Is Neuron Coverage a Meaningful Measure for Testing Deep Neural Networks?

Recent effort to test deep learning systems has produced an intuitive and compelling test criterion called neuron coverage (NC), which resembles the notion of traditional code coverage. NC measures the proportion of neurons activated in a neural …

Predicting Stock Prices with Pyro and GNNs

Learning company relations from stock price movements alone can be extremely profitable.


Learning to generate plain English summaries from Python & Java code snippets using BERT transformers.


An neural approach to automate naming functions so you that don't have to.

MODE: Automated Neural Network Debugging Replication Project

Open source implementation based on the original paper by Shiqing Ma *et al.* with a comparison of newly considered distance functions for selecting next training inputs.