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apache-2.0

Model explainability that works seamlessly with 🤗 transformers. Explain your transformers model in just 2 lines of code.

nlp captum transformers deep-learning explainable-ai neural-network computer-vision interpretability machine-learning transformers-model model-explainability natural-language-processing

Created 2020-05-27

278 commits to master branch, last one 10 months ago

331

apache-2.0

Interpretability for sequence generation models 🐛 🔍

captum huggingface transformers deep-learning generative-ai explainable-ai language-model interpretability attribution-methods language-generation sequence-to-sequence large-language-models natural-language-processing

Created 2021-09-14

458 commits to main branch, last one about a month ago

142

apache-2.0

Collection of NLP model explanations and accompanying analysis tools

captum datasets heatmaps transformers saliency-maps explainability explainable-nlp interpretability feature-attribution natural-language-processing

Created 2020-12-10

126 commits to main branch, last one about a year ago

unknown

XAI Tutorial for the Explainable AI track in the ALPS winter school 2021

colab captum pytorch exercises colab-notebook explainability interpretability

Created 2021-01-05

16 commits to main branch, last one 3 years ago