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Phil Marshall's Projects

abc icon abc

Sandbox for learning about Approximate Bayesian Computation

astrodata icon astrodata

Materials for the AstroData Hack Week at University of Washington, September 2014

astroml icon astroml

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

astromlfigs icon astromlfigs

hacks and enhancements to the book figures from "Statistics, Data Mining, and Machine Learning in Astronomy"

bananas icon bananas

A simple toy problem for testing hierarchical inference (extreme deconvolution) in the case where the individual object's model uncertainties are characterised by a set of posterior samples, rather than Gaussian-approximated likelihoods.

bayes icon bayes

Probability theory for scientific inference.

bigmali icon bigmali

BIG halo MAss and Luminosity Inference

bluerings icon bluerings

An extended re-implementation of Gavazzi et al's RingFinder galaxy-scale strong gravitational lens detection robot. Subtract red light from blue, analyze residuals, classify.

colormaps icon colormaps

Implementation of new matplotlib colormaps and tests based on Peter Kovesi's paper

commissioning icon commissioning

A collection point for Commissioning related Jupyter notebooks

daft icon daft

Render some probabilistic graphical models using matplotlib

delaunay icon delaunay

Simple Delaunay tesselation of N-body outputs - for fun, not profit

emcee icon emcee

The Python ensemble sampling toolkit for affine-invariant MCMC

empiricisn icon empiricisn

Generate realistic parameters for a SN given host galaxy observations based on empirical correlations from SN datasets

env icon env

My unix environment

fuzzyblobs icon fuzzyblobs

Some exploration of Dave Sands' idea to try and find low SB satellite galaxies within 1Mpc, in the LSST reprocessed SDSS Stripe 82 imaging

galaxycraft icon galaxycraft

Making artists of impressions of galaxies that fit real galaxy images

gh-publisher icon gh-publisher

A small package of software which will help you configure an automated build and publish process, using Travis CI and GitHub Pages.

humvi icon humvi

Color composite image creation, mostly following the Lupton, Wherry et al (2004) algorithm.

introbot icon introbot

Introducing people who have common interests, on Twitter

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