Bayesian linear regression in python
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Updated
Dec 2, 2019 - Python
Bayesian linear regression in python
taurex-emcee: automated, parallelized atmospheric retrievals with TauREx 3.1 and the emcee sampler
Introductory hands-on session for Markov Chain Monte Carlo Sampling given as a presentation at university
isis_emcee: ISIS-based MCMC Hammer
Markov chain Monte Carlo–based Bayesian data analysis for type Ia Supernovae
Explaining microbial scaling laws using Bayesian inference
Bayesian inference on monthly sunspot data to find Jupiter's influence
Running Monte Carlo - Markov Chain algorithm on synthesized spectral models made by CLOUDY to compare them with data from CECILIA survey
The code I used for researching black holes using gravitational wave data for my Bachelor's Thesis.
Code to fit simulations of detector response to gamma sources to actual data.
Markov chaIn Monte Carlo Multipole Decomposition Analysis -- a system for giant resonance MDA using the emcee package and an .so file written in C
idl_emcee - IDL/GDL Implementation of the Affine-invariant MCMC Hammer
Suite of code that models fallback accretion onto a magnetar and uses MCMC to fit this to samples of GRBs
Examples of several Markov Chain Monte Carlo methods such as t walk, emcee,Hamiltonian MC, Parallel Tempering HMC applied to UQ in ODEs
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