions
Created 2024-03-12
534 commits to main branch, last one 4 months ago
aai-institute
pyDVL aai-institute
8
110
lgpl-3.0
5
pyDVL is a library of stable implementations of algorithms for data valuation and influence function computation
least-core game-theory transferlab data-pruning data-quality banzhaf-index data-cleaning shapley-value data-valuation data-centric-ai machine-learning influence-functions robust-machine-learning
Created 2021-04-02
3,956 commits to develop branch, last one 3 months ago
alstonlo
torch-influence alstonlo
11
80
apache-2.0
3
A simple PyTorch implementation of influence functions.
deep-learning interpretability machine-learning influence-functions
Created 2022-07-01
7 commits to main branch, last one 2 years ago
bsharchilev
influence_boosting bsharchilev
18
67
unknown
7
Supporting code for the paper "Finding Influential Training Samples for Gradient Boosted Decision Trees"
paper python catboost machine-learning gradient-boosting influence-functions machine-learning-algorithms
Created 2018-02-15
30 commits to master branch, last one 6 months ago
RyanWangZf
Influence_Subsampling RyanWangZf
16
65
mit
6
Official Implementation of Unweighted Data Subsampling via Influence Function - AAAI 2020
aaai aaai2020 newton-cg subsampling noisy-labels influence-functions truncated-newton-method
Created 2019-11-12
20 commits to master branch, last one 3 years ago
deel-ai
influenciae deel-ai
3
56
other
3
👋 Influenciae is a Tensorflow Toolbox for Influence Functions
fairness-ai explainability explainable-ai misclassification outlier-detection influence-functions
Created 2021-10-04
193 commits to main branch, last one 8 months ago
feifeiobama
InfluenceCL feifeiobama
3
34
mit
1
[CVPR 2023] Regularizing Second-Order Influences for Continual Learning
continual-learning influence-functions
Created 2023-02-28
7 commits to main branch, last one about a year ago