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/*.egg-info | ||
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# Python venv | ||
/venv | ||
/venv | ||
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*html |
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# Exmap | ||
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## Description | ||
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Exmap is a Python package with allows users to generate maps based on an interpretable machine learning prediction. The current version of the package supports interpretation of the popular gradient boosting algorithm implementation [XGBoost](https://xgboost.readthedocs.io). | ||
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The interpretations under the hood are achieved by using [LIME](https://github.com/marcotcr/lime), and the maps are generated by using [Folium](https://github.com/python-visualization/folium) (a Python based wrapper for Leaflet.js). | ||
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Below you can have a look at am example generated map (based on the 2016 US Elections): | ||
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![](screenshot.png) | ||
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## Installation instructions | ||
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## Development workflow |
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