Francois Lanusse's repositories
Quarks2CosmosDataChallenge
Material for the CMU Quarks2Cosmos Conference Data Challenges
LLMAssistedResearch
Exploring how ChatGPT can be used to accelerate research in cosmology.
sfh-inference-hackathon
Repository for SFH inference hackathon at AstroInfo 2021
eiffl.github.io
Personal website
extending-jax
Extending JAX with custom C++ and CUDA code
astrolit
Web interface to inspect astroclip paper multimodal model
black
The uncompromising Python code formatter
CosMomentum
Python and C++ tools to compute the PDF and moments of the cosmic density field.
descwl-shear-sims
simple simulations for testing weak lensing shear measurement
diffrax
Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/
EuCAPT2022
EuCAPT presentation on astrostastics
glass
Generator for Large Scale Structure
herculens
Auto-differentiable strong lens modelling with JAX
IMNN
Using neural networks to extract sufficient statistics from data by maximising the Fisher information
LPTLensingComparison
Repository to exactly compare an LPT full-field lensing forward model against 2pt constraints
mpi4jax
Zero-copy MPI communication of JAX arrays, for turbo-charged HPC applications in Python :zap:
pmwd
Differentiable Cosmological Particle-Mesh Forward Model
powerbox-jax
Jax implementation of Steven Murray's powerbox: https://github.com/steven-murray/powerbox
pre-meeting-checklist
A checklist that prepares you for the upcoming DESC meeting!
riemannian-score-sde
Score-based generative models for compact manifolds
s2fft
Differentiable and accelerated spherical transforms with JAX
spender
Spectrum encoder and decoder