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Rémy Joseph's Projects

agn_deblending icon agn_deblending

Repository for the analysis of quasar host galaxies in images from different datasets.

blendingtoolkit icon blendingtoolkit

Tools to create blend catalogs, produce training samples and implement blending metrics

cutouts icon cutouts

A simple set of functions to make cutout images.

dc2-notebooks icon dc2-notebooks

Contains an ensemble of notebooks that are used to run small, contained tasks on DC2 that may or may not end up being integrated in the pipeline later down the line. These notebooks can also serve as tutorials.

desc-lamp icon desc-lamp

DESC Lensing access and Machine learning Pipeline. This repo hosts the sections of the DESC and SLSC Strong Lensing (SL) pipeline.

esrgan icon esrgan

ECCV18 Workshops - Enhanced SRGAN. Champion PIRM Challenge on Perceptual Super-Resolution. The training codes are in BasicSR.

ganaxy icon ganaxy

A GAN-based tool for multi-resolution deconvolution

lnsntector icon lnsntector

Notebooks for lensed SN detection from light curves.

lsbg_modeling icon lsbg_modeling

Exploring models for fitting low surface brightness galaxies

multi_res icon multi_res

Draft code for combining astronomical imaging data from independent instruments at different resolutions

multi_resolution_comparison icon multi_resolution_comparison

A repository of notebooks that show the comparison between the resampling schemes as implemented in galsim and scarlet. This repo can be used to reproduce the figures of Joseph et al. 2020

muscadet icon muscadet

A multi band source deblending algorithm for colour separation of astronomical sources

notebooks icon notebooks

ipython notebooks to share with collaborators

picard icon picard

Principal Component Analysis Robotic Deblender, an automate code to correct galactic blending from single-band images

proxmin icon proxmin

Proximal optimization in pure python

quasar_lensing icon quasar_lensing

A kick strat to a project on quasar light curves. The end goal is to be able to model light curves of lensed quasars, which involves being able to model intrinsic light curves, microlensing, reverberation mapping and time delays all at the same time.

residualdetectron icon residualdetectron

Runs MaskR-CNN (Detectron) on residual of a source separation algorithm to identify undetected sources

scarlet icon scarlet

Source separation in multi-band images by Constrained Matrix Factorization

scarlet_tests icon scarlet_tests

A repository for storing and versioning generic tests for scarlet development.

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