maho3
Postdoc at l'Institut d'Astrophysique de Paris. Interested in applying data science and machine learning to solve problems in cosmology.
Paris FR
Pinned Repositories
CLMM
A Python library for performing galaxy cluster mass reconstruction from weak lensing observables
course-notes
Course notes from my graduate studies in physics
cuboid_remap_jax
A Jax implementation to remap cubic volumes with periodic boundary conditions to non-cuboid volumes
ltu-cmass
A modular simulator of CMASS-NGC galaxy clustering
ltu-connect
ltu-gobig
ltu-ili
Robust ML in Astro
pytorch-iobs
A lightweight implementation of Information-Ordered Bottlenecks (IOBs) in PyTorch.
halo_cnn
Workspace for applying Convolutional Neural Networks to galaxy cluster mass measurements
slurm_jupyter
Brief notes on how to run and access a jupyter notebook on a login node and a compute node using the SLURM cluster scheduler
maho3's Repositories
maho3/ltu-ili
Robust ML in Astro
maho3/ltu-cmass
A modular simulator of CMASS-NGC galaxy clustering
maho3/pytorch-iobs
A lightweight implementation of Information-Ordered Bottlenecks (IOBs) in PyTorch.
maho3/cuboid_remap_jax
A Jax implementation to remap cubic volumes with periodic boundary conditions to non-cuboid volumes
maho3/course-notes
Course notes from my graduate studies in physics
maho3/ltu-connect
maho3/ltu-gobig
maho3/materialsSearch
Python script to search Web of Knowledge and other scientific databases for information on known potential superconductors
maho3/ant_bots
Neuroevolution simulation to create dynamic visualizations
maho3/astro-art
Visualizing Astrophysical Simulations with Artistic Generative Models
maho3/bee_dir
maho3/maho3.github.io
Personal Website
maho3/ceci
Experimental pipeline prototype software
maho3/gal-ML
Workspace for applying ML to measure galaxy cluster mass using observational data.
maho3/gravipillars
maho3/halite-tourn
Halite II Tournament 3/16/18
maho3/halite_2017
maho3/halite_2018
maho3/halo_sdm
Workspace for applying sdm halo mass training
maho3/learning-the-universe.github.io
maho3/matts_tests
matts_tests for ltu-cmass
maho3/ml-cl-euclid
maho3/multiprocessing-tutorial
maho3/pmwd
Differentiable Cosmological Forward Model
maho3/pydelfi
Density Estimation Likelihood-Free Inference with neural density estimators and adaptive acquisition of simulations
maho3/scoregen_jax
score-based generative model written in JAX
maho3/scrapeCourse
Python script to probe class availabilities in the University of Illinois system.
maho3/space_wall
Queries random galaxy images from SDSS's Skyserver
maho3/symHMC
A short comparative study on using new symplectic integrators for Hamiltonian Monte Carlo
maho3/tarp
Coverage tests to check the quality of your posterior estimators.