/BayesianInference

Bayesian Inference in Machine Learning

Primary LanguageJupyter NotebookApache License 2.0Apache-2.0

Bayesian Inference in Machine Learning

This repository contains the code and results of my study of using Bayesian Inference for some constructed toy model.

These results were used to write an article in SOA "Predictive Analytics and Futurism Section" 2017. "Bayesian Inference in Machine Learning" by Denis Perevalov

WDModel.ipynb - Main Jupyter Notebook

wd_v5.stan - Stan Code

WDUtilityFunctions.R - R helper functions for simulating data, making plots etc.