Bayesian linear regression.
BSD-3-CLAUSE License
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Interpretable neural spike train models with fully-Bayesian inference algorithms
Solutions and workflow for the Bayesian Statistics The Fun Way book in Python
Gaussian Processes for Experimental Sciences
Neat Bayesian machine learning examples
convenient python functions for bayesian GLMs (using Stan / PyStan)
Bayesian optimization of machine learning models.
Conjugate Gradient Lower Bound
A python tutorial on bayesian modeling techniques (PyMC3)
Random feature latent variable models in Python
Mixed-norms and Hierarchical Bayesian models for the M/EEG inverse problem
Bayesian Networks in Python
Bayesian Deep Learning with Stochastic Gradient MCMC Methods
Python implementation of Bayesian online changepoint detection
A Python implementation of global optimization with gaussian processes.
Implementation of probabilistic programming and Bayesian algorithms in Python, based on C. David...