Code for "Explainable Data-Driven Optimization" (ICML 2023)
☆13Jul 21, 2023Updated 3 years ago
Alternatives and similar repositories for Explainable-CSO
Users that are interested in Explainable-CSO are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- OCEAN: Optimal Counterfactual Explanations in Tree Ensembles (ICML 2021)☆36Jul 10, 2026Updated last month
- 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
- El0ps: An Exact L0-Problem Solver☆13Jan 6, 2026Updated 7 months ago
- HybridCVRP: A Hybrid Metaheuristic Solver for the Capacitated Vehicle Routing Problem☆28Oct 15, 2022Updated 3 years ago
- Codes for the paper "Data-Driven Sample Average Approximation with Covariate Information"☆13Aug 13, 2022Updated 3 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.
- A package for tree-based statistical estimation and inference using optimal decision trees.☆42Aug 1, 2026Updated last week
- Implementation of ICML 22 Paper: Scaling Structured Inference with Randomization☆13Jul 24, 2022Updated 4 years ago
- Robust and Approximate Markov Decision Processes☆12Jul 21, 2017Updated 9 years ago
- A Python wrapper for the Hybrid Genetic Search algorithm for Capacitated Vehicle Routing Problems (HGS-CVRP)☆105May 19, 2026Updated 2 months ago
- Code for the paper: Kernel Distributionally Robust Optimization☆13Feb 21, 2021Updated 5 years ago
- Robust Bond Portfolio Construction via Convex-Concave Saddle Point Optimization☆14May 13, 2024Updated 2 years ago
- Data and code for the paper Data-Driven Robust Optimization using Unsupervised Deep Learning written by Marc Goerigk and Jannis Kurtz☆25Jun 7, 2021Updated 5 years ago
- Online algorithms for solving large-scale dynamic vehicle routing problems with stochastic requests☆91Jul 21, 2022Updated 4 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
- 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.
- the codes and some preliminary progress in the work of robust stochastic portfolio optimization☆11Oct 15, 2020Updated 5 years ago
- A repository holding methods from data-driven-optimization used in data science and operations research including sample average approxim…☆23Jun 20, 2020Updated 6 years ago
- Replication Code for Paper "Stochastic Optimization Forests".☆22Nov 5, 2021Updated 4 years ago
- Accompanying code for our NeurIPS 2019 paper☆11Nov 7, 2019Updated 6 years ago
- ☆29Mar 17, 2025Updated last year
- Theory propagator for linear programming using clingo theory language and interface.☆11Dec 2, 2021Updated 4 years ago
- Code the AAAI 2019 paper "Melding the Data-Decisions Pipeline: Decision-Focused Learning for Combinatorial Optimization"☆36Feb 12, 2021Updated 5 years ago
- Dynamic Pricing BwK Problem and Reinforcement Learning☆31Dec 11, 2018Updated 7 years ago
- TSPPD Test Instance Library☆15Mar 4, 2019Updated 7 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.
- Distributive Equity Evaluations of Transport Futures☆11Mar 22, 2023Updated 3 years ago
- Reinforcement Learning, Tutorials in Chinese☆11Jun 9, 2018Updated 8 years ago
- Benders Decomposition for SAHLP☆11Aug 17, 2023Updated 2 years ago
- A Julia wrapper for the Hybrid Genetic Search algorithm for Capacitated Vehicle Routing Problems (HGS-CVRP)☆21Jan 23, 2026Updated 6 months ago
- ☆14Jul 13, 2022Updated 4 years ago
- Code for "Automatic repair of convex optimization problems".☆14Feb 4, 2020Updated 6 years ago
- A CVXPY extension for saddle problems☆28Mar 1, 2026Updated 5 months ago
- Repository for the bus transit spatial decomposition package created by researchers from the MIT JTL-Transit Lab☆12Mar 6, 2023Updated 3 years ago
- Deep Kernel Survival Analysis and Subject-Specific Survival Time Prediction Intervals☆13Oct 1, 2021Updated 4 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.
- ☆14Aug 29, 2022Updated 3 years ago
- ☆16Jan 26, 2023Updated 3 years ago
- TaskMet Task-driven Metric Learning for Model Learning☆21Feb 9, 2024Updated 2 years ago
- An open-source synthetic population of individuals and households at a fine geographical level (DA) for Canada for the years 2021, 2023 a…☆10Jan 26, 2023Updated 3 years ago
- ☆12Sep 15, 2021Updated 4 years ago
- ☆16Nov 4, 2021Updated 4 years ago
- Materials for "RL for Inventory Optimization", Day 4 of the "RL for Operations Bootcamp", Kellogg School of Management, Northwestern Univ…☆19Jun 25, 2024Updated 2 years ago