Shapley-based decomposition to anatomize the of out-of-sample accuracy of time-series forecasting models
-
Updated
Aug 8, 2023 - Python
Shapley-based decomposition to anatomize the of out-of-sample accuracy of time-series forecasting models
A radiomic interpretation tool based on Shapley values
Experimental toolbox for quantum Shapley values.
Beyond User Self-Reported Likert Scale Ratings: A Comparison Model for Automatic Dialog Evaluation (ACL 2020)
Heart disease prediction by exploring different models, and feature importance visualization
Diversity-based Clustering and Group Recommendation Systems: Leveraging Shapley Value and Pairwise Preference Data
API backend to deploy a machine learning model to the web
Reference implementation of the paper Redundancy-aware unsupervised ranking based on game theory - application to gene enrichment analysis
Migration networks and housing prices analysis and ML tools
API for ShapEmotionsCorrection project
[IJCAI 2024] Redefining Contributions: Shapley-Driven Federated Learning
HERALD: An Annotation Efficient Method to Train User Engagement Predictors in Dialogs (ACL 2021)
Analysis of baseball stats using ML w/ feature explainability
This is a visual and interactive part of a bigger Adults project. Income prediction is based on Random Forest model. Front part is created with dash framework
Reference implementation of the paper Unsupervised Features Ranking via Coalitional Game Theory for Categorical Data
Two Group Recommendation Approaches based on the Contribution of the Users and Pairwise Preference Data
Add a description, image, and links to the shapley-values topic page so that developers can more easily learn about it.
To associate your repository with the shapley-values topic, visit your repo's landing page and select "manage topics."