This collection will be populated with MMU v1.6 datasets as they are compiled
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Machine Learning for Astrophysics
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The Multimodal Universe Dataset is a large-scale, multimodal collection of astronomical data, including images, spectra, and light curves. This dataset is designed to empower researchers and practitioners in developing foundation models for astrophysics and beyond.
Version 1.5 of the MMU has been released (release post here), with the complete set of the MMUv1 datasets available in HATS format in this Hugging Face Collection.
Version 1.5 of the Multimodal Universe Datasets
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The Multimodal Universe: Enabling Large-Scale Machine Learning with 100TB of Astronomical Scientific Data
Paper • 2412.02527 • Published • 13 -
Using LSDB to enable large-scale catalog distribution, cross-matching, and analytics
Paper • 2501.02103 • Published • 1 -
hugging-science/mmu_legacysurvey_dr10_south_21
Preview • Updated • 40.7k • 4 -
UniverseTBD/mmu_gaia_gaia
Preview • Updated • 3.06k
This collection will be populated with MMU v1.6 datasets as they are compiled
Version 1.5 of the Multimodal Universe Datasets
-
The Multimodal Universe: Enabling Large-Scale Machine Learning with 100TB of Astronomical Scientific Data
Paper • 2412.02527 • Published • 13 -
Using LSDB to enable large-scale catalog distribution, cross-matching, and analytics
Paper • 2501.02103 • Published • 1 -
hugging-science/mmu_legacysurvey_dr10_south_21
Preview • Updated • 40.7k • 4 -
UniverseTBD/mmu_gaia_gaia
Preview • Updated • 3.06k
models 0
None public yet
datasets 24
MultimodalUniverse/jwst
Viewer • Updated • 85.6k • 230 • 4
MultimodalUniverse/legacysurvey
Viewer • Updated • 90.6k • 2.47k • 6
MultimodalUniverse/plasticc
Viewer • Updated • 7.85k • 945 • 1
MultimodalUniverse/hsc
Viewer • Updated • 73k • 319
MultimodalUniverse/manga
Viewer • Updated • 12 • 162
MultimodalUniverse/ssl_legacysurvey
Preview • Updated • 340 • 1
MultimodalUniverse/ps1_sne_ia
Viewer • Updated • 369 • 42
MultimodalUniverse/desi
Viewer • Updated • 100k • 404
MultimodalUniverse/snls
Viewer • Updated • 10 • 56
MultimodalUniverse/tess
Viewer • Updated • 100k • 182