We want our calculation to demonstrate the notion that if we have high accuracy and a small model, then we have high confidence of generalizing. Intuitively, then, we add the model size to the accuracy and subtract this quantity from the entropy of having... (more…)

Studying or testing the security of any operational system potentially runs afoul of the Computer Fraud and Abuse Act... (more…)

Ray is a popular framework for distributed Python that can be paired with PyTorch to rapidly scale machine learning applications. (more…)

The last two decades have yielded us some great understandings about Software Development. A big part of that is due to the emergence of DevOps and it’s wide adoption throughout the industry. (more…)

Let’s face it: deploying, updating, and generally managing/maintaining machine learning models can be a nightmare! Organizations are… (more…)