Metadata-Version: 2.2
Name: galaxygrad
Version: 0.2.0
Summary: Diffusion model for galaxy generation
Author: Matt Sampson
Author-email: matt.sampson@princeton.edu
Keywords: python,diffusion
Classifier: Development Status :: 3 - Alpha
Classifier: Intended Audience :: Education
Classifier: Programming Language :: Python :: 3
Classifier: Operating System :: MacOS :: MacOS X
Requires-Dist: jax
Requires-Dist: equinox
Requires-Dist: einops
Requires-Dist: diffrax
Dynamic: author
Dynamic: author-email
Dynamic: classifier
Dynamic: description
Dynamic: keywords
Dynamic: requires-dist
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Contains 4 generative diffusion models ScoreNet32 and ScoreNet64 for both the HSC and ZTF surveys. These are used to return the gradients of an arbitrary image with respect to a prior distribution of individual artifact free galaxy models. Current functions include ScoreNetXX(image) returns gradients as stated. Data transformatons are now done inside the package.
