Reading list for "The Shapley Value in Machine Learning" (JCAI 2022)
☆155Aug 8, 2022Updated 3 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:
- Source code for the Joint Shapley values: a measure of joint feature importance☆12Sep 14, 2021Updated 4 years ago
- The official implementation of "The Shapley Value of Classifiers in Ensemble Games" (CIKM 2021).☆227Jan 1, 2026Updated 6 months ago
- Beta Shapley: a Unified and Noise-reduced Data Valuation Framework for Machine Learning (AISTATS 2022 Oral)☆45Nov 10, 2022Updated 3 years ago
- (inactive) A web application client for chemical data analysis and visualization.☆18Jun 22, 2022Updated 4 years ago
- Official code for the LoG2022 paper -- MSGNN: A Spectral Graph Neural Network Based on a Novel Magnetic Signed Laplacian.☆14Feb 8, 2025Updated last year
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Action sequence prediction for arbitrary chemical equations☆26Mar 29, 2021Updated 5 years ago
- PyTorch reimplementation of computing Shapley values via Truncated Monte Carlo sampling from "What is your data worth? Equitable Valuatio…☆28Jun 1, 2026Updated last month
- For calculating Shapley values via linear regression.☆74Jun 6, 2021Updated 5 years ago
- This is an updated version of the MolecularTransformer of Schwaller et. al.☆14Jan 17, 2022Updated 4 years ago
- OpenDataVal: a Unified Benchmark for Data Valuation in Python (NeurIPS 2023)☆101Feb 4, 2025Updated last year
- Counterfactual Evaluation and Learning for Interactive Systems: Foundations, Implementations, and Recent Advances☆12Aug 14, 2022Updated 3 years ago
- A research library for automating experiments on Deep Graph Networks☆222Dec 16, 2025Updated 7 months ago
- ☆15Jun 18, 2024Updated 2 years ago
- ☆12Jun 16, 2023Updated 3 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.
- ☆11Jun 15, 2019Updated 7 years ago
- Library for training Gaussian Processes on Molecules☆36Jan 28, 2022Updated 4 years ago
- Code for "Generalised Implicit Neural Representations" (NeurIPS 2022).☆74Feb 7, 2023Updated 3 years ago
- ☆20Jul 14, 2022Updated 4 years ago
- ☆90Jan 29, 2022Updated 4 years ago
- Influence Analysis and Estimation - Survey, Papers, and Taxonomy☆90Feb 27, 2024Updated 2 years ago
- Understanding Rare Spurious Correlations in Neural Network☆12Jun 5, 2022Updated 4 years ago
- pyDVL is a library of stable implementations of algorithms for data valuation and influence function computation☆146Apr 13, 2026Updated 3 months ago
- 💱 A curated list of data valuation (DV) to design your next data marketplace☆143Feb 20, 2025Updated last year
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Repository of Jupyter Notebooks on Colab, Binder and Huggingface for Bio, Chemistry and Physics☆13Jul 29, 2023Updated 3 years ago
- ☆18Sep 15, 2020Updated 5 years ago
- Beyond Trivial Counterfactual Explanations with Diverse Valuable Explanations is a ServiceNow Research project that was started at Elemen…☆13Jul 31, 2023Updated 2 years ago
- Machine Learning Designs Non-Hemolytic Antimicrobial Peptides☆37Mar 19, 2021Updated 5 years ago
- Auxiliary variable Markov chain Monte Carlo methods☆10Oct 24, 2017Updated 8 years ago
- NOMU: Neural Optimization-based Model Uncertainty☆10Feb 17, 2023Updated 3 years ago
- PyTorch Geometric Signed Directed is a signed/directed graph neural network extension library for PyTorch Geometric. The paper is accepte…☆147Apr 15, 2026Updated 3 months ago
- TigerLily: Finding drug interactions in silico with the Graph.☆100Dec 17, 2022Updated 3 years ago
- A general purpose recommender metrics library for fair evaluation.☆278Aug 22, 2023Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Variational Graph Convolutional Networks☆23Oct 16, 2020Updated 5 years ago
- Repository of the paper "On the Trade-off between Over-smoothing and Over-squashing in Deep Graph Neural Networks" published in ACM CIKM …☆19Aug 8, 2023Updated 2 years ago
- Code for Towards Unifying Behavioral and Response Diversity for Open-ended Learning in Zero-sum Games☆24Feb 27, 2022Updated 4 years ago
- The goal of the UDM project is to create and publish an open, extendable and freely available data format for exchange of experimental i…☆23Sep 20, 2021Updated 4 years ago
- Code for a multi-agent particle environment used in the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"☆11Jan 15, 2020Updated 6 years ago
- Readings for "A Unified View of Relational Deep Learning for Drug Pair Scoring." (IJCAI 2022)☆100Aug 7, 2022Updated 3 years ago
- Spatiotemporal datasets collected for network science, deep learning and general machine learning research.☆64Dec 28, 2025Updated 7 months ago