{"id":37069972,"url":"https://github.com/alexisthual/fugw","last_synced_at":"2026-01-14T08:03:29.482Z","repository":{"id":63792449,"uuid":"452645468","full_name":"alexisthual/fugw","owner":"alexisthual","description":"Scalable python GPU solvers for fused unbalanced gromov-wasserstein optimal transport problems, with routines and examples to align brain data (fMRI)","archived":false,"fork":false,"pushed_at":"2025-06-16T16:44:27.000Z","size":61999,"stargazers_count":45,"open_issues_count":10,"forks_count":7,"subscribers_count":8,"default_branch":"main","last_synced_at":"2025-11-30T07:23:20.653Z","etag":null,"topics":["brain-alignment","optimal-transport","python3"],"latest_commit_sha":null,"homepage":"https://alexisthual.github.io/fugw/","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/alexisthual.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2022-01-27T10:54:46.000Z","updated_at":"2025-11-15T13:48:36.000Z","dependencies_parsed_at":"2024-07-10T17:19:02.747Z","dependency_job_id":"771e2825-a119-4da9-b8cb-d55bbef3682b","html_url":"https://github.com/alexisthual/fugw","commit_stats":null,"previous_names":[],"tags_count":2,"template":false,"template_full_name":null,"purl":"pkg:github/alexisthual/fugw","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/alexisthual%2Ffugw","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/alexisthual%2Ffugw/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/alexisthual%2Ffugw/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/alexisthual%2Ffugw/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/alexisthual","download_url":"https://codeload.github.com/alexisthual/fugw/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/alexisthual%2Ffugw/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":28413527,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-01-14T05:26:33.345Z","status":"ssl_error","status_checked_at":"2026-01-14T05:21:57.251Z","response_time":107,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.5:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["brain-alignment","optimal-transport","python3"],"created_at":"2026-01-14T08:03:28.959Z","updated_at":"2026-01-14T08:03:29.465Z","avatar_url":"https://github.com/alexisthual.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Fused Unbalanced Gromov-Wasserstein for Python\n\n![build](https://img.shields.io/github/actions/workflow/status/alexisthual/fugw/unit_tests.yml?event=push\u0026style=for-the-badge)\n![python version](https://img.shields.io/badge/python-3.8_|_3.9_|_3.10_|_3.11_|_3.12-blue?style=for-the-badge)\n![license](https://img.shields.io/github/license/alexisthual/fugw?style=for-the-badge)\n![code style](https://img.shields.io/badge/code_style-black-black?style=for-the-badge)\n\nThis package implements multiple GPU-compatible PyTorch solvers\nto the Fused Unbalanced Gromov-Wasserstein optimal transport problem.\n\n**This package is under active development. There is no guarantee that the API and solvers\nwon't change in the near future.**\n\n## Installation\n\n**To install this package, make sure you have an up-to-date version of** `pip`.\n\n### From PyPI\n\nIn a dedicated Python env, run:\n\n```bash\npip install fugw\n```\n\n### From source\n\n```bash\ngit clone https://github.com/alexisthual/fugw.git\ncd fugw\n```\n\nIn a dedicated Python env, run:\n\n```bash\npip install -e .\n```\n\nContributors should also install the development dependencies\nin order to test and automatically format their contributions.\n\n```bash\npip install -e \".[dev]\"\npre-commit install\n```\n\nTests run on CPU and GPU, depending on the configuration of your machine.\nYou can run them with:\n\n```bash\npytest\n```\n\n## Citing this work\n\nIf this package was useful to you, please cite it in your work:\n\n```bibtex\n@article{Thual-2022-fugw,\n  title={Aligning individual brains with Fused Unbalanced Gromov-Wasserstein},\n  author={Thual, Alexis and Tran, Huy and Zemskova, Tatiana and Courty, Nicolas and Flamary, Rémi and Dehaene, Stanislas and Thirion, Bertrand},\n  publisher={arXiv},\n  doi={10.48550/ARXIV.2206.09398},\n  url={https://arxiv.org/abs/2206.09398},\n  year={2022},\n  copyright={Creative Commons Attribution 4.0 International}\n}\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Falexisthual%2Ffugw","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Falexisthual%2Ffugw","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Falexisthual%2Ffugw/lists"}