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Sean McLaughlin's Projects

aemulators icon aemulators

This repo holds the trained Aemulus Emulators I've built using my pearce package. This keeps the optimization synced across multiple clusters easily.

akashic icon akashic

An Ethereum Dapp for decentralized, semi-anonymous hypothesis registration.

blendtec icon blendtec

A repo with some notebooks I made during the DESC Hack Day. It uses the DC2 catalog with FOF matching to predict what pairs of objects will be blended in the coadd catalog.

catdog icon catdog

My project for simulating the LSST photometric pipeline

clustermassinference icon clustermassinference

During my first quarter at Stanford I'm rotating with Risa Weschler. My project is to build a statistical framework to infer the dark matter mass of a cluster given some information about the galaxies in it.

datareboot icon datareboot

Spintronics measurement software I developed during my time at NIST.

db-sgl-search icon db-sgl-search

Search for Strong Gravitational Lenses in astronomy SQL databases

deconvolvepsf icon deconvolvepsf

DES code to implement deconvolution of predicted PSFs from observed stars

desideltasigma icon desideltasigma

Summer student project to make projections for delta Sigma measurements for upcoming desi clusters.

george icon george

Fast Gaussian Processes for regression

gp_tut icon gp_tut

A tutorial on GPs I did for the DESC hack week.

gpy icon gpy

Gaussian processes framework in python

halotools icon halotools

Python package for studying large scale structure, cosmology, and galaxy evolution using N-body simulations and halo models

halotools_old icon halotools_old

I made some mods to halotools i want to archive for posterity.

hodemulator icon hodemulator

For my spring quarter rotation project in the GFC, I'm working on populating halo catalogs with mock galaxies following an HOD, then building an emulator for the statistics in parameter space.

kymatio icon kymatio

Wavelet scattering transforms in Python with GPU acceleration

manticorr icon manticorr

Simple module to calculate the correlation function from some gadget outputs. Downsamples from the inputs such that they will fit in memory, then uses Corrfunc to calculate the results.

pangloss icon pangloss

Line of sight mass reconstruction in the Universe

pasta icon pasta

My statistical mechanics project to simulate nuclear pasta with an Ising model.

pdnn icon pdnn

PDNN: A Python Toolkit for Deep Learning. http://www.cs.cmu.edu/~ymiao/pdnntk.html

pearce icon pearce

A (better structured) package that implements the calculation of mock cosmological observables and their emulation.

pylearn2 icon pylearn2

A Machine Learning library based on Theano

pytorch_wavelets icon pytorch_wavelets

Pytorch implementation of 2D Discrete Wavelet (DWT) and Dual Tree Complex Wavelet Transforms (DTCWT)

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