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16 changes: 16 additions & 0 deletions astrohackweek20/astro-mnist.yml
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title: Astro-MNIST
creators:
-Aleksandra Ciprijanovic
description: >
Currently there are no official benchmarking datasets in astronomy (Astro-MNIST)
that can be used by the community to compare different ML models and techniques in order to
understand the improvements and benefits of novel approaches. Goal of the project - gather resources in one spot:
links to available simulators (for dataset generation) and simulated / observed datasets, links to hosted datasets we
prepared for various astronomy research fields (galaxy images, variable stars, supernova spectra etc.), example Jupyter
files for using datasets to facilitate easier use and learning, include a set of guidelines for astro-ML “best practices”,
links to books and learning resources."
source-url: https://github.com/AleksCipri/AstroBenchmarking
live-url: https://alekscipri.github.io/AstroBenchmarking/
contact-email: [email protected]
images: astro-mnist.png
orcid: orcid.org/0000-0003-1281-7192