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
- ☆16May 9, 2022Updated 3 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
- ☆11Oct 22, 2020Updated 5 years ago
- OCEAN: Optimal Counterfactual Explanations in Tree Ensembles (ICML 2021)☆36Updated this week
- 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.
- Model Agnostic Counterfactual Explanations☆90Sep 30, 2022Updated 3 years ago
- Code accompanying the paper "Preserving Causal Constraints in Counterfactual Explanations for Machine Learning Classifiers"☆31Mar 24, 2023Updated 3 years ago
- ☆20Aug 26, 2018Updated 7 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
- H2O.ai Machine Learning Interpretability Resources☆492Dec 12, 2020Updated 5 years ago
- ☆12Apr 17, 2024Updated last year
- Hybrid algorithm based on SEDC and LIME for computing Evidence Counterfactuals (LIME-Counterfactual): explaining the model predictions of…☆10May 20, 2020Updated 5 years ago
- Python implementation for paper: "Causal Hidden Markov Model for Time Series Disease Forecasting"(CVPR 2021)☆34Dec 30, 2025Updated 3 months ago
- python tools to check recourse in linear classification☆76Jan 8, 2021Updated 5 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Code for the paper "Contextual and Sequential User Embeddings for Large-Scale Music Recommendation".☆39Oct 12, 2020Updated 5 years ago
- ☆31Aug 18, 2025Updated 7 months ago
- Adapting LIME explanations for Time Series Data☆16Oct 31, 2024Updated last year
- This repository provides details of the experimental code in the paper: Instance-based Counterfactual Explanations for Time Series Classi…☆22Jun 24, 2021Updated 4 years ago
- Code for the paper "SMACE: A New Method for the Interpretability of Composite Decision Systems", ECML 2022☆15Apr 17, 2023Updated 2 years ago
- A repo to collect issues with calmcode.io☆16Apr 1, 2020Updated 6 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
- Helpers for scikit learn☆16Dec 26, 2022Updated 3 years ago
- Deploy open-source AI quickly and easily - Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Context Selection for Embedding Models☆26Nov 2, 2017Updated 8 years ago
- Minimal template for a Python library project☆11Nov 21, 2022Updated 3 years ago
- Generate Diverse Counterfactual Explanations for any machine learning model.☆1,507Jul 13, 2025Updated 9 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
- A new framework to generate interpretable classification rules☆18Feb 11, 2023Updated 3 years ago
- 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 9 months ago
- Social graphs and Random Walks☆11Jan 27, 2016Updated 10 years ago
- Code for "Counterfactual Fairness" (NIPS2017)☆55Jul 18, 2018Updated 7 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Archiving and transforming official Italian General Election text-only polls into machine readable data using Large Language Models☆16Updated this week
- 基于ssm的宠物医院项目☆15Dec 16, 2022Updated 3 years ago
- ☆11Apr 12, 2023Updated 3 years ago
- Code for the paper "Attention Meets Post-hoc Interpretability: A Mathematical Perspective", ICML 2024☆21Nov 10, 2025Updated 5 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
- [ICML 2023] QAS-Bench: Rethinking Quantum Architecture Search and A Benchmark☆12Mar 15, 2024Updated 2 years ago