Reading list for "The Shapley Value in Machine Learning" (JCAI 2022)
☆157Aug 8, 2022Updated 4 years ago
Alternatives and similar repositories for awesome-shapley-value
Users that are interested in awesome-shapley-value are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- The official implementation of "The Shapley Value of Classifiers in Ensemble Games" (CIKM 2021).☆228Jan 1, 2026Updated 10 months ago
- Beta Shapley: a Unified and Noise-reduced Data Valuation Framework for Machine Learning (AISTATS 2022 Oral)☆45Nov 10, 2022Updated 4 years ago
- For calculating Shapley values via linear regression.☆74Jun 6, 2021Updated 5 years ago
- Interpret machine learning predictions using agnostic local feature importance based on Shapley Values.☆18Jul 22, 2025Updated last year
- (inactive) A web application client for chemical data analysis and visualization.☆18Jun 22, 2022Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆20Jul 14, 2022Updated 4 years ago
- Official code for the LoG2022 paper -- MSGNN: A Spectral Graph Neural Network Based on a Novel Magnetic Signed Laplacian.☆14Sep 3, 2026Updated 2 months ago
- Action sequence prediction for arbitrary chemical equations☆27Mar 29, 2021Updated 5 years ago
- TigerLily: Finding drug interactions in silico with the Graph.☆100Dec 17, 2022Updated 3 years ago
- Message Passing Neural Networks for Molecule Property Prediction☆25May 16, 2020Updated 6 years ago
- PyTorch reimplementation of computing Shapley values via Truncated Monte Carlo sampling from "What is your data worth? Equitable Valuatio…☆28Jun 1, 2026Updated 5 months ago
- Data Banzhaf: A Robust Data Valuation Framework for Machine Learning (AISTATS 2023 Oral)☆18Oct 15, 2023Updated 3 years ago
- Implementation of a Causal VAE☆12Mar 21, 2024Updated 2 years ago
- A general purpose recommender metrics library for fair evaluation.☆277Aug 22, 2023Updated 3 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- OpenDataVal: a Unified Benchmark for Data Valuation in Python (NeurIPS 2023)☆104Feb 4, 2025Updated last year
- Teaching Material☆15Oct 2, 2024Updated 2 years ago
- A research library for automating experiments on Deep Graph Networks☆221Dec 16, 2025Updated 10 months ago
- An amortized approach for calculating local Shapley value explanations☆107Nov 29, 2023Updated 2 years ago
- Influence Analysis and Estimation - Survey, Papers, and Taxonomy☆90Feb 27, 2024Updated 2 years ago
- pyDVL is a library of stable implementations of algorithms for data valuation and influence function computation☆146Apr 13, 2026Updated 6 months ago
- ☆15Jun 18, 2024Updated 2 years ago
- Implementation of local differential privacy mechanisms in Python language.☆29Jul 26, 2022Updated 4 years ago
- ☆11Jun 15, 2019Updated 7 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Readings for "A Unified View of Relational Deep Learning for Drug Pair Scoring." (IJCAI 2022)☆102Oct 6, 2026Updated last month
- The official PyTorch implementation of "Pathfinder Discovery Networks for Neural Message Passing" (WebConf '21)☆58Dec 28, 2025Updated 10 months ago
- Learning to route instances for Human vs AI Feedback (ACL Main '25)☆30Jul 23, 2025Updated last year
- ☆13Apr 21, 2023Updated 3 years ago
- Code for "Generalised Implicit Neural Representations" (NeurIPS 2022).☆74Feb 7, 2023Updated 3 years ago
- Understanding Rare Spurious Correlations in Neural Network☆12Jun 5, 2022Updated 4 years ago
- ☆10Oct 25, 2021Updated 5 years ago
- Data Shapley: Equitable Valuation of Data for Machine Learning☆300May 1, 2024Updated 2 years ago
- ☆18Sep 15, 2020Updated 6 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- A Haskell package for updatable discrete distributions☆12Jan 4, 2021Updated 5 years ago
- ☆24Jun 23, 2021Updated 5 years ago
- Auxiliary variable Markov chain Monte Carlo methods☆10Oct 24, 2017Updated 9 years ago
- Beyond Trivial Counterfactual Explanations with Diverse Valuable Explanations is a ServiceNow Research project that was started at Elemen…☆13Jul 31, 2023Updated 3 years ago
- Efficient retrieval head analysis with triton flash attention that supports topK probability☆13Jun 15, 2024Updated 2 years ago
- For distributed machine learning☆33Mar 2, 2026Updated 8 months ago
- A collection of research papers and software related to explainability in graph machine learning.☆1,993Apr 4, 2022Updated 4 years ago
Are these results useful?