Distributionally robust machine learning with Pytorch and Scikit-learn wrappers
☆18Dec 19, 2025Updated 2 months ago
Alternatives and similar repositories for skwdro
Users that are interested in skwdro are comparing it to the libraries listed below
Sorting:
- Supervised Training of Conditional Monge Maps☆19Oct 30, 2023Updated 2 years ago
- Python packages for Support Vector Regression with Linear Constraints☆10Jul 9, 2020Updated 5 years ago
- Software dev. for data science (Python)☆15May 1, 2025Updated 10 months ago
- A package of distributionally robust optimization (DRO) methods. Implemented via cvxpy and PyTorch☆155May 31, 2025Updated 9 months ago
- Normalized Wasserstein for Mixture Distributions☆11Mar 24, 2023Updated 2 years ago
- Code for MGDM algorithm, ICML 2025, https://arxiv.org/abs/2502.03332☆15May 19, 2025Updated 9 months ago
- Euclidean Wasserstein-2 optimal transportation☆46Aug 19, 2023Updated 2 years ago
- Official repository of "Minibatch optimal transport distances; analysis and applications" (https://arxiv.org/pdf/2101.01792.pdf)☆10Oct 15, 2021Updated 4 years ago
- ☆11May 5, 2023Updated 2 years ago
- AutoLibra: Metric Induction for Agents from Open-Ended Human Feedback☆17Oct 15, 2025Updated 4 months ago
- El0ps: An Exact L0-Problem Solver☆13Jan 6, 2026Updated 2 months ago
- The implementation for the paper "On Unbalanced Optimal Transport: An Analysis of Sinkhorn Algorithm".☆12Apr 11, 2020Updated 5 years ago
- ☆12Jun 17, 2022Updated 3 years ago
- ☆11Oct 19, 2020Updated 5 years ago
- This repository contains all DeepCLIP Python code☆11May 30, 2024Updated last year
- Project of ACL 2025 "UAlign: Leveraging Uncertainty Estimations for Factuality Alignment on Large Language Models"☆14Mar 25, 2025Updated 11 months ago
- Coresets for Wasserstein Distributionally Robust Optimization Problems☆13Oct 9, 2022Updated 3 years ago
- Thesis template for IIT Hyderabad.☆14May 9, 2023Updated 2 years ago
- ☆10May 28, 2023Updated 2 years ago
- ☆10Jun 22, 2022Updated 3 years ago
- [NeurIPS 2023]Federated Learning with Bilateral Curation for Partially Class-Disjoint Data☆14Aug 1, 2025Updated 7 months ago
- Jobs, internships, and work opportunities towards improving people's lives 🖖☆13Jan 31, 2020Updated 6 years ago
- Douglas-Rachford Splitting for Optimal Transport☆12Oct 4, 2021Updated 4 years ago
- [Python] Comparison of empirical probability distributions. Integral probability metrics (e.g. Kantorovich metric). f-divergences (e.g. K…☆11Apr 20, 2023Updated 2 years ago
- Source code for the paper 'Complex Hyperbolic Knowledge Graph Embeddings with Fast Fourier Transform'.☆12Nov 9, 2022Updated 3 years ago
- Python numerical optimization toolbox☆12Nov 20, 2018Updated 7 years ago
- Distributionally Robust Learning in PyTorch. Install with `pip install sqwash`.☆12Oct 6, 2023Updated 2 years ago
- Desktop chat app using Java Swing, Networking, Multi-threading - Project for Topics in Java Application Course☆10Sep 26, 2020Updated 5 years ago
- ☆15Updated this week
- Blockchain Enabled Asynchronous and Secure Federated Machine Learning☆12May 21, 2021Updated 4 years ago
- ☆18Oct 6, 2024Updated last year
- Implementations of var-sortability, sortnregress, and chain-orientation as presented in the article "Beware of the Simulated DAG": https:…☆15Nov 2, 2023Updated 2 years ago
- ☆12Mar 1, 2022Updated 4 years ago
- Scalable framework for comparing metric measure spaces with up to 1M points.☆16Apr 6, 2021Updated 4 years ago
- Code for "Learning with minibatch Wasserstein: asymptotic and gradient properties".☆13Apr 9, 2021Updated 4 years ago
- PyTorch utilities for ML, specifically speech☆13Jan 30, 2024Updated 2 years ago
- Python package for the ICML 2022 paper "Unsupervised Ground Metric Learning Using Wasserstein Singular Vectors".☆10Sep 2, 2024Updated last year
- Stochastic trace estimation using JAX☆17Aug 20, 2025Updated 6 months ago
- Scalable data valuation using optimal transport (ICLR 2025)☆13Jul 15, 2025Updated 7 months ago