Metadata-Version: 2.1
Name: galaxygrad
Version: 0.0.2
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

Contains two jax functions ScoreNet32 and ScoreNet64. 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. generateSample(samples=n, hi_res=bool, seed=XXXX) will generate an array of n galaxy samples which can be plotted with imshow.
