All functions |
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Variational inference for Bayesian logistic regression using CAVI algorithm |
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Run the Variational Bayes patient Phenotyping model |
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Synthetic Sickle Cell Anaemia data |
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Main algorithm function for the VB CAVI GMM |
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Calculate the Evidence Lower Bound (ELBO) |
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Variational Bayes Expectation step |
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Initialise the variational parameters and the hyper parameters |
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Variational Bayes Maximisation step |