iNNvestigate neural networks!

Understand

In recent years, deep neural networks have revolutionized many application domains of machine learning and are key components of many critical decision or predictive processes.

• Therefore, it is crucial that domain specialists can understand and analyze actions and pre- dictions, even of the most complex neural network architectures.
• Despite these arguments neural networks are often treated as black boxes.
• In the attempt to alleviate this short- coming many analysis methods were proposed, yet the lack of reference implementations often makes a systematic comparison between the methods a major effort.