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 4 years ago
- This is a API to use the Algorithmic Transparency method - Quantitative Input Influence (QII).☆11Feb 18, 2019Updated 7 years ago
- 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
- Counterfactual Local Explanations of AI systems☆28Jul 10, 2021Updated 4 years ago
- Code accompanying the paper "Preserving Causal Constraints in Counterfactual Explanations for Machine Learning Classifiers"☆31Mar 24, 2023Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Teaching Categories to Human Learners with Visual Explanations - CVPR 2018☆11Jun 21, 2022Updated 3 years ago
- GRACE: Generating Concise and Informative Contrastive Sample to Explain Neural Network Model’s Prediction. Thai Le, Suhang Wang, Dongwon …☆21Dec 14, 2020Updated 5 years ago
- ☆12Apr 17, 2024Updated 2 years ago
- Hybrid algorithm based on SEDC and LIME for computing Evidence Counterfactuals (LIME-Counterfactual): explaining the model predictions of…☆10May 20, 2020Updated 6 years ago
- Python implementation for paper: "Causal Hidden Markov Model for Time Series Disease Forecasting"（CVPR 2021）☆33Dec 30, 2025Updated 4 months ago
- 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
- An implementation of IDS (Interpretable Decision Sets) algorithm.☆24Mar 13, 2021Updated 5 years ago
- ☆31Aug 18, 2025Updated 9 months 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.
- PDF annotation with angular7☆17Mar 2, 2023Updated 3 years 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
- Adapting LIME explanations for Time Series Data☆16Oct 31, 2024Updated last year
- Time Series Forecasting Problem☆19May 9, 2020Updated 6 years ago
- Code associated with our paper "Estimating Risk and Uncertainty in Reinforcement Learning"☆11Oct 3, 2023Updated 2 years ago
- ☆14May 14, 2018Updated 8 years ago
- Code for the paper "SMACE: A New Method for the Interpretability of Composite Decision Systems", ECML 2022☆15Apr 17, 2023Updated 3 years ago
- Local Interpretable Model-Agnostic Explanations For Time Series Forecast Models☆21Sep 15, 2021Updated 4 years ago
- Heuristic best-first algorithm for computing Evidence Counterfactuals (SEDC): explaining the model predictions of any classifier using a …☆14Jun 8, 2020Updated 5 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- 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
- Source code, datasets and models of the paper "Efficient White-box Fairness Testing through Gradient Search" by Lingfeng Zhang, Yueling Z…☆11Jul 24, 2021Updated 4 years ago
- Research code for auditing and exploring black box machine-learning models.☆134May 24, 2023Updated 3 years ago
- Generate Diverse Counterfactual Explanations for any machine learning model.☆1,511Jul 13, 2025Updated 10 months 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
- Submission for the FICO Explainable Machine Learning Challenge☆18Dec 3, 2020Updated 5 years ago
- A new framework to generate interpretable classification rules☆18Feb 11, 2023Updated 3 years ago
- An algebra for Matrix Expressions written in Maude☆24Oct 23, 2012Updated 13 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- A project to scrape, tabulate, and display job data from the O*NET website, and possibly other websites. Non-commercial.☆18Mar 15, 2020Updated 6 years ago
- TextCenGen introduces a dynamic adaptation of the blank region for text-friendly image generation, and enhances T2I model outcomes on arb…☆38Jul 7, 2025Updated 10 months ago
- ☆14Jun 7, 2024Updated last year
- Social graphs and Random Walks☆11Jan 27, 2016Updated 10 years ago
- Code for "Counterfactual Fairness" (NIPS2017)☆55Jul 18, 2018Updated 7 years ago
- Turing Beamer templates for presentations☆14Dec 2, 2025Updated 5 months ago
- Archiving and transforming official Italian General Election text-only polls into machine readable data using Large Language Models☆16May 19, 2026Updated last week