Search Results - RepositoryStats

97

1.3k

apache-2.0

21

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 about a year ago

36

377

apache-2.0

10

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

469 commits to main branch, last one 11 days ago

8

145

apache-2.0

5

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

7

58

unknown

5

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

13

46

unknown

3

Overview of different model interpretability libraries.

lime shap captum tf-explain model-interpretation model-interpretability

Created 2019-12-15

17 commits to master branch, last one 2 years ago