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:
- Generating global explanations from local ones☆11Nov 11, 2022Updated 3 years ago
- Code for "High-Precision Model-Agnostic Explanations" paper☆816Jul 19, 2022Updated 4 years ago
- Multi-Objective Counterfactuals☆43Jul 8, 2022Updated 4 years ago
- Counterfactual Local Explanations of AI systems☆28Jul 10, 2021Updated 5 years ago
- Meta-learning approach for human-interpretable formulas generation☆10Apr 24, 2020Updated 6 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- OCEAN: Optimal Counterfactual Explanations in Tree Ensembles (ICML 2021)☆36Jul 10, 2026Updated last month
- Model Agnostic Counterfactual Explanations☆92Sep 30, 2022Updated 3 years ago
- ☆20Aug 26, 2018Updated 8 years ago
- Python implementation for paper: "Causal Hidden Markov Model for Time Series Disease Forecasting"（CVPR 2021）☆33Dec 30, 2025Updated 8 months ago
- Code for the paper "Contextual and Sequential User Embeddings for Large-Scale Music Recommendation".☆40Oct 12, 2020Updated 5 years ago
- Python wrapper of the bricklink API v3☆18Mar 20, 2025Updated last year
- ☆12Apr 17, 2024Updated 2 years ago
- Heuristic best-first algorithm for computing Evidence Counterfactuals (SEDC): explaining the model predictions of any classifier using a …☆14Jun 8, 2020Updated 6 years ago
- Adapting LIME explanations for Time Series Data☆16Oct 31, 2024Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Codes for reproducing the contrastive explanation in “Explanations based on the Missing: Towards Contrastive Explanations with Pertinent…☆54Jul 4, 2018Updated 8 years ago
- A repo to collect issues with calmcode.io☆16Apr 1, 2020Updated 6 years ago
- H2O.ai Machine Learning Interpretability Resources☆489Dec 12, 2020Updated 5 years ago
- Submission for the FICO Explainable Machine Learning Challenge☆19Dec 3, 2020Updated 5 years ago
- Research code for auditing and exploring black box machine-learning models.☆134May 24, 2023Updated 3 years ago
- Helpers for scikit learn☆16Dec 26, 2022Updated 3 years ago
- 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.☆1,526Jul 13, 2025Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- 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
- Social graphs and Random Walks☆11Jan 27, 2016Updated 10 years ago
- ☆11May 8, 2020Updated 6 years ago
- ☆10Apr 12, 2023Updated 3 years ago
- A friendly UI for arXiv hosting papers on fairness and ethics in Machine Learning & Data Science☆12Jul 4, 2019Updated 7 years ago
- Bayesian or-of-and☆37Mar 11, 2022Updated 4 years ago
- 🤗 [ICLR 2024] Disentangling Time Series Representations via Contrastive based l-Variational Inference☆20Dec 11, 2025Updated 8 months ago
- Ordered Preference Elicitation Strategies for Multi-Objective Decision Making using Gaussian Processes☆23Jul 25, 2018Updated 8 years ago
- [ICML 2023] QAS-Bench: Rethinking Quantum Architecture Search and A Benchmark☆12Mar 15, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- White-box Fairness Testing through Adversarial Sampling☆14Apr 16, 2021Updated 5 years ago
- An extension to edit multiple Strava activities at once.☆13Sep 17, 2024Updated last year
- Implementation of the paper titled: "FACE: Feasible and actionable counterfactual recourse" by Rafael et. at. - https://arxiv.org/pdf/190…☆14Dec 12, 2020Updated 5 years ago
- Neural Architecture Search + Cascades | Best Paper @ GECCO 2022☆15Sep 5, 2023Updated 2 years ago
- Python package to compute interaction indices that extend the Shapley Value. AISTATS 2023.☆20Sep 25, 2023Updated 2 years ago
- A unified approach to explain the output of any machine learning model.☆13Aug 17, 2020Updated 6 years ago
- ☆18Jan 17, 2023Updated 3 years ago