whylogs is an open source library for logging any kind of data. With whylogs, users are able to generate summaries of their datasets (called whylogs profiles) which they can use to:

1. Track changes in their dataset
2. Create data constraints to know whether their data looks the way it should
3. Quickly visualize key summary statistics about their datasets

Great to detect data drift in model input features! Check out Data Drift!