A PyTorch-based End-to-End Predict-then-Optimize Library for Linear and Integer Programming
☆682Jul 10, 2026Updated last month
Alternatives and similar repositories for PyEPO
Users that are interested in PyEPO 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 the paper "Smart 'Predict, then Optimize'"☆90Aug 9, 2024Updated 2 years ago
- Multi-task end-to-end predict-then-optimize☆14Apr 28, 2023Updated 3 years ago
- This repository is the the implementation of the JAIR paper: https://doi.org/10.1613/jair.1.15320. This repository provides the codebase …☆84Mar 11, 2025Updated last year
- Code the AAAI 2019 paper "Melding the Data-Decisions Pipeline: Decision-Focused Learning for Combinatorial Optimization"☆36Feb 12, 2021Updated 5 years ago
- Code for "Decision-Focused Learning without Differentiable Optimization: Learning Locally Optimized Decision Losses"☆33Mar 18, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆27Mar 25, 2026Updated 4 months ago
- ☆31Nov 27, 2024Updated last year
- ☆33Oct 16, 2020Updated 5 years ago
- Neur2SP: Neural Two-Stage Stochastic Programming☆57Mar 8, 2023Updated 3 years ago
- Robust Stochastic Optimization Made Easy☆347Nov 15, 2024Updated last year
- Efficient modeling interface for mathematical optimization in Python☆314Jul 28, 2026Updated last week
- ☆17May 3, 2024Updated 2 years ago
- Convert CVXPY expressions to PyTorch expressions☆18Jul 8, 2025Updated last year
- Code release for AAAI 2020 paper "Smart Predict-and-Optimize for Hard Combinatorial Optimization Problems"☆39Jun 27, 2024Updated 2 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.
- Implementation of "Interior Point Solving for LP-based prediction+optimisation" paper in Neurips 2020.☆21May 16, 2024Updated 2 years ago
- The MIP Workshop 2023 Computational Competition☆39Feb 2, 2024Updated 2 years ago
- An end-to-end framework for mixed-integer optimization with data-driven learned constraints.☆139Sep 4, 2023Updated 2 years ago
- Repo for the paper "Landscape Surrogate Learning Decision Losses for Mathematical Optimization Under Partial Information"☆37Jul 20, 2023Updated 3 years ago
- ☆29Mar 17, 2025Updated last year
- Code for paper: End-to-end Stochastic Optimization with Energy-based Model☆16Feb 14, 2023Updated 3 years ago
- RouteOpt☆96Apr 17, 2026Updated 3 months ago
- A package for tree-based statistical estimation and inference using optimal decision trees.☆42Aug 1, 2026Updated last week
- Mathematical Programming in JAX☆166Jun 2, 2025Updated last year
- 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.
- Convex Optimization under Uncertainty☆33Mar 31, 2026Updated 4 months ago
- Framework for solving discrete optimization problems using a combination of Mixed-Integer Linear Programming (MIP) and Machine Learning (…☆195Jul 21, 2026Updated 2 weeks ago
- ☆464Jun 25, 2023Updated 3 years ago
- Awesome machine learning for combinatorial optimization papers.☆2,160Jul 19, 2026Updated 3 weeks ago
- Replication Code for Paper "Stochastic Optimization Forests".☆22Nov 5, 2021Updated 4 years ago
- ☆16Nov 4, 2021Updated 4 years ago
- Represent trained machine learning models as Pyomo optimization formulations☆346Jul 9, 2026Updated last month
- Differentiable convex optimization layers☆2,123May 19, 2026Updated 2 months ago
- Extensible Combinatorial Optimization Learning Environments☆372Dec 20, 2025Updated 7 months ago
- 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.
- Environments for OR and RL Research☆452Oct 12, 2023Updated 2 years ago
- Modeling robust optimization problems in Pyomo☆88Nov 11, 2022Updated 3 years ago
- Task-based end-to-end model learning in stochastic optimization☆225Nov 29, 2020Updated 5 years ago
- Formulate trained predictors in Gurobi models☆252Updated this week
- Source code for the Paper: CombOptNet: Fit the Right NP-Hard Problem by Learning Integer Programming Constraints}☆74Apr 28, 2022Updated 4 years ago
- Pytorch-based framework for solving parametric constrained optimization problems, physics-informed system identification, and parametric …☆1,363Updated this week
- Learning-to-Optimize for Mixed-Integer Non-Linear Programming☆69Mar 10, 2026Updated 5 months ago