.. _examples:

********
Examples
********

.. toctree::
   notebooks/BEST.ipynb
   notebooks/LKJ.ipynb
   notebooks/stochastic_volatility.ipynb
   notebooks/pmf-pymc.ipynb
   notebooks/rugby_analytics.ipynb
   notebooks/survival_analysis.ipynb
   notebooks/posterior_predictive.ipynb
   notebooks/GP-smoothing.ipynb
   notebooks/howto_debugging.ipynb
 
GLM
===

.. toctree::
   notebooks/GLM-linear.ipynb
   notebooks/GLM-robust.ipynb
   notebooks/GLM-robust-with-outlier-detection.ipynb
   notebooks/GLM-model-selection.ipynb
   notebooks/GLM-rolling-regression.ipynb
   notebooks/GLM-logistic.ipynb
   notebooks/GLM-hierarchical.ipynb
   notebooks/GLM-poisson-regression.ipynb

ADVI
====

.. toctree::
   notebooks/GLM-hierarchical-ADVI.ipynb
   notebooks/GLM-hierarchical-advi-minibatch.ipynb
   notebooks/lda-advi-aevb.ipynb
   notebooks/bayesian_neural_network_advi.ipynb

Mixture Models
==============

.. toctree::
   notebooks/gaussian_mixture_model.ipynb
   notebooks/gaussian-mixture-model-advi.ipynb
   notebooks/dp_mix.ipynb

