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ai4phys_astroai_papers

censai

Free-form gravitational lensing reconstruction of density maps and background intensity maps using a Recurrent Inference Machine.

censai0.1

configs

deepreinforcementlearning

A replica of the AlphaZero methodology for deep reinforcement learning in Python

exorim

Recurrent Inference Machine to reconstruct images from visibility amplitudes and closure phases in optical interferometry.

exorim0.1

RIM to reconstruct images in optical interferometry from just visibilities and closure phases

exorim2.0

Optical interferometry image reconstruction from visibility amplitude and closure phase information.

flowbasedlikelihoods

gravitationallensing

A package where I store tools to do Gravitational Lensing, along side link to references and usefull Jupyter Notebook for visualisation

hackatonf20

CodeML Hackaton Fall 2020

hst_diffusion_project

A small project to perform data augmentation and denoising with diffusion model.

imagenet

interferometric-imaging-posteriors

Recovering image posterior out of interferometer visibility data.

lensing-siren

Fitting SIREN to TNG kappa maps

manim-presentation

Tool for live presentations using manim

master_thesis

normalizing-flows

Implementations of normalizing flows using python and tensorflow

nyc_taxi

Machine learning project to predict taxi fare.

optic_experiments

Data processing and report for the 2019 Automn's Optic experiment class.

phy6669

Cosmology with Alan Robinson, Fall 2021, Université de Montréal

probabilisticgraphicalmodels

Probabilistic Graphical Model Fall 2020 with Simon Lacoste Julien

ps5_phys643_f20

qft

rim_xray_spectra

Application of the RIM to X-ray spectra deconvolution

rxj1131

score_models

A repository to store state of the art score model architectures

sersic_sie_rim

torch_rim

Implementation of the Recurrent Inference Machine (Putzky & Welling 2017) in torch

voigt

Voigt profile implementation