A repository holding methods from data-driven-optimization used in data science and operations research including sample average approximations, bandit problems, robust optimization, stochastic optimization and reinforcement learning.
☆23Jun 20, 2020Updated 5 years ago
Alternatives and similar repositories for Data-Driven-Optimization
Users that are interested in Data-Driven-Optimization are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Sample Average Approximation (SAA) in Newsvendor☆11Aug 15, 2020Updated 5 years ago
- Codes for the paper "Data-Driven Sample Average Approximation with Covariate Information"☆12Aug 13, 2022Updated 3 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 4 years ago
- A Decision Rule Approach for Two-Stage Data-Driven Distributionally Robust Optimization Problems with Random Recourse☆34Aug 25, 2022Updated 3 years ago
- the codes and some preliminary progress in the work of robust stochastic portfolio optimization☆11Oct 15, 2020Updated 5 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆12Jan 31, 2022Updated 4 years ago
- Source codes of our paper on "Conic Programming Reformulations of Two-Stage Distributionally Robust Linear Programs over Wasserstein Ball…☆29Jul 31, 2021Updated 4 years ago
- Data and codes for energy circuit method-based optimal energy flow☆14Sep 17, 2022Updated 3 years ago
- 应用ALNS算法解决VRPPD问题☆58Jan 30, 2021Updated 5 years ago
- Code for Deep Neural Network Approximated Dynamic Programming☆17Jul 14, 2020Updated 5 years ago
- ☆12Jan 27, 2023Updated 3 years ago
- Scenario reduction algorithms for stochastic programming☆21Nov 11, 2018Updated 7 years ago
- Material from Power System Transients course taught in Fall 2020.☆14Jun 6, 2025Updated 10 months ago
- Code for "Explainable Data-Driven Optimization" (ICML 2023)☆13Jul 21, 2023Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Branch-price-and-cut code for the VRPTW☆27Mar 24, 2023Updated 3 years ago
- Implementation of the (dynamic) stochastic dual dynamic integer programming (SDDiP) algorithm.☆25Jan 11, 2026Updated 3 months ago
- Headway - Selenium Maven TestNG POM Data Driven Framework☆18Jul 2, 2025Updated 9 months ago
- Robust optimization, Decision rule, Benders Docomposition☆10Mar 11, 2019Updated 7 years ago
- Choosing the optimal location and size of distributed generation sources based on renewable energies in the micro-grid☆17May 6, 2019Updated 6 years ago
- A pytorch implementation of the methods described in the paper "Deep Reinforcement Learning for Continuous Electric Vehicles Charging Con…☆30Sep 13, 2023Updated 2 years ago
- A Benders Decomposition Library in Python☆22Apr 20, 2026Updated last week
- Modelling and optimization for microgrids, energy hubs, distribution systems and transmission systems☆11Dec 14, 2022Updated 3 years ago
- Code / data for the paper "A Dual Approximate Dynamic Programming Approach for Multi-stage Stochastic Unit Commitment" http://www.optimiz…☆44Sep 22, 2019Updated 6 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- codes and Simscape SPS models in the book☆19Sep 24, 2024Updated last year
- Python implementation of the genetic algorithm SNRPGA2 for the Time-Dependent Vehicle Routing Problem with Time Windows (TDVRPTW).☆11Mar 30, 2022Updated 4 years ago
- Joint market clearing of energy and frequency services, including a pricing methodology.☆25Mar 7, 2020Updated 6 years ago
- A set of methods and proprieties to perform reliability-based-design-optimization by Scenario theory. Scenario optimization makes direct…☆17Oct 5, 2022Updated 3 years ago
- ☆15Oct 12, 2019Updated 6 years ago
- Real-time security-constrained economic dispatch (i.e. optimal power flow). This set of codes aims to provide a benchmark that mimics the…☆23Apr 3, 2023Updated 3 years ago
- ☆17Apr 23, 2026Updated last week
- PowerSAS.m - A power grid analysis toolbox based on semi-analytical solutions (SAS) for Matlab/GNU Octave☆21Jan 5, 2024Updated 2 years ago
- Data and codes for the ANN-based electricity-gas dispatch article on Applied Energy (https://www.sciencedirect.com/science/article/pii/S0…☆26Feb 19, 2021Updated 5 years ago
- 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.
- MATLAB code to obtain the optimal storage size for grid level energy storage to tackle intermittent renewable energy sources☆23Jun 4, 2016Updated 9 years ago
- Application of Deep Reinforcement learning to RoboCup Rescue Simulator☆13Jul 5, 2023Updated 2 years ago
- Tree based algorithm in machine learning including both theory and codes. Topics including from decision tree regression and classificati…☆13Dec 7, 2021Updated 4 years ago
- This study is using distributionally robust optimization (DRO) algorithm with conditional value-at-risk (CVaR) to solve self-scheduling p…☆61Apr 17, 2024Updated 2 years ago
- Differentiable network optimization☆19Apr 13, 2026Updated 2 weeks ago
- complements the @github/TemoaProject by providing methods to help with the creation and analysis of the .sqlite databases used by temoa☆10Apr 15, 2021Updated 5 years ago
- Some codes of the paper: "Planning fully renewable powered charging stations on highways: a data-driven robust optimization approach"☆28May 28, 2019Updated 6 years ago