Innvestigate

iNNvestigate is a library based on Keras and TensorFlow 2 that provides a common interface and out-of-the-box implementation for many analysis methods to understand neural networks better. It contains implementations for Saliency, Deconvnet, GuidedBackprop, SmoothGrad, IntegratedGradients, LRP, PatternNet and PatternAttribution. The library’s tests can be executed via Poetry and the intention behind iNNvestigate is to make it easy to use analysis methods.