EiffL

Cosmology and Deep Learning researcher @flatironinstitute @PolymathicAI @CosmoStat

@flatironinstituteNew York City

Pinned Repositories

Glimpse
Sparsity based weak lensing mass-mapping tool
Language:C++5 8 96
flowpm
Particle Mesh simulation in TensorFlow
Language:Jupyter Notebook89 13 4020
jax_cosmo
A differentiable cosmology library in JAX
Language:Python158 18 5830
FluidFlowPrediction
Repo for Stieffel Optimization for Fluid Flow Prediction
Language:Jupyter Notebook7 3 02
JaxKDTree
A Jax wrapper for cudaKDTree
Language:Python8 2 01
LLMAssistedResearch
Exploring how ChatGPT can be used to accelerate research in cosmology.
Language:Jupyter Notebook12 2 02
Quarks2CosmosDataChallenge
Material for the CMU Quarks2Cosmos Conference Data Challenges
Language:Jupyter Notebook14 1 45
talks
Repository of public talks
Language:HTML4 1 02
Tutorials
A collection of tutorials on random topics
Language:Jupyter Notebook20 1 013
galsim_hub
Collection of TensorFlow modules for GalSim
Language:Jupyter Notebook8 7 43

EiffL's Repositories

EiffL/Tutorials
A collection of tutorials on random topics
Language:Jupyter Notebook20 1 013
EiffL/Quarks2CosmosDataChallenge
Material for the CMU Quarks2Cosmos Conference Data Challenges
Language:Jupyter Notebook14 1 45
EiffL/LLMAssistedResearch
Exploring how ChatGPT can be used to accelerate research in cosmology.
Language:Jupyter Notebook12 2 02
EiffL/JaxKDTree
A Jax wrapper for cudaKDTree
Language:Python8 2 01
EiffL/sfh-inference-hackathon
Repository for SFH inference hackathon at AstroInfo 2021
Language:Jupyter Notebook7 8 162
EiffL/talks
Repository of public talks
Language:HTML4 1 02
EiffL/AGIStudio
A framework to build your own GPT-powered AGI capable of interacting with the web and a host computer.
Language:JavaScript2 1 0
EiffL/eiffl.github.io
Personal website
Language:JavaScript1 1 01
EiffL/extending-jax
Extending JAX with custom C++ and CUDA code
Language:Python1 0 0
EiffL/black
The uncompromising Python code formatter
Language:Python0 0
EiffL/CosMomentum
Python and C++ tools to compute the PDF and moments of the cosmic density field.
Language:C++0 01
EiffL/descwl-shear-sims
simple simulations for testing weak lensing shear measurement
Language:Python0 0
EiffL/diffrax
Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/
Language:Python0 0
EiffL/EuCAPT2022
EuCAPT presentation on astrostastics
Language:HTML1 0
EiffL/glass
Generator for Large Scale Structure
Language:Python0 0
EiffL/herculens
Auto-differentiable strong lens modelling with JAX
Language:Python0 0
EiffL/IMNN
Using neural networks to extract sufficient statistics from data by maximising the Fisher information
Language:Python0 0
EiffL/LPTLensingComparison
Repository to exactly compare an LPT full-field lensing forward model against 2pt constraints
Language:Jupyter Notebook
EiffL/ml-review
The Dawes Review 10: The impact of deep learning for the analysis of galaxy surveys
Language:HTML1 0
EiffL/mpi4jax
Zero-copy MPI communication of JAX arrays, for turbo-charged HPC applications in Python :zap:
Language:Python0 0
EiffL/muse-wl
Language:Jupyter Notebook0 0
EiffL/pmwd
Differentiable Cosmological Particle-Mesh Forward Model
Language:Python0 0
EiffL/powerbox-jax
Jax implementation of Steven Murray's powerbox: https://github.com/steven-murray/powerbox
Language:Python0 0
EiffL/pre-meeting-checklist
A checklist that prepares you for the upcoming DESC meeting!
Language:HTML0 0
EiffL/reveal.js
The HTML Presentation Framework
Language:JavaScript2
EiffL/riemannian-score-sde
Score-based generative models for compact manifolds
Language:Jupyter Notebook0 0
EiffL/s2fft
Differentiable and accelerated spherical transforms with JAX
Language:Python0 0
EiffL/SciOps2022
Talk at the ESO/ESA SciOps 2022 workshop
Language:HTML1 0
EiffL/spender
Spectrum encoder and decoder
Language:Python0 0
EiffL/unagi
Search and download data from Hyper Suprime-Cam (HSC) Subaru Strategic Survey (SSP)
Language:Python1 01