Introductory hands-on session for Markov Chain Monte Carlo Sampling given as a presentation at university
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Updated
Jan 18, 2023 - Jupyter Notebook
Introductory hands-on session for Markov Chain Monte Carlo Sampling given as a presentation at university
Bayesian inference on monthly sunspot data to find Jupiter's influence
taurex-emcee: automated, parallelized atmospheric retrievals with TauREx 3.1 and the emcee sampler
Markov chaIn Monte Carlo Multipole Decomposition Analysis -- a system for giant resonance MDA using the emcee package and an .so file written in C
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.
Quantify whether the difference between two posterior distributions is consistent with zero difference. Accepts samples from one- or multidimensional posterior distributions.
Examples of several Markov Chain Monte Carlo methods such as t walk, emcee,Hamiltonian MC, Parallel Tempering HMC applied to UQ in ODEs
Suite of code that models fallback accretion onto a magnetar and uses MCMC to fit this to samples of GRBs
Explaining microbial scaling laws using Bayesian inference
Code to fit simulations of detector response to gamma sources to actual data.
isis_emcee: ISIS-based MCMC Hammer
Markov chain Monte Carlo–based Bayesian data analysis for type Ia Supernovae
A Helpful list of quick and useful public speaking lines
Bayesian linear regression in python
MCMC code for a best-fit parameter estimation of a bidimensional Dark Energy model
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