LOcal Rule-based Exlanations
☆53Nov 28, 2023Updated 2 years ago
Alternatives and similar repositories for LORE
Users that are interested in LORE are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Adversarial Black box Explainer generating Latent Exemplars☆11May 18, 2022Updated 3 years ago
- Generating global explanations from local ones☆11Nov 11, 2022Updated 3 years ago
- This is a API to use the Algorithmic Transparency method - Quantitative Input Influence (QII).☆11Feb 18, 2019Updated 7 years ago
- ☆16May 9, 2022Updated 3 years ago
- Code for "High-Precision Model-Agnostic Explanations" paper☆812Jul 19, 2022Updated 3 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Repository of the paper "Defining Locality for Surrogates in Post-hoc Interpretablity" published at 2018 ICML Workshop on Human Interpret…☆17Nov 9, 2021Updated 4 years ago
- Multi-Objective Counterfactuals☆43Jul 8, 2022Updated 3 years ago
- ☆11Oct 22, 2020Updated 5 years ago
- Counterfactual Local Explanations of AI systems☆28Jul 10, 2021Updated 4 years ago
- Meta-learning approach for human-interpretable formulas generation☆10Apr 24, 2020Updated 5 years ago
- Benchmarks for Macro Neural Architecture Search; used and described in the paper "Local Search is a Remarkably Strong Baseline for Neural…☆12Jul 25, 2024Updated last year
- OCEAN: Optimal Counterfactual Explanations in Tree Ensembles (ICML 2021)☆35Feb 16, 2026Updated last month
- Model Agnostic Counterfactual Explanations☆89Sep 30, 2022Updated 3 years ago
- Hybrid algorithm based on SEDC and LIME for computing Evidence Counterfactuals (LIME-Counterfactual): explaining the model predictions of…☆10May 20, 2020Updated 5 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- python tools to check recourse in linear classification☆76Jan 8, 2021Updated 5 years ago
- Code for the paper "Contextual and Sequential User Embeddings for Large-Scale Music Recommendation".☆39Oct 12, 2020Updated 5 years ago
- Python wrapper of the bricklink API v3☆16Mar 20, 2025Updated last year
- e企查 | 金融科技服务平台企业数据的无监督分类系统-2020年第十一届中国大学生服务外包创新创业大赛A10赛题☆16Mar 8, 2023Updated 3 years ago
- Ambrogio is a dev agent who tackles tech debt. Starting with automatic unit tests and docstring.☆14Mar 30, 2025Updated 11 months ago
- PDF annotation with angular7☆17Mar 2, 2023Updated 3 years ago
- Explainable Artificial Intelligence through Contextual Importance and Utility☆28Oct 1, 2025Updated 5 months ago
- This repo contains a PyTorch implementation of a CNN model for multi-label Image classification model deployed on heroku.☆14Feb 28, 2021Updated 5 years ago
- Modular Python Toolbox for Fairness, Accountability and Transparency Forensics☆78Jun 9, 2023Updated 2 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.
- Multivariate time-series t-Distributed Stochastic Neighbor Embedding☆40Nov 21, 2016Updated 9 years ago
- Codes for reproducing the contrastive explanation in “Explanations based on the Missing: Towards Contrastive Explanations with Pertinent…☆54Jul 4, 2018Updated 7 years ago
- The code of AAAI 2020 paper "Transparent Classification with Multilayer Logical Perceptrons and Random Binarization".☆23Mar 10, 2024Updated 2 years ago
- Context Selection for Embedding Models☆26Nov 2, 2017Updated 8 years ago
- Generate Diverse Counterfactual Explanations for any machine learning model.☆1,505Jul 13, 2025Updated 8 months ago
- A new framework to generate interpretable classification rules☆18Feb 11, 2023Updated 3 years ago
- Submission for the FICO Explainable Machine Learning Challenge☆18Dec 3, 2020Updated 5 years ago
- This repository contains the code for implementing Bidirectional Relevance scores for Digital Histopathology, which was used for the resu…☆16Mar 24, 2023Updated 3 years ago
- Code for "Counterfactual Fairness" (NIPS2017)☆55Jul 18, 2018Updated 7 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆11Apr 12, 2023Updated 2 years ago
- 🤗 [ICLR 2024] Disentangling Time Series Representations via Contrastive based l-Variational Inference☆19Dec 11, 2025Updated 3 months ago
- ☆16Mar 20, 2015Updated 11 years ago
- A friendly UI for arXiv hosting papers on fairness and ethics in Machine Learning & Data Science☆12Jul 4, 2019Updated 6 years ago
- Code for the paper "Attention Meets Post-hoc Interpretability: A Mathematical Perspective", ICML 2024☆21Nov 10, 2025Updated 4 months ago
- Ordered Preference Elicitation Strategies for Multi-Objective Decision Making using Gaussian Processes☆22Jul 25, 2018Updated 7 years ago
- This is a benchmark to evaluate machine learning local explanaitons quality generated from any explainer for text and image data☆30May 24, 2021Updated 4 years ago