Francois Lanusse's starred repositories
tensor2tensor
Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.
3D-galaxies-kavli
Application of ML to get 3D shapes of galaxies from data from 2D images.
compare_gan
Compare GAN code.
say-no-to-projects
WIP framework for chronic overcommitters
VQ-VAE-for-emulating-galaxy-images
The code is used for the project of Kavli summer program in Astrophysics in 2019.
heagy-2018-AEM
Notebooks and python scripts to reproduce the figures shown in "Open source software for simulations and inversions of airborne electromagnetic data," submitted to the AEM 2018 workshop
invertible-resnet
Official Code for Invertible Residual Networks
dockerfiles
Dockerfiles for building various DM stacks
galaxy2galaxy
Library of models, datasets, and utilities to build generative models for astronomical images.
tensorflow
An Open Source Machine Learning Framework for Everyone
DC2-analysis
General analysis tools for the DC2 Data Set.
PyAutoLens
PyAutoLens: Open Source Strong Gravitational Lensing
tensorflow-forward-ad
Forward-mode Automatic Differentiation for TensorFlow
Complex-gated-recurrent-neural-networks
Complex domain recurrent neural network gating and Stiefel-manifold optimization in TensorFlow, Neural Information Processing Systems (NeurIPS) 2018.
mpk_compilation
Create one of the iconic figures in cosmology, from https://arxiv.org/abs/1905.08103 (thanks to Docker/Julia/Jupyter)
deep_galaxy_models
Repository hosting code for creating deep generative models for GalSim