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Troy Raen's Projects

annz icon annz

Machine learning methods for astrophysics (photometric redshift and PDF estimation, star/galaxy classification etc.)

astrorapid icon astrorapid

Real-time Automated Photometric IDentification (RAPID) of astronomical transients using deep learning

bao icon bao

Explores the use of photometric data and machine learning to predict the strength of the spectroscopic BAO signal.

fluxgui icon fluxgui

Better lighting for Linux. Open source GUI for xflux

gpz icon gpz

GPz 2.0: Heteroscedastic Gaussian processes for uncertain and incomplete data

iso icon iso

Generates isochrones from MESA output files.

learning-by-doing icon learning-by-doing

a set of tasks for people to learn basic software and data science skills by completing the tasks

marvin icon marvin

Data access and visualization for MaNGA. http://sdss-marvin.readthedocs.io/en/latest/

pgb_testing icon pgb_testing

Repo for testing ideas related to the Pitt-Google Broker.

photoz_errors icon photoz_errors

Tests various machine learning algorithms on the problem of predicting photometric redshifts (photo-z's). Evaluates the errors as a function of training sample size.

supernnova icon supernnova

Open Source Photometric classification https://supernnova.readthedocs.io

troyraen.github.io icon troyraen.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

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