A package of distributionally robust optimization (DRO) methods. Implemented via cvxpy and PyTorch
☆164Oct 25, 2026Updated last week
Alternatives and similar repositories for dro
Users that are interested in dro are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆14Oct 13, 2025Updated last year
- Starter pack for distributionally robust chance-constrained optimization using the Wasserstein distance☆14Jul 2, 2024Updated 2 years ago
- A python package providing a benchmark with various specified distribution shift patterns.☆62Jul 23, 2026Updated 3 months ago
- Code for "LLM Embeddings Improve Test-time Adaptation to Tabular Y|X-Shifts"☆12Oct 17, 2024Updated 2 years ago
- Experiments with distributionally robust optimization (DRO) for deep neural networks☆39May 21, 2019Updated 7 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆40Aug 16, 2021Updated 5 years ago
- This study is using distributionally robust optimization (DRO) algorithm with conditional value-at-risk (CVaR) to solve self-scheduling p…☆63Apr 17, 2024Updated 2 years ago
- Distributionally robust scheduling with CVaR assessment for reconfigura-ble distribution networks hosting renewable energy penetrations☆15Sep 8, 2024Updated 2 years ago
- [ICML2025] Official Code of From Local Details to Global Context: Advancing Vision-Language Models with Attention-Based Selection☆27Jun 27, 2025Updated last year
- Code for "Strengthened and Faster Linear Approximation to Joint Chance Constraints with Wasserstein Ambiguity", INFORMS Journal of Comput…☆20Updated this week
- Coresets for Wasserstein Distributionally Robust Optimization Problems☆13Oct 9, 2022Updated 4 years ago
- Source code and simulation scripts for "A Distributionally Robust Optimization Approach for Unit Commitment in Microgrids"☆52Nov 10, 2020Updated 5 years ago
- ☆28Jul 28, 2021Updated 5 years ago
- Certified robustness of deep neural networks☆18Aug 20, 2024Updated 2 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 2025] This is the official PyTorch implementation of "🎵 HarmoniCa: Harmonizing Training and Inference for Better Feature Caching i…☆46Jul 10, 2025Updated last year
- Code the AAAI 2019 paper "Melding the Data-Decisions Pipeline: Decision-Focused Learning for Combinatorial Optimization"☆37Feb 12, 2021Updated 5 years ago
- This set of codes implements our TSG paper "Hierarchical Deep Learning Model for Degradation Prediction per Look-Ahead Scheduled Battery …☆12Feb 24, 2025Updated last year
- Power system generation scheduling and co-simulation with dynamics.☆27Jun 7, 2026Updated 5 months ago
- Robust Stochastic Optimization Made Easy☆351Nov 15, 2024Updated last year
- Code for the paper: Kernel Distributionally Robust Optimization☆13Feb 21, 2021Updated 5 years ago
- ☆14Nov 16, 2024Updated last year
- This repository contains the code for Physics-Informed Neural Network for AC Optimal Power Flow applications and the worst case guarantee…☆51Oct 14, 2021Updated 5 years ago
- Distributionally robust machine learning with Pytorch and Scikit-learn wrappers☆25Mar 12, 2026Updated 7 months 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.
- ☆14Oct 10, 2024Updated 2 years ago
- Cone-Aligned Vector Estimation for End-to-End Binary Linear Programming☆10May 25, 2026Updated 5 months ago
- A PyTorch-based End-to-End Predict-then-Optimize Library for Linear and Integer Programming☆698Oct 7, 2026Updated last month
- Causal data augmentation for pretraining debiasing☆12Aug 31, 2021Updated 5 years ago
- This is a Matlab implementation of the SOCP augmented relaxation OPF solution method from (Nick et al, 2017), as studied in (Bobo et al, …☆41Jan 10, 2020Updated 6 years ago
- Code for "Accelerating Transformer Pre-training with 2:4 Sparsity"☆28Dec 8, 2024Updated last year
- ☆22May 16, 2022Updated 4 years ago
- LAMPOS, a strategy-based solution approach for mp-MILPs for real-time mixed-integer MPC with sub-optimality quantification☆11Jun 25, 2023Updated 3 years ago
- ☆11Sep 7, 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.
- ☆470Jun 25, 2023Updated 3 years ago
- This repository contains the code for paper Li, Ran, et al. "Decision-oriented learning for future power system decision-making under unc…☆39Apr 13, 2025Updated last year
- ☆28Mar 31, 2021Updated 5 years ago
- An open-source Python package to solve Inverse Optimization problems.☆18Oct 3, 2024Updated 2 years ago
- An end-to-end framework for mixed-integer optimization with data-driven learned constraints.☆139Sep 4, 2023Updated 3 years ago
- ☆23Aug 20, 2026Updated 2 months ago
- Robust Bond Portfolio Construction via Convex-Concave Saddle Point Optimization☆14May 13, 2024Updated 2 years ago