SHAP Value Interpretation

This page summarizes the projects mentioned and recommended in the original post on /r/datascience
Interpretability Machine Learning Deep Learning gradient-boosting Shap

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  • shap

    A game theoretic approach to explain the output of any machine learning model.

    • See this closed topic for more detail: https://github.com/slundberg/shap/issues/29

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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