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An open API service indexing awesome lists of open source software.

Projects in Awesome Lists tagged with feature-attribution

A curated list of projects in awesome lists tagged with feature-attribution .

https://github.com/pytorch/captum

Model interpretability and understanding for PyTorch

feature-attribution feature-importance interpretability interpretable-ai interpretable-ml

Last synced: 13 May 2025

https://github.com/chr5tphr/zennit

Zennit is a high-level framework in Python using PyTorch for explaining/exploring neural networks using attribution methods like LRP.

attribution deep-learning explainability explainable-ai feature-attribution interpretability interpretable-ai interpretable-ml lrp machine-learning python pytorch xai

Last synced: 09 Apr 2025

https://github.com/gsarti/pecore

Materials for "Quantifying the Plausibility of Context Reliance in Neural Machine Translation" at ICLR'24 🐑 🐑

document-level-nmt explainable-ai feature-attribution interpretability language-model large-language-models machine-translation

Last synced: 07 May 2025

https://github.com/gsarti/lcl23-xnlm-lab

Materials for the Lab "Explaining Neural Language Models from Internal Representations to Model Predictions" at AILC LCL 2023 🔍

ailc diagnostic-classifiers feature-attribution ferret inseq interpretability lab probing-task transformers tutorial xai

Last synced: 15 Apr 2025

https://github.com/hbaniecki/compress-then-explain

Efficient and accurate explanation estimation with distribution compression (ICLR 2025 Spotlight)

dalex explainable-ai feature-attribution goodpoints interpretable-machine-learning kernel-thinning pdp sage shap

Last synced: 11 Apr 2025