René's URL Explorer Experiment


Title: UnravelSports · GitHub

Open Graph Title: UnravelSports - Overview

X Title: UnravelSports - Overview

Description: UnravelSports has 21 repositories available. Follow their code on GitHub.

Open Graph Description: UnravelSports has 21 repositories available. Follow their code on GitHub.

X Description: UnravelSports has 21 repositories available. Follow their code on GitHub.

Opengraph URL: https://github.com/UnravelSports

X: @github

direct link

Domain: github.com

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Overview https://github.com/UnravelSports
Repositories 21 https://github.com/UnravelSports?tab=repositories
Projects 0 https://github.com/UnravelSports?tab=projects
Packages 0 https://github.com/UnravelSports?tab=packages
Stars 71 https://github.com/UnravelSports?tab=stars
Overviewhttps://github.com/UnravelSports
Repositorieshttps://github.com/UnravelSports?tab=repositories
Projectshttps://github.com/UnravelSports?tab=projects
Packageshttps://github.com/UnravelSports?tab=packages
Starshttps://github.com/UnravelSports?tab=stars
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118 followers https://github.com/UnravelSports?tab=followers
1 following https://github.com/UnravelSports?tab=following
https://unravelsports.comhttps://unravelsports.com
https://orcid.org/0009-0008-1875-7016https://orcid.org/0009-0008-1875-7016
Achievementshttps://github.com/UnravelSports?tab=achievements
x3https://github.com/UnravelSports?achievement=pull-shark&tab=achievements
x2https://github.com/UnravelSports?achievement=starstruck&tab=achievements
https://github.com/UnravelSports?achievement=yolo&tab=achievements
https://github.com/UnravelSports?achievement=quickdraw&tab=achievements
https://github.com/UnravelSports?achievement=pair-extraordinaire&tab=achievements
Achievementshttps://github.com/UnravelSports?tab=achievements
x3https://github.com/UnravelSports?achievement=pull-shark&tab=achievements
x2https://github.com/UnravelSports?achievement=starstruck&tab=achievements
https://github.com/UnravelSports?achievement=yolo&tab=achievements
https://github.com/UnravelSports?achievement=quickdraw&tab=achievements
https://github.com/UnravelSports?achievement=pair-extraordinaire&tab=achievements
blocking usershttps://docs.github.com/articles/blocking-a-user-from-your-personal-account
reporting abusehttps://docs.github.com/articles/reporting-abuse-or-spam
Report abusehttps://github.com/contact/report-abuse?report=UnravelSports+%28user%29
Overview https://github.com/UnravelSports
Repositories 21 https://github.com/UnravelSports?tab=repositories
Projects 0 https://github.com/UnravelSports?tab=projects
Packages 0 https://github.com/UnravelSports?tab=packages
Stars 71 https://github.com/UnravelSports?tab=stars
Overviewhttps://github.com/UnravelSports
Repositorieshttps://github.com/UnravelSports?tab=repositories
Projectshttps://github.com/UnravelSports?tab=projects
Packageshttps://github.com/UnravelSports?tab=packages
Starshttps://github.com/UnravelSports?tab=stars
unravelsportshttps://github.com/UnravelSports/unravelsports
https://github.com/UnravelSports/unravelsports.github.io/blob/main/imgs/unravelsports-5500x800.png?raw=true
https://unravelsports.github.io/
https://www.tldrlegal.com/license/mozilla-public-license-2-0-mpl-2
https://github.com/UnravelSports#-documentation
👉 unravelsports.readthedocs.iohttps://unravelsports.readthedocs.io
https://github.com/UnravelSports#-what-is-it
Polars DataFrame Conversionhttps://github.com/UnravelSports#polars-dataframes
Graph Neural Networkhttps://github.com/UnravelSports#graph-neural-networks
🔗 Bekkers & Sahasrabudhe (2023)https://arxiv.org/pdf/2411.17450
Pressing Intensityhttps://github.com/UnravelSports#pressing-intensity
🔗 Bekkers (2024)https://arxiv.org/pdf/2501.04712
Formation and Position Identification (EFPI)https://github.com/UnravelSports#formation-and-position-identification
🔗 Bekkers (2025)https://arxiv.org/pdf/2506.23843
https://github.com/UnravelSports#-features
https://github.com/UnravelSports#polars-dataframes
Polars DataFrameshttps://pola.rs/
Kloppyhttps://kloppy.pysport.org/
