Source code for the Paper: CombOptNet: Fit the Right NP-Hard Problem by Learning Integer Programming Constraints}
☆73Apr 28, 2022Updated 3 years ago
Alternatives and similar repositories for CombOptNet
Users that are interested in CombOptNet are comparing it to the libraries listed below
Sorting:
- ☆27Dec 14, 2023Updated 2 years ago
- Code for paper: End-to-end Stochastic Optimization with Energy-based Model☆16Feb 14, 2023Updated 3 years ago
- Implementation of "Interior Point Solving for LP-based prediction+optimisation" paper in Neurips 2020.☆21May 16, 2024Updated last year
- ☆15Nov 4, 2021Updated 4 years ago
- Code the AAAI 2019 paper "Melding the Data-Decisions Pipeline: Decision-Focused Learning for Combinatorial Optimization"☆35Feb 12, 2021Updated 5 years ago
- ☆30Mar 17, 2025Updated 11 months ago
- Enforcing robust control guarantees within neural network policies☆56Apr 24, 2021Updated 4 years ago
- Code for "Decision-Focused Learning without Differentiable Optimization: Learning Locally Optimized Decision Losses"☆32Mar 18, 2024Updated last year
- ☆22Mar 23, 2022Updated 3 years ago
- ☆13Aug 29, 2022Updated 3 years ago
- ☆12Sep 15, 2021Updated 4 years ago
- Code release for AAAI 2020 paper "Smart Predict-and-Optimize for Hard Combinatorial Optimization Problems"☆39Jun 27, 2024Updated last year
- ☆14Dec 8, 2025Updated 2 months ago
- ☆32Nov 27, 2024Updated last year
- ☆40Aug 16, 2021Updated 4 years ago
- Neural Fixed-Point Acceleration for Convex Optimization☆29Oct 6, 2022Updated 3 years ago
- Tensorflow implementation and notebooks for Implicit Maximum Likelihood Estimation☆67Apr 1, 2022Updated 3 years ago
- ☆14Nov 19, 2021Updated 4 years ago
- Repo for ICML'23 paper SurCo Learning Linear Surrogates For Combinatorial Nonlinear Optimization Problems☆20Jul 11, 2023Updated 2 years ago
- TaskMet Task-driven Metric Learning for Model Learning☆20Feb 9, 2024Updated 2 years ago
- Torch modules that wrap blackbox combinatorial solvers according to the method presented in "Differentiating Blackbox Combinatorial Solve…☆348Dec 21, 2021Updated 4 years ago
- ☆21Sep 27, 2021Updated 4 years ago
- Repo for the paper "Landscape Surrogate Learning Decision Losses for Mathematical Optimization Under Partial Information"☆38Jul 20, 2023Updated 2 years ago
- ☆34Oct 16, 2020Updated 5 years ago
- Code for the paper "Smart 'Predict, then Optimize'"☆88Aug 9, 2024Updated last year
- Tutorial on amortized optimization for learning to optimize over continuous domains☆248Oct 5, 2025Updated 4 months ago
- ☆35Sep 18, 2022Updated 3 years ago
- Power Network Optimization and Simulation.☆53Jun 30, 2023Updated 2 years ago
- A package for tree-based statistical estimation and inference using optimal decision trees.☆41Jul 14, 2024Updated last year
- Source code for the paper titled: "Unlocking the full potential of smart charging: Addressing paused and delayed charging problems in ele…☆11May 22, 2024Updated last year
- ☆10Apr 15, 2022Updated 3 years ago
- The Code for Homeomorphic Projection☆13Sep 21, 2023Updated 2 years ago
- JAX code for the paper "Control-Oriented Model-Based Reinforcement Learning with Implicit Differentiation"☆44Jun 14, 2021Updated 4 years ago
- An end-to-end framework for mixed-integer optimization with data-driven learned constraints.☆140Sep 4, 2023Updated 2 years ago
- ☆10Mar 25, 2024Updated last year
- [ICML 2023] Meta-SAGE: Scale Meta-Learning Scheduled Adaptation with Guided Exploration for Mitigating Scale Shift on Combinatorial Optim…☆10Dec 19, 2023Updated 2 years ago
- Code for nonconvex graph trend filtering☆10May 6, 2022Updated 3 years ago
- ☆12Feb 20, 2021Updated 5 years ago
- A novel general non-stationary point process model based on neural networks.☆11Sep 23, 2022Updated 3 years ago