GitHub / karthik-d / bayesian-inference-ml-with-PyStan

Probabilistic modeling through Bayesian inference using PyStan with demonstrative case study experiments from Christopher Bishop's Model-based Machine Learning.

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Topics: ancestral-inference, ancestral-sampling, loopy-belief-propagation, message-passing-algorithm, model-based, model-based-machine-learning, probabilistic-machine-learning, probabilistic-models, pystan, sampling, sampling-methods, stan

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