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.☆294Updated this week
- A lightweight implementation of removal-based explanations for ML models.☆59Jul 19, 2021Updated 5 years ago
- ISeeU2: visually interpretable ICU mortality prediction using deep learning and free-text medical notes☆10Jun 28, 2020Updated 6 years ago
- Prediction Explanations Clustering☆10Oct 19, 2023Updated 3 years ago
- ☆20Jan 23, 2020Updated 6 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.
- ☆11Apr 4, 2022Updated 4 years ago
- Efficient approximation algorithms for Shapley Values in Horizontal Enterprise Federated Learning☆13May 5, 2020Updated 6 years ago
- ☆12Mar 26, 2021Updated 5 years ago
- A pytorch implemention of the Explainable AI work 'Contrastive layerwise relevance propagation (CLRP)'☆17Jun 24, 2022Updated 4 years ago
- Adversarial Attacks on Post Hoc Explanation Techniques (LIME/SHAP)☆81Dec 8, 2022Updated 3 years ago
- The code snippets for the SW chapter of the "Interpretable AI" book.☆19Apr 10, 2019Updated 7 years ago
- ☆18Mar 24, 2021Updated 5 years ago
- The R code and datasets for the paper "Random Forest Prediction Intervals"☆15Oct 22, 2018Updated 8 years ago
- Weight Predictor Networks with Sparse Feature Selection for Small Size Tabular Biomedical Data. Published at AAAI 2023☆20Jun 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.
- ☆42May 26, 2026Updated 5 months ago
- The official implementation of "The Shapley Value of Classifiers in Ensemble Games" (CIKM 2021).☆228Jan 1, 2026Updated 9 months ago
- Transparent Reporting of Ethics for Generative AI (TREGAI) Checklist☆15Oct 16, 2024Updated 2 years ago
- A python library for eXplainable Reinforcement Learning (XRL) based on the concept of interestingness elements.☆23May 22, 2021Updated 5 years ago
- ☆29Jul 12, 2022Updated 4 years ago
- Class Activation Map(CAM) with Pytorch☆67Apr 16, 2020Updated 6 years ago
- R Package for "Matching on generalized propensity scores with continuous exposures". An innovative approach for estimating causal effects…☆34Feb 21, 2025Updated last year
- The official Node SDK for Scale AI, the data platform for AI☆16Jan 10, 2024Updated 2 years ago
- Principal Image Sections Mapping. Convolutional Neural Network Visualisation and Explanation Framework☆46Jan 12, 2023Updated 3 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.
- PyTorch reimplementation of computing Shapley values via Truncated Monte Carlo sampling from "What is your data worth? Equitable Valuatio…☆28Jun 1, 2026Updated 4 months ago
- ☆20Jul 14, 2022Updated 4 years ago
- ☆10Jan 21, 2024Updated 2 years ago
- Explaining Anomalies Detected by Autoencoders Using SHAP☆43Aug 1, 2021Updated 5 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
- Active learning for deep learning☆19Oct 5, 2018Updated 8 years ago
- Hybrid ES-RNN models for time series forecasting☆19May 14, 2021Updated 5 years ago
- Official Code for What Makes and Breaks Safety Fine-tuning? A Mechanistic Study (NeurIPS 2024)☆11Oct 31, 2024Updated last year
- ☆28Dec 29, 2020Updated 5 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.
- ☆40Dec 11, 2018Updated 7 years ago
- Local Interpretable Model-Agnostic Explanations For Time Series Forecast Models☆22Sep 15, 2021Updated 5 years ago
- 使用LSTM及股票因子数据预测未来收益,使用LRP(layer-wise relevance propagation)增强网络可解释性☆31Sep 24, 2019Updated 7 years ago
- Official PyTorch implementation for "Understanding Instance-based Interpretability of Variational Auto-Encoders."☆13Oct 21, 2021Updated 5 years ago
- CLI app to automate assignment of on-call shifts via constraint solving by use of the OR-tools library.☆11Mar 12, 2023Updated 3 years ago
- Implementation for the paper "Approximating full conformal prediction at scale via influence functions"☆11Apr 25, 2024Updated 2 years ago
- Friedman's H-statistics☆36Jan 1, 2026Updated 9 months ago