XAI-Bench is a library for benchmarking feature attribution explainability techniques
β73Jan 26, 2023Updated 3 years ago
Alternatives and similar repositories for xai-bench
Users that are interested in xai-bench are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- π§ͺ A unified benchmark to evaluate & compare Explainable AI methods (SHAP, LIME, ...) via functional tests. Live results + paper (arXiv:2β¦β14Jul 3, 2026Updated 2 months ago
- RecZilla: Metalearning for algorithm selection on Recommender Systemsβ25Oct 21, 2023Updated 2 years ago
- OpenXAI : Towards a Transparent Evaluation of Model Explanationsβ259Aug 17, 2024Updated 2 years ago
- Towards Efficient Shapley Value Estimation via Cross-contribution Maximizationβ14Jul 8, 2022Updated 4 years ago
- Reference tables to introduce and organize evaluation methods and measures for explainable machine learning systemsβ78Mar 26, 2022Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer β’ AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Distributional Shapley: A Distributional Framework for Data Valuationβ32May 1, 2024Updated 2 years ago
- Encodings for neural architecture searchβ29Apr 5, 2021Updated 5 years ago
- Code for the Paper 'On the Connection Between Adversarial Robustness and Saliency Map Interpretability' by C. Etmann, S. Lunz, P. Maass, β¦β16May 9, 2019Updated 7 years ago
- Local explanations with uncertainty π!β41Aug 8, 2023Updated 3 years ago
- Python Script to Parse Phone # and E-mails from Websitesβ10Mar 23, 2022Updated 4 years ago
- Bayesian Optimization with Neural Architectures for Neural Architecture Search - https://arxiv.org/abs/1910.11858β28Apr 5, 2021Updated 5 years ago
- A curated list of references to help you get up to speed with the concepts and techniques needed to become a successful ML researcher.β16Jan 20, 2022Updated 4 years ago
- Log anomaly detection based on MogrifierLSTM + CNNβ14Apr 23, 2022Updated 4 years ago
- Implementation of the paper titled: "FACE: Feasible and actionable counterfactual recourse" by Rafael et. at. - https://arxiv.org/pdf/190β¦β14Dec 12, 2020Updated 5 years ago
- GPU virtual machines on DigitalOcean Gradient AI β’ AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Seminar on Limitations of Interpretable Machine Learning Methodsβ56Oct 5, 2020Updated 5 years ago
- Active learning for deep learningβ19Oct 5, 2018Updated 7 years ago
- A collection of examples for sports analytics with Exasolβ12Mar 18, 2020Updated 6 years ago
- β18Sep 25, 2019Updated 6 years ago
- CodeMind is a generic framework for evaluating inductive code reasoning of LLMs. It is equipped with a static analysis component that enaβ¦β44Feb 18, 2026Updated 7 months ago
- A Diagnostic Study of Explainability Techniques for Text Classificationβ70Oct 23, 2020Updated 5 years ago
- "Predict, then Interpolate: A Simple Algorithm to Learn Stable Classifiers" ICML 2021β17Jun 1, 2021Updated 5 years ago
- Guidelines for the responsible use of explainable AI and machine learning.β17Jan 30, 2023Updated 3 years ago
- LaTeX template of graduate Thesis [University of Chinese Academy of Sciences]β12Nov 7, 2017Updated 8 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.
- A Static Sensitive Subgraph-based Feature for Android Malware Detectionβ11Aug 27, 2021Updated 5 years ago
- Lecture notes for 'Interpretable Machine Learning' at UoW. Summer semester 2020/2021β13Jun 22, 2021Updated 5 years ago
- Official code implementation for the paper "Interpreting Multivariate Shapley Interactions in DNNs" (AAAI 2021)β34Mar 23, 2021Updated 5 years ago
- The `onnx` Python library (not `onnxruntime`, to be clear) running in the browser using Pyodide.β12Oct 12, 2023Updated 2 years ago
- The first collection of surrogate benchmarks for Joint Architecture and Hyperparameter Search.β15Mar 22, 2023Updated 3 years ago
- Foundation Molecular Grammar: Multi-Modal Foundation Models Induce Interpretable Molecular Graph Languages (ICML 2025) & Directed Graph Gβ¦β22Nov 11, 2025Updated 10 months ago
- TuneTables is a tabular classifier that implements prompt tuning for frozen prior-fitted networks.β25Mar 31, 2025Updated last year
- β13Feb 14, 2022Updated 4 years ago
- β10Jul 4, 2026Updated 2 months ago
- Managed hosting for WordPress and PHP on Cloudways β’ AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- β16Nov 6, 2023Updated 2 years ago
- Cavs: An Efficient Runtime System for Dynamic Neural Networksβ15Sep 18, 2020Updated 6 years ago
- Finding Game of Life states that lead to pictures.β18May 2, 2024Updated 2 years ago
- An amortized approach for calculating local Shapley value explanationsβ107Nov 29, 2023Updated 2 years ago
- Hubble is a suite of fully open-source large language models (LLMs) for the scientific study of LLM memorization.β24Apr 15, 2026Updated 5 months ago
- NeuronMotif: deciphering cis-regulatory codes by layerwise demixing of deep neural networksβ11Dec 3, 2023Updated 2 years ago
- Code for paper "Leakage-Adjusted Simulatability: Can Models Generate Non-Trivial Explanations of Their Behavior in Natural Language?"β21Oct 13, 2020Updated 5 years ago