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shapash - 🔅 Shapash makes Machine Learning models transparent and understandable by everyone

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Shapash is a Python library which aims to make machine learning interpretable and understandable by everyone. It provides several types of visualization that display explicit labels that everyone can understand. Data Scientists can understand their models easily and share their results. End users can understand the decision proposed by a model using a summary of the most influential criteria.

algorithm-ethics - A collection of resources and tools designed to provide guidelines for ethical modeling


This repository contains a collection of materials designed to assist in the creation of ethical algorithms and machine learning models. Initial work was done as part of the Diversity and Inclusion Unconference at PyData NYC 2017.

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