model interpretation with LIME and SHAP - Githubissues

tarrade / proj_multilingual_text_classification

Explore multilingal text classification using embedding, bert and deep learning architecture

Apache License 2.0

5 stars 2 forks source link

model interpretation with LIME and SHAP #23

Open tarrade opened 4 years ago

vluechinger commented 4 years ago

Looked at two useful medium articles to understand these tools: LIME: https://towardsdatascience.com/understanding-model-predictions-with-lime-a582fdff3a3b SHAP: https://towardsdatascience.com/shap-a-reliable-way-to-analyze-your-model-interpretability-874294d30af6

tarrade commented 4 years ago

one tutorial I have open on my computer : https://towardsdatascience.com/explain-nlp-models-with-lime-shap-5c5a9f84d59b

tarrade commented 4 years ago

done for LIME