For calculating Shapley values via linear regression.
☆74Jun 6, 2021Updated 5 years ago
Alternatives and similar repositories for shapley-regression
Users that are interested in shapley-regression are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- For calculating global feature importance using Shapley values.☆292Updated this week
- A lightweight implementation of removal-based explanations for ML models.☆59Jul 19, 2021Updated 4 years ago
- Prediction Explanations Clustering☆10Oct 19, 2023Updated 2 years ago
- A toolbox for fair and explainable machine learning☆57Jun 17, 2024Updated 2 years ago
- ☆11Apr 4, 2022Updated 4 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- An interpretable network to compute the Shapley values in a single forward propagation.☆17May 24, 2023Updated 3 years ago
- Beta Shapley: a Unified and Noise-reduced Data Valuation Framework for Machine Learning (AISTATS 2022 Oral)☆43Nov 10, 2022Updated 3 years ago
- Influence Estimation for Gradient-Boosted Decision Trees☆28May 27, 2024Updated 2 years ago
- Statistical inference on machine learning or general non-parametric models☆44May 10, 2024Updated 2 years ago
- A Python package with explanation methods for extraction of feature interactions from predictive models☆34Nov 18, 2023Updated 2 years ago
- This repository contains codes to explain One-Dimensional Convolutional Neural Networks (1D-CNN) using Layer-wise Relevance Propagation.☆13Aug 24, 2021Updated 4 years ago
- ☆10May 21, 2026Updated last month
- ☆20Jun 1, 2022Updated 4 years ago
- Explaining the output of machine learning models with more accurately estimated Shapley values☆177Updated this week
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- A pytorch implemention of the Explainable AI work 'Contrastive layerwise relevance propagation (CLRP)'☆17Jun 24, 2022Updated 3 years ago
- Adversarial Attacks on Post Hoc Explanation Techniques (LIME/SHAP)☆82Dec 8, 2022Updated 3 years ago
- Paper and talk from KDD 2019 XAI Workshop☆20May 31, 2020Updated 6 years ago
- Reading list for "The Shapley Value in Machine Learning" (JCAI 2022)☆155Aug 8, 2022Updated 3 years ago
- The R code and datasets for the paper "Random Forest Prediction Intervals"☆15Oct 22, 2018Updated 7 years ago
- Alpha-AutoML is a Python library for automatically generating end-to-end machine learning pipelines.☆23Dec 17, 2024Updated last year
- Weight Predictor Networks with Sparse Feature Selection for Small Size Tabular Biomedical Data. Published at AAAI 2023☆20Jun 29, 2023Updated 2 years ago
- Data Shapley: Equitable Valuation of Data for Machine Learning☆297May 1, 2024Updated 2 years ago
- ☆24May 31, 2023Updated 3 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- ☆29Jul 12, 2022Updated 3 years ago
- Learning to Estimate Shapley Values with Vision Transformers☆38Mar 4, 2026Updated 3 months ago
- A C++ package for streaming submodular function maximization with Python bindings☆12Jul 12, 2021Updated 4 years ago
- Principal Image Sections Mapping. Convolutional Neural Network Visualisation and Explanation Framework☆46Jan 12, 2023Updated 3 years ago
- ☆32Aug 9, 2024Updated last year
- The official Node SDK for Scale AI, the data platform for AI☆16Jan 10, 2024Updated 2 years ago
- Anupam Datta, Matt Fredrikson, Klas Leino, Kaiji Lu, Shayak Sen, Zifan Wang☆18Feb 23, 2021Updated 5 years ago
- Class Activation Map(CAM) with Pytorch☆67Apr 16, 2020Updated 6 years ago
- scikit-learn gradient-boosting-model interactions☆25Apr 29, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Explaining Anomalies Detected by Autoencoders Using SHAP☆44Aug 1, 2021Updated 4 years ago
- [Preprint] On the Effectiveness of Mitigating Data Poisoning Attacks with Gradient Shaping☆10Feb 27, 2020Updated 6 years ago
- A visual analysis tool to support a unified model evaluation for different computer vision tasks, including classification, object detect…☆18Dec 5, 2023Updated 2 years ago
- ☆39Dec 11, 2018Updated 7 years ago
- Official source code for Time is Not Enough: Time-Frequency based Explanation for Time-Series Black-Box Models☆13Dec 5, 2024Updated last year
- The official PyTorch Implementation of the Paper "Adversarial Visual Robustness by Causal Intervention"☆18Oct 6, 2021Updated 4 years ago
- A collection of cross-platform social media posts about the 2022 U.S. midterm elections☆13Sep 20, 2024Updated last year