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Francois Lanusse's Projects

genericio icon genericio

Yet another fork of Argonne's GenericIO library https://trac.alcf.anl.gov/projects/genericio

glass icon glass

Generator for Large Scale Structure

halotools icon halotools

Python package for studying large scale structure, cosmology, and galaxy evolution using N-body simulations and halo models

herculens icon herculens

Auto-differentiable strong lens modelling with JAX

hierarchical-dnn-interpretations icon hierarchical-dnn-interpretations

Official code for using / reproducing ACD (ICLR 2019) from the paper "Hierarchical interpretations for neural network predictions" https://arxiv.org/abs/1806.05337

horovod icon horovod

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

imnn icon imnn

Using neural networks to extract sufficient statistics from data by maximising the Fisher information

imsim icon imsim

GalSim based LSST simulation package

jax-nf icon jax-nf

TFP/JAX implementation of Normalizing Flows

lasso_demo icon lasso_demo

Small example of an inverse problem involved in 3D mass-mapping

lensing-snr icon lensing-snr

A small example of using CCL to compute a lensing SNR

lfi-ressources icon lfi-ressources

a compilation of ressources for likelihood free inference (LFI undergrad project)

libsharp icon libsharp

Library for fast spherical harmonic transforms, see http://arxiv.org/abs/1303.4945

lucide icon lucide

Personal repo for various scripts and forecasts for my imaginary Lucide survey

massmappy icon massmappy

Mapping dark matter on the celestial sphere

mcx icon mcx

Express & compile probabilistic programs for performant inference on CPU & GPU. Powered by JAX.

mdn-demo icon mdn-demo

Simple demo of how to use a mixture density network for Bayesian inference

medsdm icon medsdm

Code to create MEDS files from a dmstack interface

mesh icon mesh

Mesh TensorFlow: Model Parallelism Made Easier

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