Code for "Decision-Focused Learning without Differentiable Optimization: Learning Locally Optimized Decision Losses"
☆33Mar 18, 2024Updated 2 years ago
Alternatives and similar repositories for LODLs
Users that are interested in LODLs are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆18Feb 7, 2021Updated 5 years ago
- TaskMet Task-driven Metric Learning for Model Learning☆19Feb 9, 2024Updated 2 years ago
- Code for paper: End-to-end Stochastic Optimization with Energy-based Model☆16Feb 14, 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 …☆77Mar 11, 2025Updated last year
- ☆27Mar 25, 2026Updated last month
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Implementation of "Interior Point Solving for LP-based prediction+optimisation" paper in Neurips 2020.☆20May 16, 2024Updated last year
- End-to-end distributionally robust optimization☆39Apr 15, 2023Updated 3 years ago
- ☆29Mar 17, 2025Updated last year
- ☆19Mar 6, 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
- Official implementation of Our NeurIPS 2024 Paper "Boundary Matters: A Bi-Level Active Finetuning Method"☆14Feb 11, 2025Updated last year
- ☆15Nov 4, 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
- This repo provide code for paper "FedCBO: Reaching Consensus in Clustered Federated Learning through Consensus-based Optimization".☆11May 4, 2023Updated 3 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Code for our paper: ACM-MILP: Adaptive Constraint Modification via Grouping and Selection for Hardness-Preserving MILP Instance Generatio…☆14Jan 3, 2025Updated 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
- [ICAIF 2024] Official implementation of "Stock Recommendations for Individual Investors: A Temporal Graph Network Approach with Mean-Vari…☆19Oct 21, 2025Updated 6 months ago
- This repo contains data and code for Task-Aware Machine Unlearning with Application to Load Forecasting.☆12Mar 14, 2024Updated 2 years ago
- Multi-task end-to-end predict-then-optimize☆13Apr 28, 2023Updated 3 years ago
- The repository for 'Unsupervised Learning for Combinatorial Optimization with Principled Proxy Design'☆16Oct 9, 2022Updated 3 years ago
- Official implementation non-autoregressive combinatorial optimizaiton solvers, covering our ICLR 2023 paper and SCIENTIA SINICA Informati…☆41Sep 27, 2024Updated last year
- Codebase for FIGRET (SIGCOMM 2024)☆27Sep 24, 2024Updated last year
- ☆14Jun 8, 2023Updated 2 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Official Implementation of Our ICLR 2023 paper "ROCO: A General Framework for Evaluating Robustness of Combinatorial Optimization Solvers…☆20Oct 23, 2024Updated last year
- This repository contains the code for paper Li, Ran, et al. "Decision-oriented learning for future power system decision-making under unc…☆32Apr 13, 2025Updated last year
- ☆24Dec 15, 2025Updated 4 months ago
- [SIGKDD 2023] HardSATGEN: Understanding the Difficulty of Hard SAT Formula Generation and A Strong Structure-Hardness-Aware Baseline☆22Jun 16, 2023Updated 2 years ago
- Code for Knowledge-Adaptation Priors based on the NeurIPS 2021 paper by Khan and Swaroop.☆17Feb 1, 2022Updated 4 years ago
- ☆26Jan 8, 2024Updated 2 years ago
- Code accompanying the papers "Online learning for robust voltage control under uncertain grid topology" (IEEE Transaction on Smart Grid, …☆26Nov 15, 2024Updated last year
- ☆17Apr 23, 2026Updated last week
- more data science resources☆14Jun 4, 2022Updated 3 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.
- [ICML 2023] Learning for Edge-Weighted Online Bipartite Matching with Robustness Guarantees☆11Aug 9, 2023Updated 2 years ago
- A novel general non-stationary point process model based on neural networks.☆10Sep 23, 2022Updated 3 years ago
- A PyTorch implementation of various Online & Stochastic optimization algorithms for deep learning☆26Feb 4, 2022Updated 4 years ago
- Code for my master thesis on hierarchical probabilistic forecasting of smart meter time series using weather input.☆11Aug 21, 2022Updated 3 years ago
- Implementation of a two-stage robust optimization algorithm in the capacity firming framework.☆22Oct 11, 2021Updated 4 years ago
- PyTorch utilities for Optimal Power Flow☆29Mar 17, 2025Updated last year
- Differentiable Optimizers with Perturbations in Pytorch☆70Mar 29, 2021Updated 5 years ago