Code for the paper "Smart 'Predict, then Optimize'"
☆91Aug 9, 2024Updated 2 years ago
Alternatives and similar repositories for SmartPredictThenOptimize
Users that are interested in SmartPredictThenOptimize 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 release for AAAI 2020 paper "Smart Predict-and-Optimize for Hard Combinatorial Optimization Problems"☆39Jun 27, 2024Updated 2 years ago
- ☆27Mar 25, 2026Updated 5 months ago
- MIE424 Group Project: smart_predict_optimize☆14Apr 27, 2021Updated 5 years ago
- A PyTorch-based End-to-End Predict-then-Optimize Library for Linear and Integer Programming☆690Jul 10, 2026Updated 2 months ago
- ☆33Oct 16, 2020Updated 5 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.
- ☆22Mar 23, 2022Updated 4 years ago
- TaskMet Task-driven Metric Learning for Model Learning☆21Feb 9, 2024Updated 2 years ago
- ☆18Feb 7, 2021Updated 5 years ago
- Codes for the paper "Data-Driven Sample Average Approximation with Covariate Information"☆13Aug 13, 2022Updated 4 years ago
- Code for "Decision-Focused Learning without Differentiable Optimization: Learning Locally Optimized Decision Losses"☆33Mar 18, 2024Updated 2 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 5 years ago
- SDDiP implementation for a generation expansion planning model☆15May 6, 2019Updated 7 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 …☆86Mar 11, 2025Updated last year
- Convert CVXPY expressions to PyTorch expressions☆18Jul 8, 2025Updated last year
- 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.
- Code the AAAI 2019 paper "Melding the Data-Decisions Pipeline: Decision-Focused Learning for Combinatorial Optimization"☆37Feb 12, 2021Updated 5 years ago
- ☆31Nov 27, 2024Updated last year
- Repo for ICML'23 paper SurCo Learning Linear Surrogates For Combinatorial Nonlinear Optimization Problems☆18Jul 11, 2023Updated 3 years ago
- Code for "Explainable Data-Driven Optimization" (ICML 2023)☆13Jul 21, 2023Updated 3 years ago
- Robust Bond Portfolio Construction via Convex-Concave Saddle Point Optimization☆14May 13, 2024Updated 2 years ago
- Neur2SP: Neural Two-Stage Stochastic Programming☆57Mar 8, 2023Updated 3 years ago
- ☆29Mar 17, 2025Updated last year
- Package for building Market Segmentation Trees, Choice Model Trees, and Isotonic Regression Trees☆16Apr 21, 2023Updated 3 years ago
- Repo for the paper "Landscape Surrogate Learning Decision Losses for Mathematical Optimization Under Partial Information"☆37Jul 20, 2023Updated 3 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- A collection of structured optimization algorithms for two-stage (L-shaped) stochastic programs, written in Julia.☆11Feb 26, 2019Updated 7 years ago
- ☆12Jan 31, 2022Updated 4 years ago
- ☆18Nov 6, 2017Updated 8 years ago
- An end-to-end framework for mixed-integer optimization with data-driven learned constraints.☆139Sep 4, 2023Updated 3 years ago
- A repository holding methods from data-driven-optimization used in data science and operations research including sample average approxim…☆23Jun 20, 2020Updated 6 years ago
- ☆63Dec 2, 2022Updated 3 years ago
- ☆12Sep 15, 2021Updated 5 years ago
- A package for tree-based statistical estimation and inference using optimal decision trees.☆42Aug 1, 2026Updated last month
- Formulate trained predictors in Gurobi models☆254Sep 1, 2026Updated 2 weeks ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Pytorch implementation of SuperPolyak subgradient method.☆42Nov 18, 2022Updated 3 years ago
- Meal Delivery Routing Problem Test Instance Library☆78Feb 28, 2018Updated 8 years ago
- Minimal entropic value at risk (EVaR) portfolio construction under a Gaussian mixture model of returns.☆24May 8, 2024Updated 2 years ago
- This repository contains codes for paper: Generalized Linear Bandits with Local Differential Privacy by Yuxuan Han, Zhipeng Liang, Yang W…☆16Apr 25, 2026Updated 4 months ago
- A tutorial for some basic algorithms.☆37Jun 8, 2026Updated 3 months ago
- ☆15Jun 8, 2023Updated 3 years ago
- ☆21Sep 27, 2021Updated 4 years ago