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cosmology-inference

Here are 4 public repositories matching this topic...

minaskar / pocomc

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

Updated Dec 5, 2024
Python

JulianBMunoz / Zeus21

Zeus21: Lightning-fast simulations of cosmic dawn

cosmology hst jwst reionization galaxy-evolution cosmology-inference 21-cm 21-cm-powerspectrum 21-cm-cosmology cosmic-dawn luminosity-function

Updated Dec 11, 2024
Python

himmng / EmuPBk

EmuPBk is ANN-based statistical signal emulator of Epoch of Reionization.

astronomy cosmology parameter-estimation artificial-neural-network dark-ages powerspectrum epoch-of-reionization eor cosmology-inference 21-cm 21-cm-physics cosmic-reionization 21-cm-powerspectrum 21-cm-bispectrum

Updated Apr 23, 2022
Python

samuelzammit / EstCosmoPar-GPR-TPR

Estimation of the Hubble constant using Gaussian process regression and viable alternatives

bayesian-inference mcmc gaussian-process-regression heteroscedasticity lambda-cdm student-t-regresssion cosmology-inference hubble-tension

Updated Jan 17, 2024
Python

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