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mean-field-approximation
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Code to simulate a stochastic system using the Gillespie algorithm with comparisons to the mean field model and steady state analysis.
matlab
odes
gillespie-algorithm
stochastic-simulation
steady-state-analysis
mean-field-approximation
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Updated
Jul 9, 2023 - MATLAB
Expectation Maximisation, Variational Bayes, ARD, Loopy Belief Propagation, Gaussian Process Regression
variational-bayes
approximate-inference
loopy-belief-propagation
gaussian-process-regression
automatic-relevance-determination
expectation-maximisation
mean-field-approximation
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Updated
Jun 13, 2023 - Python
Dashboard documentation for the simulating the evolution of object proportions under a mean field approach.
markov-chain
mathematics
markov-decision-processes
control-theory
stochastic-processes
phd-dissertation
mean-field-theory
semi-markov-decision-process
mean-field
mean-field-approximation
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Updated
Jun 22, 2024 - Python
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