shapley-value Open-Source Projects

shapley

7 211 2.7 Python

The official implementation of "The Shapley Value of Classifiers in Ensemble Games" (CIKM 2021).
awesome-shapley-value

1 133 3.2

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

www.influxdata.com featured

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.

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).

shapley-value related posts

AstraZeneca Researchers Explain the Concept and Applications of the Shapley Value in Machine Learning

1 project | /r/artificial | 17 Feb 2022
Calculating and approximating the Shapley value in voting games

1 project | /r/Python | 19 Jun 2021
Show HN: Pruning Machine Learning Models with the Shapley Value

1 project | news.ycombinator.com | 29 Apr 2021
Show HN: Pruning Machine Learning Models with the Shapley Value

1 project | news.ycombinator.com | 29 Apr 2021
Show HN: Shapley: Explaining Machine Learning Ensembles

1 project | news.ycombinator.com | 22 Feb 2021
Shapley - a Python library for solving weighted voting games.

1 project | /r/Economics | 11 Jan 2021
Show HN: Shapley – a Python library for scoring ML models in an ensemble

1 project | news.ycombinator.com | 11 Jan 2021
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