A comprehensive list of published machine learning applications to cosmology
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Updated
Apr 27, 2023
#
cosmology
Here are 519 public repositories matching this topic...
Code for Anisotropies in the Microwave Background
cosmology
large-scale-structure
gravitational-lensing
21cm-signal
python-package
cosmic-microwave-background
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Aug 27, 2024 - Fortran
Multi-purpose lens modeling software package
astronomy
cosmology
astrophysics
galaxies
gravitational-lensing
astropy-affiliated
galaxy-morphology
image-simulation
strong-lensing
lenstronomy
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Nov 8, 2024 - Python
⚡️⚡️⚡️Blazing fast correlation functions on the CPU.
python
c
openmp
avx
simd
cosmology
astrophysics
galaxies
large-scale-structure
pair-counting
intrinsics
avx2
avx512
sse42
correlation-functions
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Nov 1, 2024 - C
PyAutoLens: Open Source Strong Gravitational Lensing
python
image
astronomy
physics
image-processing
cosmology
astrophysics
galaxy
gravitational-lensing
lens-modeling
gravitational-lenses
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Nov 11, 2024 - Python
A spherical convolutional neural network for cosmology (TFv1).
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Jan 1, 2021 - Jupyter Notebook
HEP/Astroparticle/Astrophysics/Cosmology open source packages. Community effort. Physics people, unite!
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Sep 18, 2024
SkyPy: A package for modelling the Universe.
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Sep 9, 2024 - Python
Analysis kit for large-scale structure datasets, the massively parallel way
python
clustering
mpi
parallel-computing
cosmology
astrophysics
large-scale-structure
data-analysis
mpi4py
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Sep 6, 2022 - Python
Modern astrophysics and cosmology particle-based code. Mirror of gitlab developments at https://gitlab.cosma.dur.ac.uk/swift/swiftsim
simulation
hpc
mpi
gravity
cosmology
astrophysics
nbody
simulations
sph
hydrodynamics
task-based
nbody-simulation
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Nov 11, 2024 - C
pocoMC: A Python implementation of Preconditioned Monte Carlo for accelerated Bayesian Computation
python
machine-learning
astronomy
inference
cosmology
astrophysics
sampling
bayesian-inference
smc
general-purpose
mcmc
mcmc-sampler
normalizing-flows
sampling-methods
probabilistic-data-analysis
black-box-bayesian-inference
cosmology-inference
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Oct 30, 2024 - Python
Public version of PolyChord: See polychord.co.uk for PolyChordPro
statistics
astronomy
mpi
gfortran
cosmology
bayesian-inference
particle-physics
openmpi
nested-sampling
posterior
log-likelihood
sampling-methods
polychord
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Jun 13, 2024 - Fortran
Large suite of N-body simulations
machine-learning
deep-learning
information-extraction
cosmology
large-scale-structure
numerical-simulations
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Nov 6, 2024 - Python
A small but powerful nbody gravity simulator with a built-in renderer
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Oct 10, 2022 - C++
MCMC parameter sampling code
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Jan 14, 2022 - HTML
Python library for supernova cosmology
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Nov 1, 2024 - Python
Differentiable Cosmological Forward Model
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Nov 7, 2024 - Python
Machine Learning - accelerated Bayesian inference
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Aug 22, 2024 - Jupyter Notebook
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