Code the AAAI 2019 paper "Melding the Data-Decisions Pipeline: Decision-Focused Learning for Combinatorial Optimization"
☆36Feb 12, 2021Updated 5 years ago
Alternatives and similar repositories for aaai_melding_code
Users that are interested in aaai_melding_code are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Implementation of "Interior Point Solving for LP-based prediction+optimisation" paper in Neurips 2020.☆21May 16, 2024Updated 2 years ago
- ☆18Feb 7, 2021Updated 5 years ago
- Code for "Decision-Focused Learning without Differentiable Optimization: Learning Locally Optimized Decision Losses"☆33Mar 18, 2024Updated 2 years ago
- ☆27Mar 25, 2026Updated 3 months ago
- Code release for AAAI 2020 paper "Smart Predict-and-Optimize for Hard Combinatorial Optimization Problems"☆39Jun 27, 2024Updated 2 years ago
- 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.
- Code for NeurIPS2021 submission "A Surrogate Objective Framework for Prediction+Programming with Soft Constraints"☆13Aug 30, 2021Updated 4 years ago
- ☆21Mar 23, 2022Updated 4 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 …☆80Mar 11, 2025Updated last year
- ☆33Oct 16, 2020Updated 5 years ago
- TaskMet Task-driven Metric Learning for Model Learning☆21Feb 9, 2024Updated 2 years ago
- Source code for the Paper: CombOptNet: Fit the Right NP-Hard Problem by Learning Integer Programming Constraints}☆74Apr 28, 2022Updated 4 years ago
- ☆14Jun 8, 2023Updated 3 years ago
- Repo for the paper "Landscape Surrogate Learning Decision Losses for Mathematical Optimization Under Partial Information"☆37Jul 20, 2023Updated 2 years ago
- A PyTorch-based End-to-End Predict-then-Optimize Library for Linear and Integer Programming☆674Updated this week
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- ☆26Jan 8, 2024Updated 2 years ago
- Exact Combinatorial Optimization with Graph Convolutional Neural Networks (NeurIPS 2019)☆410Dec 21, 2021Updated 4 years ago
- ☆11Aug 2, 2022Updated 3 years ago
- Code release for NeurIPS 2019 paper "End to End Learning and Optimization on Graphs"☆89Oct 27, 2019Updated 6 years ago
- Code for "Explainable Data-Driven Optimization" (ICML 2023)☆13Jul 21, 2023Updated 2 years ago
- ☆15Nov 4, 2021Updated 4 years ago
- A JuMP extension for probabilistic (chance) constraints☆30Feb 8, 2020Updated 6 years ago
- Repo for ICML'23 paper SurCo Learning Linear Surrogates For Combinatorial Nonlinear Optimization Problems☆18Jul 11, 2023Updated 2 years ago
- Task-based end-to-end model learning in stochastic optimization☆224Nov 29, 2020Updated 5 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Repository containing supplementary data and code for "Unit Commitment with N-1 Security and Wind Uncertainty"☆13Oct 2, 2018Updated 7 years ago
- ☆27May 29, 2025Updated last year
- Code for the paper "Smart 'Predict, then Optimize'"☆90Aug 9, 2024Updated last year
- Code for our paper Demand Response Model Identification and Behavior Forecast with OptNet: a Gradient-based Approach.☆10Jul 7, 2022Updated 3 years ago
- Code for paper: End-to-end Stochastic Optimization with Energy-based Model☆16Feb 14, 2023Updated 3 years ago
- A package for tree-based statistical estimation and inference using optimal decision trees.☆42Jul 14, 2024Updated last year
- COHORT: Coordination of Heterogeneous Thermostatically Controlled Loads for Demand Flexibility☆14Feb 3, 2021Updated 5 years ago
- ☆10Mar 25, 2024Updated 2 years ago
- Paper notes☆12Apr 27, 2018Updated 8 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- End-to-end distributionally robust optimization☆39Apr 15, 2023Updated 3 years ago
- MIE424 Group Project: smart_predict_optimize☆14Apr 27, 2021Updated 5 years ago
- The repository archives papers regarding the combination of combinatorial optimization and machine learning and corresponding reading not…☆165Nov 2, 2020Updated 5 years ago
- Tutorial on amortized optimization for learning to optimize over continuous domains☆259Oct 5, 2025Updated 8 months ago
- ☆16May 3, 2024Updated 2 years ago
- Benchmark problems for decision-focused learning☆17Jun 22, 2026Updated last week
- ☆27Sep 30, 2025Updated 9 months ago