Three MIP models for optimal classification tree: OCT, binOCT, flowOCT
☆65Aug 29, 2022Updated 3 years ago
Alternatives and similar repositories for Optimal_Classification_Trees
Users that are interested in Optimal_Classification_Trees are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆15Aug 9, 2021Updated 4 years ago
- A package for tree-based statistical estimation and inference using optimal decision trees.☆41Jul 14, 2024Updated last year
- The Machine Learning Optimizer☆103Feb 10, 2023Updated 3 years ago
- C++ branch-price-and-cut framework for electric vehicle routing problem with release time and due date, bounded bidirectional label setti…☆10Nov 28, 2021Updated 4 years ago
- Repo for the paper "Landscape Surrogate Learning Decision Losses for Mathematical Optimization Under Partial Information"☆37Jul 20, 2023Updated 2 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.
- Python Implementation of Bertsimas's "Optimal classification trees".☆33Aug 28, 2020Updated 5 years ago
- Modeling robust optimization problems in Pyomo☆88Nov 11, 2022Updated 3 years ago
- 复现中国电机工程学报《微电网两阶段鲁棒优化经济调度方法》☆13May 7, 2023Updated 2 years ago
- Exact and meta-heuristic algorithms for NP problems☆22Oct 28, 2019Updated 6 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 4 years ago
- This repository contains code for the paper "Learning Decision Trees as Amortized Structure Inference"☆16Mar 25, 2025Updated last year
- An end-to-end framework for mixed-integer optimization with data-driven learned constraints.☆140Sep 4, 2023Updated 2 years ago
- COHORT: Coordination of Heterogeneous Thermostatically Controlled Loads for Demand Flexibility☆14Feb 3, 2021Updated 5 years ago
- ☆12Aug 29, 2022Updated 3 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.
- ☆15Nov 4, 2021Updated 4 years ago
- ☆12Mar 14, 2024Updated 2 years ago
- Data-driven APIs for common optimization tasks☆175Apr 9, 2026Updated last week
- Convert CVXPY expressions to PyTorch expressions☆18Jul 8, 2025Updated 9 months ago
- Represent trained machine learning models as Pyomo optimization formulations☆344Jan 11, 2026Updated 3 months ago
- Codes for the paper "Data-Driven Sample Average Approximation with Covariate Information"☆12Aug 13, 2022Updated 3 years ago
- An open-source Python package to solve Inverse Optimization problems.☆18Oct 3, 2024Updated last year
- Experiments with experimental rule-based models to go along with imodels.☆18Mar 11, 2026Updated last month
- Multiobjective black-box optimization using gradient-boosted trees☆63Feb 19, 2026Updated last month
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- ☆33Oct 16, 2020Updated 5 years ago
- Distributionally Robust Learning in PyTorch. Install with `pip install sqwash`.☆12Oct 6, 2023Updated 2 years ago
- learn from Paper named: Solving two-stage robust optimization problems using a column-and-constraint generation method☆115Jan 4, 2022Updated 4 years ago
- Solves the best subset selection problem☆45Feb 2, 2026Updated 2 months ago
- Branch-and-Price-and-Cut in Julia☆212Sep 8, 2025Updated 7 months ago
- ☆28Jun 14, 2024Updated last year
- Work from class 15.095 Machine Learning Under a Modern Optimization Lens at MIT taught by Dimitris Bertsimas and Martin Copenhaver☆47Feb 24, 2019Updated 7 years ago
- A PyTorch-based End-to-End Predict-then-Optimize Library for Linear and Integer Programming☆651Feb 24, 2026Updated last month
- This repository contains data and code related to TSG paper "Production Scheduling Identification: An Inverse Optimization Approach for I…☆15Apr 14, 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.
- ☆27Mar 25, 2026Updated 3 weeks ago
- Implementation of "Interior Point Solving for LP-based prediction+optimisation" paper in Neurips 2020.☆20May 16, 2024Updated last year
- Random Pluto notebooks in Julia☆12Oct 23, 2025Updated 5 months ago
- ☆15May 3, 2024Updated last year
- Optimization with Constraint Learning (OCL) Lab☆14Feb 8, 2023Updated 3 years ago
- ☆14Jun 8, 2023Updated 2 years ago
- The following code is a mixed integer linear programming (MILP) optimisation for an multi period economic load dispatch problem. It is im…☆15Feb 15, 2022Updated 4 years ago