π§ͺ A unified benchmark to evaluate & compare Explainable AI methods (SHAP, LIME, ...) via functional tests. Live results + paper (arXiv:2207.14160).
β14Jul 3, 2026Updated 2 months ago
Alternatives and similar repositories for Compare-xAI
Users that are interested in Compare-xAI are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Python package to compute interaction indices that extend the Shapley Value. AISTATS 2023.β20Sep 25, 2023Updated 2 years ago
- Scoring Lists β a probabilistic & incremental extension to Scoring Systemsβ18Jan 20, 2026Updated 8 months ago
- π scikit-learn compatible meta-learner that boosts tabular classifiers by learning from pairs of points β turns multiclass into a binaryβ¦β23Jul 19, 2026Updated 2 months ago
- Feedback Forensics: An open-source toolkit to measure AI personalityβ26May 7, 2026Updated 4 months ago
- An AI endpoint that provides a unified interface for AI models.β13Feb 5, 2024Updated 2 years ago
- Simple, predictable pricing with DigitalOcean hosting β’ AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- AURORA (Artificial Unified Responsive Optimized Reasoning Agent) uses lobes and web research for RAG based memory and learning.β16Nov 11, 2024Updated last year
- XAI-Bench is a library for benchmarking feature attribution explainability techniquesβ73Jan 26, 2023Updated 3 years ago
- The PyExperimenter is a tool for the automatic execution of experiments, e.g. for machine learning (ML), capturing corresponding results β¦β38Mar 18, 2026Updated 6 months ago
- Reference tables to introduce and organize evaluation methods and measures for explainable machine learning systemsβ78Mar 26, 2022Updated 4 years ago
- A GitHub Action to run pyrightβ12Dec 5, 2024Updated last year
- Scrape Finance Website Data and Automate Mailing Dailyβ17Jan 3, 2020Updated 6 years ago
- Unifying all code detailing learned ML concepts for easy reuse.β18Updated this week
- Source code for the Joint Shapley values: a measure of joint feature importanceβ12Sep 14, 2021Updated 5 years ago
- Fast and incremental explanations for online machine learning models. Works best with the river framework.β56Dec 26, 2024Updated last year
- Managed Database hosting by DigitalOcean β’ AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- β14Feb 4, 2026Updated 7 months ago
- Utility package to create lazy modules, deferring associated imports until attribute accessβ16Jan 20, 2026Updated 8 months ago
- PyTorch Transformer-based Language Model Implementation of ConceptSHAPβ16Jun 11, 2020Updated 6 years ago
- Official Code Repo for the Paper: "How does This Interaction Affect Me? Interpretable Attribution for Feature Interactions", In NeurIPS 2β¦β41Oct 31, 2022Updated 3 years ago
- Vehicle and traffic simulation assets using ASAM OpenX standardsβ15Sep 11, 2025Updated last year
- β12Apr 4, 2025Updated last year
- NLP tool to extract dimensions of social exchange from textual conversationsβ12Mar 4, 2024Updated 2 years ago
- Fast skill server with open source. AI development tool, supporting multiple ML frameworks for model inference through unified REST JSON β¦β21Feb 22, 2019Updated 7 years ago
- Pytorch implementation of the Double-Step Framework to perform wildfires severity estimation from Sentinel-2 satellite imagesβ15Nov 10, 2022Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean β’ AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Public repository containing the dataset and code for training the models in "Ten Social Dimensions of Conversations and Relationships" (β¦β14Mar 18, 2021Updated 5 years ago
- Bivariate Shapley is a Shapley-based method of identifying directional feature interactions and feature redundancyβ20May 19, 2025Updated last year
- In this web scraping project, my goal is to extract real-time stock market data from the renowned Yahoo Finance website. By leveraging weβ¦β13Jun 12, 2023Updated 3 years ago
- SETLevel: OSI / FMI compliant radar or lidar sensor system model, depending on parametrization.β11Sep 30, 2024Updated last year
- The PyTorch implementation for "DEAL: Disentangle and Localize Concept-level Explanations for VLMs" (ECCV 2024 Strong Double Blind)β21Mar 9, 2026Updated 6 months ago
- Code for CoRL 2022 paper: https://arxiv.org/abs/2211.09006 (simulation environments)β12Feb 9, 2023Updated 3 years ago
- β18Jun 3, 2026Updated 3 months ago
- Java unit test practise using JUnit, Mockito, PowerMock, Gradle, H2 and JPA.β12Aug 16, 2020Updated 6 years ago
- Code for CoRL 2022 paper: https://arxiv.org/abs/2211.09006 (ToolFlowNet, for simulation envs)β12Mar 16, 2023Updated 3 years ago
- Managed Database hosting by DigitalOcean β’ AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- This repository contains the python version of the source code for the experiments carried out for the On-line Object Detection and Instaβ¦β15Nov 14, 2022Updated 3 years ago
- Exemplary implementation of Euler spirals as used for clothoids in OpenDRIVEβ18May 13, 2025Updated last year
- HyperSHAP is a holistic framework for explaining hyperparameter optimization based on Shapley values and interactions.β22Apr 24, 2026Updated 5 months ago
- Localize-and-Stitch: Efficient Model Merging via Sparse Task Arithmeticβ33Feb 18, 2026Updated 7 months ago
- Explanation Optimizationβ13Oct 16, 2020Updated 5 years ago
- An evaluation toolbox for machine learning explanationsβ17Jan 7, 2024Updated 2 years ago
- ROS2 based platform for coordinating tests of automated vehicles and their surrounding systems.β19Jul 10, 2026Updated 2 months ago