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John Franklin Crenshaw's Projects

astroml icon astroml

Machine learning, statistics, and data mining for astronomy and astrophysics

batoid icon batoid

c++ backed python optical raytracer

cse546 icon cse546

Code and homeworks for CSE546 - Machine Learning at the University of Washington

donut-sims icon donut-sims

Donut simulations for the Rubin AOS Wavefront estimation pipeline.

elegy icon elegy

Elegy is a framework-agnostic Trainer interface for the Jax ecosystem.

gaussed icon gaussed

Deconvolving SED's from photometry using Inter-domain Gaussian Processes

halo icon halo

Data unfolding and other analysis for HALO

icetop_muons icon icetop_muons

Work at KIT-IKP on IceTop. Developing method to calculate muon number from IceTop signal.

lgsm icon lgsm

Latent Galaxy SED Model

ml-aos icon ml-aos

Machine Learning methods for Rubin AOS system

photerr icon photerr

Photometric error model for astronomical imaging surveys

phys566 icon phys566

Repository for Computational Physics course at Duke (Phys 566)

pzflow icon pzflow

Probabilistic modeling of tabular data with normalizing flows.

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