A package of distributionally robust optimization (DRO) methods. Implemented via cvxpy and PyTorch
☆161Mar 8, 2026Updated 3 months ago
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:
- Code for "LLM Embeddings Improve Test-time Adaptation to Tabular Y|X-Shifts"☆12Oct 17, 2024Updated last year
- Notes for Distributionally Robust Optimization (DRO) 分布鲁棒优化学习笔记☆55Mar 29, 2023Updated 3 years ago
- ☆40Aug 16, 2021Updated 4 years ago
- Codes for the paper "Residuals-based Distributionally Robust Optimization with Covariate Information"☆10Aug 13, 2022Updated 3 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
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Distributionally robust machine learning with Pytorch and Scikit-learn wrappers☆22Mar 12, 2026Updated 3 months ago
- Experiments with distributionally robust optimization (DRO) for deep neural networks☆39May 21, 2019Updated 7 years ago
- Coresets for Wasserstein Distributionally Robust Optimization Problems☆14Oct 9, 2022Updated 3 years ago
- Code for the paper: Kernel Distributionally Robust Optimization☆13Feb 21, 2021Updated 5 years ago
- Certified robustness of deep neural networks☆19Aug 20, 2024Updated last year
- ☆13Apr 30, 2025Updated last year
- the codes and some preliminary progress in the work of robust stochastic portfolio optimization☆11Oct 15, 2020Updated 5 years ago
- ☆13Oct 10, 2024Updated last year
- ☆29Mar 17, 2025Updated last year
- 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.
- Official repo for AAAI 2023 paper "Stable Learning via Sparse Variable Independence".☆13Jun 6, 2024Updated 2 years ago
- Code for "Accelerating Transformer Pre-training with 2:4 Sparsity"☆27Dec 8, 2024Updated last year
- ☆12Feb 4, 2025Updated last year
- Causal data augmentation for pretraining debiasing☆11Aug 31, 2021Updated 4 years ago
- Neur2SP: Neural Two-Stage Stochastic Programming☆57Mar 8, 2023Updated 3 years ago
- Source code and simulation scripts for "A Distributionally Robust Optimization Approach for Unit Commitment in Microgrids"☆52Nov 10, 2020Updated 5 years ago
- Code of paper "CAUSPref: Causal Preference Learning for Out-of-Distribution Recommendation" (the WebConf22)☆20Mar 11, 2022Updated 4 years ago
- Replication Code for Paper "Stochastic Optimization Forests".☆22Nov 5, 2021Updated 4 years ago
- Participation of an Energy Hub in Electricity and Heat Distribution Markets:☆48Nov 17, 2019Updated 6 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.
- Code for "Explainable Data-Driven Optimization" (ICML 2023)☆13Jul 21, 2023Updated 2 years ago
- [ICLR 2025] The offical implementation of "PSEC: Skill Expansion and Composition in Parameter Space", a new framework designed to facilit…☆65Feb 12, 2025Updated last year
- ☆11Aug 3, 2022Updated 3 years ago
- Euclidean Wasserstein-2 optimal transportation☆49Aug 19, 2023Updated 2 years ago
- [ICML 2025] This is the official PyTorch implementation of "🎵 HarmoniCa: Harmonizing Training and Inference for Better Feature Caching i…☆45Jul 10, 2025Updated 11 months ago
- ☆31Nov 27, 2024Updated last year
- Code the AAAI 2019 paper "Melding the Data-Decisions Pipeline: Decision-Focused Learning for Combinatorial Optimization"☆36Feb 12, 2021Updated 5 years ago
- ☆12Dec 22, 2025Updated 5 months ago
- Codes for the paper "Data-Driven Sample Average Approximation with Covariate Information"☆12Aug 13, 2022Updated 3 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.
- ☆27Jul 28, 2021Updated 4 years ago
- Differentiable network optimization☆19Jun 11, 2026Updated last week
- A Decision Rule Approach for Two-Stage Data-Driven Distributionally Robust Optimization Problems with Random Recourse☆34Aug 25, 2022Updated 3 years ago
- [IJCV 2025] Smaller But Better: Unifying Layout Generation with Smaller Large Language Models☆159Aug 3, 2025Updated 10 months ago
- Visualize linear programming at https://lpviz.net☆41Updated this week
- Repo for the paper "Landscape Surrogate Learning Decision Losses for Mathematical Optimization Under Partial Information"☆37Jul 20, 2023Updated 2 years ago
- Electronic companion for research paper "Energy and Reserves Dispatch with Distributionally Robust Joint Chance Constraints"☆52Apr 29, 2018Updated 8 years ago