krishnap25 / sqwashLinks
Distributionally Robust Learning in PyTorch. Install with `pip install sqwash`.
☆12Updated 2 years ago
Alternatives and similar repositories for sqwash
Users that are interested in sqwash are comparing it to the libraries listed below
Sorting:
- ☆26Updated last year
- ☆10Updated last year
- The MATLAB source code☆14Updated 6 years ago
- ☆26Updated last year
- ☆30Updated 8 months ago
- ☆12Updated 4 years ago
- Experiments with distributionally robust optimization (DRO) for deep neural networks☆39Updated 6 years ago
- Implementation of "Interior Point Solving for LP-based prediction+optimisation" paper in Neurips 2020.☆20Updated last year
- Coresets for Wasserstein Distributionally Robust Optimization Problems☆13Updated 3 years ago
- Multi-task end-to-end predict-then-optimize☆13Updated 2 years ago
- PyTorch utilities for Optimal Power Flow☆26Updated 8 months ago
- This repository is the the implementation of the JAIR paper: https://doi.org/10.1613/jair.1.15320. This repository provides the codebase …☆59Updated 8 months ago
- Code the AAAI 2019 paper "Melding the Data-Decisions Pipeline: Decision-Focused Learning for Combinatorial Optimization"☆35Updated 4 years ago
- COHORT: Coordination of Heterogeneous Thermostatically Controlled Loads for Demand Flexibility☆14Updated 4 years ago
- Source code for the Paper: CombOptNet: Fit the Right NP-Hard Problem by Learning Integer Programming Constraints}☆72Updated 3 years ago
- ☆12Updated 4 years ago
- Code for "Decision-Focused Learning without Differentiable Optimization: Learning Locally Optimized Decision Losses"☆31Updated last year
- This repo contains data and code for Task-Aware Machine Unlearning with Application to Load Forecasting.☆12Updated last year
- ☆21Updated 4 years ago
- ☆30Updated last year
- Learning-to-Optimize for Mixed-Integer Non-Linear Programming☆59Updated last week
- Codes for the paper "Data-Driven Sample Average Approximation with Covariate Information"☆13Updated 3 years ago
- ☆10Updated last year
- PowerBiMIP is an open-source, efficient bilevel mixed-integer programming (BiMIP) solver, with a special focus on applications in power a…☆33Updated 2 months ago
- The Code for Homeomorphic Projection☆13Updated 2 years ago
- The official implementation of DIG-MILP☆14Updated 2 years ago
- Fast hyperparameter settings for non-smooth estimators:☆40Updated 2 years ago
- ☆18Updated 4 years ago
- DC3: A Learning Method for Optimization with Hard Constraints☆167Updated 4 years ago
- Code for paper: End-to-end Stochastic Optimization with Energy-based Model☆16Updated 2 years ago