BigDataBowl Datahttps://www.kaggle.com/competitions/nfl-big-data-bowl-2025/data
https://github.com/UnravelSports#graph-neural-networks
Polars Dataframeshttps://github.com/UnravelSports#polars-dataframes
Graphshttps://github.com/UnravelSports/unravelsports/blob/main/examples/graphs_faq.md
Graphshttps://github.com/UnravelSports/unravelsports/blob/main/examples/graphs_faq.md
PyTorch Geometrichttps://pytorch-geometric.readthedocs.io/en/latest/
Spektralhttps://github.com/danielegrattarola/spektral
https://github.com/UnravelSports#pressing-intensity
Pressing Intensityhttps://arxiv.org/abs/2501.04712
Pressing Intensity Jupyter Notebookhttps://github.com/UnravelSports/unravelsports/blob/main/examples/pressing_intensity.ipynb
https://github.com/UnravelSports/unravelsports/blob/main/assets/gif/preview.gif
https://github.com/UnravelSports#formation-and-position-identification
Elastic Formation and Position Identification, EFPIhttps://arxiv.org/pdf/2506.23843
Polars Documentationhttps://docs.pola.rs/api/python/stable/reference/dataframe/api/polars.DataFrame.group_by_dynamic.html
https://github.com/UnravelSports/unravelsports/blob/main/assets/efpi.png
https://github.com/UnravelSports#-quick-start
Quick Start Jupyter Notebookhttps://github.com/UnravelSports/unravelsports/blob/main/examples/0_quick_start_guide_pyg.ipynb
Graph Converter Tutorial Jupyter Notebookhttps://github.com/UnravelSports/unravelsports/blob/main/examples/1_kloppy_gnn_train_pyg.ipynb
BigDataBowl Converter Tutorial Jupyter Notebookhttps://github.com/UnravelSports/unravelsports/blob/main/examples/2_big_data_bowl_guide.ipynb
Pressing Intensity Tutorial Jupyter Notebookhttps://github.com/UnravelSports/unravelsports/blob/main/examples/pressing_intensity.ipynb
https://github.com/UnravelSports#-additional-reading
A Graph Neural Network Deep-dive into Successful Counterattacks {A. Sahasrabudhe J. Bekkers, 2023}https://github.com/USSoccerFederation/ussf_ssac_23_soccer_gnn/tree/main
Cutting Edge Football Analytics: using polars, keras and spektral (PyData London, 2025)https://rawcdn.githack.com/UnravelSports/keynotes/main/html/20250607-PyData-London.html
https://github.com/UnravelSports#-installation
https://github.com/UnravelSports#-licenses
Mozilla Public License Version 2.0 (MPL)https://github.com/UnravelSports/unravelsports/blob/main/LICENSE
https://github.com/UnravelSports#-citation
The unravelsports packagehttps://github.com/unravelsports/unravelsports
Bekkers, J., & Sahasrabudhe, A. (2024). A Graph Neural Network deep-dive into successful counterattacks. arXiv preprint arXiv:2411.17450.https://arxiv.org/pdf/2411.17450
Bekkers, J. (2024). Pressing Intensity: An Intuitive Measure for Pressing in Soccer. arXiv preprint arXiv:2501.04712.https://arxiv.org/pdf/2501.04712
Bekkers, J. (2025). EFPI: Elastic Formation and Position Identification in Football (Soccer) using Template Matching and Linear Assignment. arXiv preprint arXiv:2506.23843.https://arxiv.org/pdf/2506.23843
https://github.com/UnravelSports#-social-media
LinkedInhttps://www.linkedin.com/in/joris-bekkers-33138288/
Blueskyhttps://bsky.app/profile/unravelsports.com
unravelsportshttps://github.com/UnravelSports/unravelsports
242 https://github.com/UnravelSports/unravelsports/stargazers
32 https://github.com/UnravelSports/unravelsports/forks
fast-forwardhttps://github.com/UnravelSports/fast-forward
42 https://github.com/UnravelSports/fast-forward/stargazers
2 https://github.com/UnravelSports/fast-forward/forks
common-data-format-validatorhttps://github.com/UnravelSports/common-data-format-validator
16 https://github.com/UnravelSports/common-data-format-validator/stargazers
2 https://github.com/UnravelSports/common-data-format-validator/forks
GitHub status pagehttps://www.githubstatus.com/
contact supporthttps://github.com/contact
Please reload this pagehttps://github.com/UnravelSports
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Statushttps://www.githubstatus.com/
Communityhttps://github.community/
Docshttps://docs.github.com/
Contacthttps://support.github.com?tags=dotcom-footer

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