/AML_bayes_opt

Supporting code for the Advanced Machine Learning module, MPhil Machine Learning and Machine Intelligence

Primary LanguageJupyter Notebook

Supporting code for the Advanced Machine Learning module.

Specifically notebooks containg code for perforing very simple Bayesian optimisation and some simple regression experiments.

Bayesian neural networks trained with the "Bayes-by-Backprop" SVI scheme and code in BNN.py and BNNLayer.py is adapted and updated from: https://github.com/ThirstyScholar/bayes-by-backprop