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A comprehensive list of published machine learning applications to cosmology
Created
2018-12-04
105 commits to master branch, last one about a year ago
Code for Anisotropies in the Microwave Background
Created
2015-06-17
1,274 commits to master branch, last one 5 days ago
multi-purpose lens modeling software package
Created
2017-02-02
4,832 commits to main branch, last one a day ago
⚡️⚡️⚡️Blazing fast correlation functions on the CPU.
Created
2015-09-30
996 commits to master branch, last one 12 days ago
PyAutoLens: Open Source Strong Gravitational Lensing
Created
2017-10-01
21,745 commits to main branch, last one 7 days ago
A spherical convolutional neural network for cosmology (TFv1).
Created
2017-12-18
472 commits to master branch, last one 3 years ago
SkyPy: A package for modelling the Universe.
Created
2019-11-13
345 commits to main branch, last one a day ago
Analysis kit for large-scale structure datasets, the massively parallel way
Created
2015-04-21
1,862 commits to master branch, last one about a year ago
HEP/Astroparticle/Astrophysics/Cosmology open source packages. Community effort. Physics people, unite!
Created
2021-03-09
214 commits to main branch, last one 5 days ago
Modern astrophysics and cosmology particle-based code. Mirror of gitlab developments at https://gitlab.cosma.dur.ac.uk/swift/swiftsim
Created
2018-03-19
14,751 commits to master branch, last one 9 days ago
Public version of PolyChord: See polychord.co.uk for PolyChordPro
Created
2018-10-10
764 commits to master branch, last one 3 months ago
A small but powerful nbody gravity simulator with a built-in renderer
Created
2017-02-13
46 commits to master branch, last one about a year ago
Large suite of N-body simulations
Created
2019-04-27
494 commits to master branch, last one a day ago
MCMC parameter sampling code
Created
2015-06-17
3,325 commits to master branch, last one 2 years ago
COsmological N-body CodE in PyThon
Created
2014-10-14
1,012 commits to master branch, last one 2 months ago
pocoMC: A Python implementation of Preconditioned Monte Carlo for accelerated Bayesian Computation
Created
2022-02-02
309 commits to main branch, last one 6 days ago
Python library for supernova cosmology
Created
2012-11-29
1,082 commits to master branch, last one about a month ago
Differentiable Cosmological Forward Model
Created
2021-08-30
124 commits to master branch, last one 4 months ago
Cosmology library for Julia
Created
2013-09-29
80 commits to master branch, last one 13 days ago
Machine Learning - accelerated Bayesian inference
Created
2021-06-07
36 commits to main branch, last one 7 months ago
The automatically differentiable and GPU-compatible toolkit for CMB analysis.
Created
2016-03-22
1,465 commits to master branch, last one 6 months ago
fitsio is a pure-Go package to read and write `FITS` files
Created
2014-07-22
91 commits to master branch, last one about a year ago
A python package for constructing and analysing minimum spanning trees.
Created
2019-02-13
176 commits to master branch, last one 10 months ago
differentiable boltzmann code
Created
2021-01-10
211 commits to main branch, last one 2 months ago
Differentiable cosmological emulators: the JAX version of cosmopower
Created
2023-04-22
62 commits to main branch, last one about a month ago