Repositories list

• IV-SHAP

  Public
  [NeurIPS 2024] Data-faithful Feature Attribution: Mitigating Unobservable Confounders via Instrumental Variables

  Python

  •0•1•0•0•Updated Oct 23, 2024Oct 23, 2024

• OpenSV

  Public
  An Open-Source Framework for Shapley-based value intended for data valuation.

  Python

  •

  Apache License 2.0

  •0•7•1•0•Updated Oct 10, 2024Oct 10, 2024

• ZJU-DIVER.github.io

  Public
  JavaScript

  •

  MIT License

  •0•0•0•0•Updated Sep 13, 2024Sep 13, 2024

• DataPrice

  Public
  1•0•0•0•Updated Aug 5, 2024Aug 5, 2024

• Representative-FD

  Public
  Java

  •0•0•0•0•Updated Apr 12, 2024Apr 12, 2024

• P-Shapley

  Public
  [VLDB 2024] P-Shapley: Shapley Values on Probabilistic Classifiers

  Jupyter Notebook

  •0•3•0•0•Updated Apr 9, 2024Apr 9, 2024

• EulerFD

  Public
  [ICDE 2023] EulerFD: An Efficient Double-Cycle Approximation of Functional Dependencies

  Java

  •0•0•0•0•Updated Feb 23, 2024Feb 23, 2024

• ShapleyFL-Robust-Federated-Learning-Based-on-Shapley-Value

  Public
  Python

  •

  MIT License

  •4•20•1•0•Updated Oct 24, 2023Oct 24, 2023

• DataMarket

  Public
  HTML

  •

  Apache License 2.0

  •0•0•0•0•Updated Oct 9, 2023Oct 9, 2023

• ValuationMeetsRTBF

  Public
  [VLDB 2023] Equitable Data Valuation Meets the Right to Be Forgotten in Model Markets

  Python

  •

  MIT License

  •1•0•0•0•Updated Sep 15, 2023Sep 15, 2023

• ShapleyValueApproximation

  Public
  Python

  •

  MIT License

  •1•8•0•0•Updated Apr 12, 2023Apr 12, 2023

• DynamicShapley

  Public
  [ICDE 2023] Dynamic Shapley Value Computation

  machine-learningshapley-valuedata-market

  Jupyter Notebook

  •

  MIT License

  •3•2•0•0•Updated Apr 11, 2023Apr 11, 2023

• Dealer

  Public
  Code for VLDB '21 "Demonstration of Dealer: An End-to-End Model Marketplace with Differential Privacy"

  data-marketplace

  Python

  •0•7•0•0•Updated Mar 21, 2023Mar 21, 2023