Home for explainer documents originated by the Microsoft Edge team
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Jul 18, 2020 - HTML
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explainer
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The Interpret Community extends Interpret repo with additional interpretability techniques and utility functions to handle real-world datasets and workflows.
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Jul 18, 2020 - Python
A library that incorporates state-of-the-art explainers for text-based machine learning models and visualizes the result with a built-in dashboard.
python
nlp
npm
text-classification
jupyter-notebook
azure-sdk
data-scientists
data-analyst
linear-models
nlp-models
visualization-dashboard
explainer
black-box-explanations
local-explanations
text-interpretability
nlp-scenarios
glass-box-explainers
grey-box-explainers
microsoft-azureml
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Jul 9, 2020 - Python
explainerdashboard is a python package for generating analytical dashboards that explain the inner workings of so-called "blackbox" machine learning models.
dashboard
plotly
dash
data-scientists
model-predictions
interactive-plots
interactive-dashboards
xai
inner-workings
shap
explainer
xai-library
shap-values
permutation-importances
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Jul 16, 2020 - Jupyter Notebook
Explainers for several kinds of units proposed for inclusion in CSS (and SCSS and LESS)
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Apr 7, 2020
A small exposition of the uses, terminology and practice of the Apache Camel framework
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Mar 29, 2020 - Java
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