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Aymeric Galan's Projects

astroalign icon astroalign

A tool to align astronomical images based on asterism matching

astroobjectanalyser icon astroobjectanalyser

Software package to deal with astronomical data and tools to measure image properties

astropy icon astropy

Astronomy and astrophysics core library

baobab icon baobab

Generates the training data for hierarchical inference of strongly-lensed systems with Bayesian neural networks

coolest icon coolest

Standard for strong gravitational lensing analyses

decgmca icon decgmca

Joint Multichannel Deconvolution and Blind Source Separation algorithm

fopra85 icon fopra85

Notebooks and files for the lab course

galdeep icon galdeep

Regularization through deep neural network for pixel-based modelling of galaxies

gigalens icon gigalens

Gradient Informed, GPU Accelerated Lens modelling (GIGALens) -- a package for fast Bayesian inference on strong gravitational lenses.

hierarc icon hierarc

Hierarchical inference of cosmological parameters from a set of strong lensing systems

imd icon imd

Image Mask Designer (IMD): utility engine to create complex masks for image analysis and modeling.

jaxopt icon jaxopt

Hardware accelerated, batchable and differentiable optimizers in JAX.

jaxtronomy icon jaxtronomy

JAX port of lenstronomy, for parallelized, GPU accelerated, and differentiable gravitational lensing and image simulations.

lenstronomy icon lenstronomy

software package for lens model reconstruction of imaging data

muscadet icon muscadet

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

muslit icon muslit

Multi-wavelength Sparse Linear Inversion Tool

numpyro icon numpyro

Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.

pouet icon pouet

Programming Observations Usefully at Euler Telescope

proxmin icon proxmin

Proximal optimization in pure python

pylensmodels icon pylensmodels

Simple repository where you can find a few mass and light models for modelling gravitational strong lenses

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