pmelchior/ml-for-the-sciences

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MIT License
Created almost 7 years ago
Updated about 5 years ago

pmelchior/ml-for-the-sciences

pmelchior

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Material for the "ML for the Sciences" meeting at Princeton University

proxmin

Proximal optimization in pure python

pygmmis

Gaussian mixture model for incomplete (missing or truncated) and noisy data

scarlet

hyperspectral galaxy modeling and deblending

skymapper

Mapping astronomical survey data on the sky, handsomely

spender

Spectrum encoder and decoder

usrp-sciprog

Material for the Princeton Undergraduate Summer Research Program in Astrophysics

Jupyter Notebook

scarlet2

Scarlet, all new and shiny

des-exp-checker

Crowdsourced image quality control for the Dark Energy Survey

shapelens

Astronomical image analysis and shape estimation framework

skylens

SkyLens++ is a simulation package for optical astronomical observations.

shear-stacking

Stacked shear profiles and tests based upon them

epsnoise

Simulate pixel noise for weak-lensing ellipticity measurements

scarlet-pixelcnn

Jupyter Notebook

void-lensing

Data and code for SDSS void lensing analysis

shapelets

Shapelet basis function and image decomposition library