Quick intro to attribution methods view markdown
A variety of attribution methods have recently sprung up to try and understand how a fully trained model, makes a prediction on a single datapoint. Here, we provide an extremely quick overview to some of these methods
LIME (ribeiro et al. 2016)
SHAP (lundberg & lee 2017)
This example is based on this wonderful blog post - see there for more details.