Debugging Neural Networks

Web: https://towardsdatascience.com/debugging-neural-networks-abdc6273a3f1?source=rss----7f60cf5620c9---4

Traditional software development has established four stages of testing software: Unit testing, integration testing, system testing, and acceptance testing. The first guess is that nothing changes when establishing machine learning models since it is still some software code. But this is short-sighted, since machine learning models have a non-deterministic behaviour when they are not freezed and its parameters won’t be adapted anymore to the data.

In case of training or continous delivery of a machine learning model, additional sources of …

data science debugging machine learning networks neural neural networks