mclaughlin6464
Senior Data Scientist @ Blue Rose Research, formerly Stanford Astro
@openlabsusaBrooklyn, NYC
Pinned Repositories
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
An Ethereum Dapp for decentralized, semi-anonymous hypothesis registration.
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.
DataReboot
Spintronics measurement software I developed during my time at NIST.
desiDeltaSigma
Summer student project to make projections for delta Sigma measurements for upcoming desi clusters.
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.
pearce
A (better structured) package that implements the calculation of mock cosmological observables and their emulation.
SloppyJoes
CS 229 Project, Fall 2016
uatu
Applying probabilistic CNNs to cosmological inference to extract high order information in a statistically principled way.
mclaughlin6464's Repositories
mclaughlin6464/SloppyJoes
CS 229 Project, Fall 2016
mclaughlin6464/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.
mclaughlin6464/uatu
Applying probabilistic CNNs to cosmological inference to extract high order information in a statistically principled way.
mclaughlin6464/Aemulators
This repo holds the trained Aemulus Emulators I've built using my pearce package. This keeps the optimization synced across multiple clusters easily.
mclaughlin6464/akashic
An Ethereum Dapp for decentralized, semi-anonymous hypothesis registration.
mclaughlin6464/desiDeltaSigma
Summer student project to make projections for delta Sigma measurements for upcoming desi clusters.
mclaughlin6464/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.
mclaughlin6464/pearce
A (better structured) package that implements the calculation of mock cosmological observables and their emulation.
mclaughlin6464/AlbertProject
mclaughlin6464/CatDog
My project for simulating the LSST photometric pipeline
mclaughlin6464/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.
mclaughlin6464/DeconvolvePSF
DES code to implement deconvolution of predicted PSFs from observed stars
mclaughlin6464/dotfiles
My dotfile backup
mclaughlin6464/george
Fast Gaussian Processes for regression
mclaughlin6464/GettingStarted
...with git and GitHub
mclaughlin6464/GP_Tut
A tutorial on GPs I did for the DESC hack week.
mclaughlin6464/GPy
Gaussian processes framework in python
mclaughlin6464/halotools
Python package for studying large scale structure, cosmology, and galaxy evolution using N-body simulations and halo models
mclaughlin6464/halotools_old
I made some mods to halotools i want to archive for posterity.
mclaughlin6464/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.
mclaughlin6464/kymatio
Wavelet scattering transforms in Python with GPU acceleration
mclaughlin6464/mclaughlin6464.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
mclaughlin6464/Pangloss
Line of sight mass reconstruction in the Universe
mclaughlin6464/pasta
My statistical mechanics project to simulate nuclear pasta with an Ising model.
mclaughlin6464/pylearn2
A Machine Learning library based on Theano
mclaughlin6464/Python-Crash-Course
I wrote a crash course in python; decided to put it online!
mclaughlin6464/pytorch_wavelets
Pytorch implementation of 2D Discrete Wavelet (DWT) and Dual Tree Complex Wavelet Transforms (DTCWT)
mclaughlin6464/SLACSummerCrashCourse
Crash Course in Computing for SLAC Summer Students
mclaughlin6464/ThirdPlace
A package to search for UFDGs in Gaia using "machine learning techniqes"
mclaughlin6464/Walrus
I'm rewriting ROCKSTAR in Julia for my computational Cosmology course.