Markov Chain Monte Carlo MCMC methods are implemented in various languages (including R, Python, Julia, Matlab)
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Jun 20, 2023 - Python
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mcmc-methods
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Repository for example Hierarchical Drift Diffusion Model (HDDM) code using JAGS in Python. These scripts provide useful examples for using JAGS with pyjags, the JAGS Wiener module, mixture modeling in JAGS, and Bayesian diagnostics in Python.
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Mar 13, 2024 - Python
Modelled COVID-19 pandemic with a system of 9 first order differential equations. The system was fitted to the values of the pandemic in Italy, UK, India, Brazil and Sweden, and numerically solved using MCMC statistical methods in python’s lmfit module. Estimates of the real number of infected people and predictions for the future were then made.
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Feb 6, 2022 - Python
This repository contains code, data, output, and figures associated with the A univariate extreme value analysis and change point detection of monthly discharge in Kali Kupang, Central Java, Indonesia manuscript
indonesia hydrology bayesian-statistics extreme-value-statistics mcmc-methods changepoint-detection jawa-tengah
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Dec 14, 2023 - Python
A collection of MCMC methods in Python using Numpy and Scipy
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Jul 1, 2023 - Python
Use this to determine the optimal route to go on a search for shortage struck essential commodities (gasoline, water, toilet paper etc.) using information from social media
bayesian-network pymc3 branch-and-bound mixed-integer-programming heuristic-optimization gurobipy mcmc-methods
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Aug 16, 2020 - Python
Running Monte Carlo - Markov Chain algorithm on synthesized spectral models made by CLOUDY to compare them with data from CECILIA survey
python astronomy physics markov astrophysics mcmc spectroscopy spectral-analysis statistical-models mcmc-sampler emcee monte cloudy spectral-normalization mcmc-methods mcmc-sampling cecilia corner-plot cloudy-models
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Jul 11, 2024 - Python
Forward kinematic modeling of disk galaxies in MaNGA via parallel-tempered MCMC
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Oct 1, 2018 - Python
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