CinnaMon is a Python library which offers a number of tools to detect, explain, and correct data drift in a machine learning system
As a quick example, let's illustrate the use of CinnaMon on the breast cancer data where we voluntarily introduce some data drift.
We can see on this graph that because of the data drift we introduce…