bayesnn

Simple numpy implementation of (Bayesian) Neural Network

Instructions

Running MNIST experiment

• change the param.path_data in demo/mnist-sghmc.py to your dataset
• python mnist-sghmc.py 2>log.txt
• note: the evaluation statistics comes out from stderr, which is redirected into log.txt in last command

How to adapting to other classification experiment:

• check mnist.py, which is specific to mnist dataset experiment
• get a copy, change the function cfg_param and run_exp
• basically we need a rewritten version of mnist.py and demo/mnist-sghmc.py