OCEAN: Optimal Counterfactual Explanations in Tree Ensembles (ICML 2021)
☆36Apr 20, 2026Updated last month
Alternatives and similar repositories for OCEAN
Users that are interested in OCEAN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for "Explainable Data-Driven Optimization" (ICML 2023)☆13Jul 21, 2023Updated 2 years ago
- ☆16May 9, 2022Updated 4 years ago
- Replication Code for Paper "Stochastic Optimization Forests".☆22Nov 5, 2021Updated 4 years ago
- A package for tree-based statistical estimation and inference using optimal decision trees.☆42Jul 14, 2024Updated last year
- A gan that gives Portinari's style to real photos☆11Apr 3, 2021Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- El0ps: An Exact L0-Problem Solver☆13Jan 6, 2026Updated 4 months ago
- ☆31Nov 27, 2024Updated last year
- A genetic algorithm using Edge Assembly Crossover for the traveling salesman problem☆40Dec 29, 2021Updated 4 years ago
- Convert CVXPY expressions to PyTorch expressions☆18Jul 8, 2025Updated 10 months ago
- Generate robust counterfactual explanations for machine learning models☆17Jun 8, 2023Updated 2 years ago
- Quickstart for EURO Meets NeurIPS 2022 Vehicle Routing Competition☆99Feb 24, 2023Updated 3 years ago
- ☆33Oct 16, 2020Updated 5 years ago
- ☆14Nov 17, 2023Updated 2 years ago
- Differentiable Clustering with Perturbed Random Forests, NeurIPS2023☆13Oct 16, 2023Updated 2 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Hybrid Genetic Search for Arc Routing Problems. From "Node, edge, arc routing and turn penalties : Multiple problems - One neighborhood e…☆38Jun 13, 2021Updated 4 years ago
- ZERO is a modular C++ library interfacing Mathematical Programming and Game Theory.☆14Mar 12, 2024Updated 2 years ago
- ☆17May 14, 2026Updated last week
- Code and data from the paper "Exponential-size neighborhoods for the pickup-and-delivery traveling salesman problem", authored by T. Pach…☆20Jan 18, 2023Updated 3 years ago
- ☆27Mar 25, 2026Updated 2 months ago
- The R code and datasets for the paper "Random Forest Prediction Intervals"☆15Oct 22, 2018Updated 7 years ago
- Branch-and-Price-and-Cut in Julia☆213Sep 8, 2025Updated 8 months ago
- Source code of HG-means clustering, from "HG-means: A scalable hybrid genetic algorithm for minimum sum-of-squares clustering". (Gribel a…☆10May 12, 2022Updated 4 years ago
- Source code associated with the paper: "Vidal, T., Martinelli, R., Pham, T. A., & Hà, M. H. (2021). Arc routing with time-dependent trave…☆20May 1, 2020Updated 6 years ago
- AI Agents on 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.
- Code for the paper "Deep FTRL-ORW: An Efficient Deep Reinforcement Learning Algorithm for Solving Imperfect Information Extensive-Form Ga…☆11Dec 1, 2022Updated 3 years ago
- HybridCVRP: A Hybrid Metaheuristic Solver for the Capacitated Vehicle Routing Problem☆28Oct 15, 2022Updated 3 years ago
- Convex Optimization under Uncertainty☆31Mar 31, 2026Updated last month
- TSPPD Test Instance Library☆15Mar 4, 2019Updated 7 years ago
- ☆10Apr 26, 2023Updated 3 years ago
- Yet another clustering package☆23Apr 30, 2026Updated 3 weeks ago
- ☆10Apr 23, 2021Updated 5 years ago
- An algorithmic framework for parallel dual decomposition methods in Julia☆19Aug 1, 2024Updated last year
- Demos for the paper Generalized Variational Inference (Knoblauch, Jewson & Damoulas, 2019)☆20Apr 4, 2019Updated 7 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.
- Source code for the Joint Shapley values: a measure of joint feature importance☆12Sep 14, 2021Updated 4 years ago
- Set Partitioning Heuristic (SPH) based on CPLEX MILP solver and created starting from the CFT Heuristic implemented by Accorsi Luca and C…☆14Dec 1, 2023Updated 2 years ago
- To Trust Or Not To Trust A Classifier. A measure of uncertainty for any trained (possibly black-box) classifier which is more effective t…☆181Mar 23, 2023Updated 3 years ago
- A Julia wrapper for the Hybrid Genetic Search algorithm for Capacitated Vehicle Routing Problems (HGS-CVRP)☆19Jan 23, 2026Updated 4 months ago
- A modular Python package for the development of metaheuristic algorithms for Vehicle Routing Problems with Intermediate Stops☆29Dec 27, 2023Updated 2 years ago
- MATLAB framework for work with WEB services (supports OAuth 1.0/2.0)☆13Apr 16, 2021Updated 5 years ago
- ☆11Mar 30, 2020Updated 6 years ago