OCEAN: Optimal Counterfactual Explanations in Tree Ensembles (ICML 2021)
☆36Jul 10, 2026Updated 2 weeks ago
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 3 years ago
- ☆16May 9, 2022Updated 4 years ago
- A package for tree-based statistical estimation and inference using optimal decision trees.☆42Updated this week
- Replication Code for Paper "Stochastic Optimization Forests".☆22Nov 5, 2021Updated 4 years ago
- It is a study guide for people who are interested in learning Mixed Integer Programming. The repository contains a set of classical optim…☆11Apr 10, 2026Updated 3 months 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.
- A gan that gives Portinari's style to real photos☆11Apr 3, 2021Updated 5 years ago
- Repository of Operations Research Projects☆12Sep 10, 2020Updated 5 years 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 last year
- Generate robust counterfactual explanations for machine learning models☆18Jun 8, 2023Updated 3 years ago
- ☆33Oct 16, 2020Updated 5 years ago
- ☆14Nov 17, 2023Updated 2 years ago
- Source code associated with the paper "Deep Learning for Data-Driven Districting-and-Routing", authored by A. Ferraz, Q. Cappart, and T. …☆27Jul 2, 2025Updated last year
- 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.
- Hybrid Genetic Search for Arc Routing Problems. From "Node, edge, arc routing and turn penalties : Multiple problems - One neighborhood e…☆38Jun 13, 2021Updated 5 years ago
- Differentiable Clustering with Perturbed Random Forests, NeurIPS2023☆13Oct 16, 2023Updated 2 years ago
- Neural Fixed-Point Acceleration for Convex Optimization☆30Oct 6, 2022Updated 3 years ago
- ZERO is a modular C++ library interfacing Mathematical Programming and Game Theory.☆14Mar 12, 2024Updated 2 years 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
- OptiML's contribution to the EURO meets NeurIPS 2022 vehicle routing competition.☆18Dec 7, 2022Updated 3 years ago
- ☆17Jul 15, 2026Updated last week
- Convex Optimization under Uncertainty☆33Mar 31, 2026Updated 3 months ago
- Branch-and-Price-and-Cut in Julia☆216Sep 8, 2025Updated 10 months 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.
- The R code and datasets for the paper "Random Forest Prediction Intervals"☆15Oct 22, 2018Updated 7 years ago
- ☆27Mar 25, 2026Updated 4 months ago
- Code to reproduce 'Combining GANs and AutoEncoders for efficient anomaly detection'☆41Nov 2, 2021Updated 4 years ago
- 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
- ☆15Dec 16, 2024Updated last year
- Python code to prune ensembles☆14Mar 20, 2022Updated 4 years ago
- 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
- Source code associated with the paper: "Vidal, T., Martinelli, R., Pham, T. A., & Hà, M. H. (2021). Arc routing with time-dependent trave…☆21May 1, 2020Updated 6 years ago
- ☆11Apr 26, 2023Updated 3 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.
- ☆11Mar 7, 2023Updated 3 years ago
- An algorithmic framework for parallel dual decomposition methods in Julia☆19Aug 1, 2024Updated last year
- ☆10Apr 23, 2021Updated 5 years ago
- Source code for the Joint Shapley values: a measure of joint feature importance☆12Sep 14, 2021Updated 4 years ago
- Fork of WindowMaker for GNUstep Desktop☆14Jul 7, 2025Updated last year
- A modular Python package for the development of metaheuristic algorithms for Vehicle Routing Problems with Intermediate Stops☆30Dec 27, 2023Updated 2 years ago
- A Promises/A+ multi-armed bandit implemented with an upper confidence bound algorithm☆14Oct 2, 2023Updated 2 years ago