Science Score: 49.0%
This score indicates how likely this project is to be science-related based on various indicators:
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○CITATION.cff file
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✓codemeta.json file
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✓.zenodo.json file
Found .zenodo.json file -
✓DOI references
Found 1 DOI reference(s) in README -
✓Academic publication links
Links to: arxiv.org -
○Academic email domains
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○Scientific vocabulary similarity
Low similarity (15.6%) to scientific vocabulary
Repository
Generate HiPS representation
Basic Info
- Host: GitHub
- Owner: HITS-AIN
- License: apache-2.0
- Language: Python
- Default Branch: main
- Homepage: https://space.h-its.org
- Size: 136 MB
Statistics
- Stars: 0
- Watchers: 1
- Forks: 1
- Open Issues: 1
- Releases: 1
Metadata Files
README.md
HiPSter
Spherinator and HiPSter are tools that provide explorative access and visualization for multimodal data from extremely large astrophysical datasets, ranging from exascale cosmological simulations to multi-billion object observational galaxy surveys.
HiPSter uses a trained model from Spherinator with a spherical latent space to create HiPS tilings and a catalog that can be visualized interactively on the surface of a sphere using Aladin Lite.
Installation
bash
pip install astro-hipster
Usage
The HiPSter package provides a CLI to create HiPS tilings and a catalog from the spherical latent
space representation.
bash
hipster --config <path_to_config_file>
For more details run hipster --help or check the documentation.
Documentation
The HiPSter documentation is part of the Spherinator documentation and can be found at:
Acknowledgments
Funded by the European Union. This work has received funding from the European High-Performance Computing Joint Undertaking (JU) and Belgium, Czech Republic, France, Germany, Greece, Italy, Norway, and Spain under grant agreement No 101093441.
Views and opinions expressed are however those of the author(s) only and do not necessarily reflect those of the European Union or the European High Performance Computing Joint Undertaking (JU) and Belgium, Czech Republic, France, Germany, Greece, Italy, Norway, and Spain. Neither the European Union nor the granting authority can be held responsible for them.
License
This project is licensed under the Apache-2.0 License.
Citation
If you use HiPSter in your research, we provide a citation to use:
bibtex
@article{Polsterer_Spherinator_and_HiPSter_2024,
author = {Polsterer, Kai Lars and Doser, Bernd and Fehlner, Andreas and Trujillo-Gomez, Sebastian},
title = {{Spherinator and HiPSter: Representation Learning for Unbiased Knowledge Discovery from Simulations}},
url = {https://arxiv.org/abs/2406.03810},
doi = {10.48550/arXiv.2406.03810},
year = {2024}
}
Owner
- Name: HITS gGmbH – Astroinformatics
- Login: HITS-AIN
- Kind: organization
- Location: Heidelberg, Germany
- Website: https://www.h-its.org/en/research/ain
- Repositories: 12
- Profile: https://github.com/HITS-AIN
GitHub Events
Total
- Release event: 1
- Delete event: 7
- Issue comment event: 11
- Public event: 1
- Push event: 14
- Pull request event: 16
- Fork event: 1
- Create event: 9
Last Year
- Release event: 1
- Delete event: 7
- Issue comment event: 11
- Public event: 1
- Push event: 14
- Pull request event: 16
- Fork event: 1
- Create event: 9