Are your models over-trained ? The weightwatcher tool can detect the signatures of overtraining in specific layers of a pre/trained Deep Neural Networks. In the

Are your models over-trained ? The weightwatcher tool can detect the signatures of overtraining in specific layers of a pre/trained Deep Neural Networks. In the
What is WeightWatcher ? The WeightWatcher tool is an open-source python package that can be used to predict the test accuracy of a series similar
I am frequently asked, why does weightwatcher work ? The weightwatcher tool uses power law fits to model the eigenvalue density of weight matrices of
We introduce the weightwatcher (ww) , a python tool for a python tool for computing quality metrics of trained, and pretrained, Deep Neural Netwworks. pip
Introduction For the past year or two, we have talked a lot about how we can understand the properties of Deep Neural Networks by examining
Big thanks to and the team at This Week in Machine Learning and AI for my recent interview: https://twimlai.com/meetups/implicit-self-regularization-in-deep-neural-networks/