cosmology-inference

There are 0 repository under cosmology-inference topic.

minaskar / pocomc
pocoMC: A Python implementation of Preconditioned Monte Carlo for accelerated Bayesian Computation
astronomy astrophysics bayesian-inference black-box-bayesian-inference cosmology cosmology-inference general-purpose inference machine-learning mcmc mcmc-sampler normalizing-flows probabilistic-data-analysis python sampling sampling-methods smc
Language:Python 67
JulianBMunoz / Zeus21
Zeus21: Lightning-fast simulations of cosmic dawn
21-cm 21-cm-cosmology 21-cm-powerspectrum cosmic-dawn cosmology cosmology-inference galaxy-evolution reionization hst jwst luminosity-function
Language:Python 12
tlmakinen / kosmo-kompress
Code for leveraging Information Maximising Neural Networks for optimal cosmological field compression and Bayesian inference for cosmological parameters
bayesian-inference cosmology cosmology-inference large-scale-structure neural-network tutorial tutorial-exercises
Language:Jupyter Notebook 6
himmng / EmuPBk
EmuPBk is ANN-based statistical signal emulator of Epoch of Reionization.
eor artificial-neural-network cosmology cosmology-inference parameter-estimation epoch-of-reionization astronomy dark-ages 21-cm 21-cm-physics cosmic-reionization powerspectrum 21-cm-powerspectrum 21-cm-bispectrum
Language:Python 2
msabogal / HDE-GO
This repository is meant to add the holographic dark energy model of Granda and Oliveros to the software CLASS.
cosmology cosmology-inference physics physics-simulation
Language:Jupyter Notebook 2
amitparag / Generative-Modelling-of-Structure-Formation
Tractable Machine Learning in Cosmological Structure Formation.
machine-learning sum-product-networks cosmology-inference numerical-simulations
Language:Jupyter Notebook 0
samuelzammit / EstCosmoPar-GPR-TPR
Estimation of the Hubble constant using Gaussian process regression and viable alternatives
bayesian-inference cosmology-inference gaussian-process-regression heteroscedasticity hubble-tension lambda-cdm mcmc student-t-regresssion
Language:Python 0
alexpzfz / BAO_fitter
Simple BAO fitter
baryon-acoustic-oscillations cosmology cosmology-inference
Language:Jupyter Notebook
andrejobuljen / CNN-HI
Cosmology from HI maps using CNNs in PyTorch
21cm convolutional-neural-networks cosmology-inference likelihood-free-inference optuna pytorch deep-learning machine-learning pytorch-cnn
Language:Jupyter Notebook