attribution-methods

There are 0 repository under attribution-methods topic.

inseq-team / inseq
Interpretability for sequence generation models 🐛 🔍
interpretability deep-learning transformers explainable-ai captum huggingface attribution-methods natural-language-processing generative-ai language-generation language-model large-language-models sequence-to-sequence
Language:Python 444
Julia-XAI / ExplainableAI.jl
Explainable AI in Julia.
xai lrp interpretability interpretable-ai feature-attribution julia attribution-methods explainable-ai
Language:Julia 116
ACE
Piyushi-0 / ACE
Code for our ICML '19 paper: Neural Network Attributions: A Causal Perspective.
attribution-methods causality deep-learning icml machine-learning neural-network
Language:Jupyter Notebook 51
frankaging / BERT-LRP
On Explaining Your Explanations of BERT: An Empirical Study with Sequence Classification
bert mutli-gpu attribution-extraction ready-to-use sensitivity-analysis sentiment-analysis relevance-scores decision gradient-hooks attribution-methods saliency-detection
Language:Jupyter Notebook 29
Betswish / MIRAGE
Easy-to-use MIRAGE code for faithful answer attribution in RAG applications. Paper: https://aclanthology.org/2024.emnlp-main.347/
attribution-methods interpretability model-internals nlp retrieval-augmented-generation
Language:Python 25
evanseitz / squid-nn
surrogate quantitative interpretability for deepnets
attribution-methods explainable-ai model-interpretability motif-analysis regulatory-genomics surrogate-modelling
Language:Python 24
shinkyo0513 / Towards-Visually-Explaining-Video-Understanding-Networks-With-Perturbation
Attribution (or visual explanation) methods for understanding video classification networks. Demo codes for WACV2021 paper: Towards Visually Explaining Video Understanding Networks with Perturbation.
attribution-methods action-recognition video-classification interpretable-deep-learning deep-learning-visualization epic-kitchens
Language:Python 20
sukrutrao / Attribution-Evaluation
Code for the paper: Towards Better Understanding Attribution Methods. CVPR 2022.
attribution-methods computer-vision cvpr2022 deep-learning evaluation-metrics explainability python
Language:Python 16
saurabheights / ROAR
Metrics for evaluating interpretability methods.
attribution-methods attribution-metrics deep-neural-networks interpretability-methods morf neural-networks python pytorch roar
Language:Python 8
jordan7186 / GAtt
Source code for the GAtt method in "Faithful and Accurate Self-Attention Attribution for Message Passing Neural Networks via the Computation Tree Viewpoint".
attention attention-mechanism attribution-methods graph-attention-model graph-attention-networks explainable-ai python xai
Language:Jupyter Notebook 4
shinkyo0513 / Spatio-Temporal-Perturbations-for-Video-Attribution
The source code for the journal paper: Spatio-Temporal Perturbations for Video Attribution, TCSVT-2021
video-understanding interpretable-deep-learning action-recognition weakly-supervised-action-detection attribution-methods
Language:Python 4
evanseitz / squid-manuscript
squid repository for manuscript analysis
attribution-methods explainable-ai model-interpretability motif-analysis regulatory-genomics surrogate-modelling
Language:Python 2
kgourgou / setfit-integrated-gradients
Hacking SetFit so that it works with integrated gradients.
attribution-methods machine-learning setfit few-shot-learning nlp-machine-learning
Language:Python 2
Piyushi-0 / SEA-NN
Code for our AISTATS '22 paper: Improving Attribution Methods by Learning Submodular Functions.
aistats attribution-methods deep-learning neural-network pytorch submodularity
Language:Jupyter Notebook 1
kotiyalanurag / Exploring-Data-Augmentation-Methods-through-Attribution
Code for my master thesis at CAISA Lab (Bonn, Germany).
Language:Python