Weightwatcher: Data-Free Diagnostics for Deep Learning

Weightwatcher: Data-Free Diagnostics for Deep Learning(weightwatcher.ai)

2 points by charleshmartin 3 years ago | 1 comment

WeightWatcher (w|w) is an open-source, diagnostic tool for analyzing Deep Neural Networks (DNN), without needing access to training or even test data. It is based on theoretical research into Why Deep Learning Works and uses the Theory of Heavy-Tailed Self-Regularization (HT-SR), published in JMLR and Nature.

charleshmartin 3 years ago |

WeightWatcher (w|w) is an open-source, diagnostic tool for analyzing Deep Neural Networks (DNN), without needing access to training or even test data. It is based on theoretical research into Why Deep Learning Works and uses the Theory of Heavy-Tailed Self-Regularization (HT-SR), published in JMLR and Nature.