(Deep) Bayesian Modelling using Edward (http://edwardlib.org/) & Tensorflow.

• changepoint_detection.py - detect the change date of the number of received mail

• bayesian_linear_regression.py

• bayesian_logistic_regression.py

• polynomial_regression.py

• bayesian_neural_network.ipynb - Bayesian Neural Network

• gp.ipynb - Gaussian Process Regression

• multi_normal.py - Variational inference and sampling from Multivariate Normal distribution

[wataruhashimoto52] https://github.com/wataruhashimoto52

If you find an issue or have some questions, please contact Wataru Hashimoto.

• (at)TinyDrone on Twitter
• w.hashimoto (at) outlook.com