explainable-artificial-intelligence

Open-source projects categorized as explainable-artificial-intelligence
Edit details
Topics: xai Machine Learning explainable-ml explainable-ai Interpretability
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.
www.influxdata.com
featured

Top 5 explainable-artificial-intelligence Open-Source Projects

  • DALEX

    moDel Agnostic Language for Exploration and eXplanation

  • awesome-shapley-value

    Reading list for "The Shapley Value in Machine Learning" (JCAI 2022)

  • 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.

    InfluxDB logo

  • TalkToModel

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

  • 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

  • SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

    SaaSHub logo
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? This list will help you:

Project Stars
1 DALEX 1,326
2 awesome-shapley-value 133
3 TalkToModel 102
4 Lime-For-Time 92
5 easy_explain 9

Sponsored
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com