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matthewdowicz's Projects

blendingtoolkit icon blendingtoolkit

Tools to create blend catalogs, produce training samples and implement blending metrics

fpoffline icon fpoffline

Tools for analyzing focal plane performance that run outside the online ICS environment with the inclusion of the denoising scripts.

metadetectstudy icon metadetectstudy

Studying the algorithm presented in https://iopscience.iop.org/article/10.3847/1538-4357/abb595/pdf

pfgm_mnist icon pfgm_mnist

A JAX implementation of the Poisson Flow Generative Model ([PFGM](https://arxiv.org/abs/2209.11178)) using the MNIST dataset

pfgmpp icon pfgmpp

JAX/Flax implementation of the the PFGM++ paper

thesis-cnn icon thesis-cnn

CNN made to classify low S/N quasars and stars at redshifts of 2.45 < z < 3.05.

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