EiffL
Cosmology and Deep Learning researcher @PolymathicAI @CosmoStat @flatironinstitute
@flatironinstituteParis / New York City
Pinned Repositories
Glimpse
Sparsity based weak lensing mass-mapping tool
flowpm
Particle Mesh simulation in TensorFlow
jax_cosmo
A differentiable cosmology library in JAX
FluidFlowPrediction
Repo for Stieffel Optimization for Fluid Flow Prediction
JaxKDTree
A Jax wrapper for cudaKDTree
LLMAssistedResearch
Exploring how ChatGPT can be used to accelerate research in cosmology.
Quarks2CosmosDataChallenge
Material for the CMU Quarks2Cosmos Conference Data Challenges
talks
Repository of public talks
Tutorials
A collection of tutorials on random topics
galsim_hub
Collection of TensorFlow modules for GalSim
EiffL's Repositories
EiffL/Tutorials
A collection of tutorials on random topics
EiffL/Quarks2CosmosDataChallenge
Material for the CMU Quarks2Cosmos Conference Data Challenges
EiffL/LLMAssistedResearch
Exploring how ChatGPT can be used to accelerate research in cosmology.
EiffL/JaxKDTree
A Jax wrapper for cudaKDTree
EiffL/sfh-inference-hackathon
Repository for SFH inference hackathon at AstroInfo 2021
EiffL/talks
Repository of public talks
EiffL/AGIStudio
A framework to build your own GPT-powered AGI capable of interacting with the web and a host computer.
EiffL/eiffl.github.io
Personal website
EiffL/extending-jax
Extending JAX with custom C++ and CUDA code
EiffL/astrolit
Web interface to inspect astroclip paper multimodal model
EiffL/black
The uncompromising Python code formatter
EiffL/CosmoCompression
Notebook showing implementation examples for the methods discussed in "Dimensionality Reduction Techniques for Statistical Inference in Cosmology" arXiv:2409.02102
EiffL/CosMomentum
Python and C++ tools to compute the PDF and moments of the cosmic density field.
EiffL/descwl-shear-sims
simple simulations for testing weak lensing shear measurement
EiffL/diffrax
Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/
EiffL/glass
Generator for Large Scale Structure
EiffL/herculens
Auto-differentiable strong lens modelling with JAX
EiffL/IMNN
Using neural networks to extract sufficient statistics from data by maximising the Fisher information
EiffL/LPTLensingComparison
Repository to exactly compare an LPT full-field lensing forward model against 2pt constraints
EiffL/ml-review
The Dawes Review 10: The impact of deep learning for the analysis of galaxy surveys
EiffL/mpi4jax
Zero-copy MPI communication of JAX arrays, for turbo-charged HPC applications in Python :zap:
EiffL/muse-wl
EiffL/pmwd
Differentiable Cosmological Particle-Mesh Forward Model
EiffL/powerbox-jax
Jax implementation of Steven Murray's powerbox: https://github.com/steven-murray/powerbox
EiffL/pre-meeting-checklist
A checklist that prepares you for the upcoming DESC meeting!
EiffL/reveal.js
The HTML Presentation Framework
EiffL/riemannian-score-sde
Score-based generative models for compact manifolds
EiffL/s2fft
Differentiable and accelerated spherical transforms with JAX
EiffL/spender
Spectrum encoder and decoder
EiffL/unagi
Search and download data from Hyper Suprime-Cam (HSC) Subaru Strategic Survey (SSP)