Python explainable-artificial-intelligence

Open-source Python projects categorized as explainable-artificial-intelligence
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Topics: xai Interpretability explainable-ai Machine Learning explainable-ml
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Top 4 Python explainable-artificial-intelligence Projects

  • DALEX

    moDel Agnostic Language for Exploration and eXplanation

  • TalkToModel

    TalkToModel gives anyone with the powers of XAI through natural language conversations 💬!

  • 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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  • Lime-For-Time

    Application of the LIME algorithm by Marco Tulio Ribeiro, Sameer Singh, Carlos Guestrin to the domain of time series classification

  • easy_explain

    A library that helps to explain AI models in a really quick & easy way

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Index

What are some of the best open-source explainable-artificial-intelligence projects in Python? This list will help you:

Project Stars
1 DALEX 1,323
2 TalkToModel 102
3 Lime-For-Time 92
4 easy_explain 9

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