We are increasingly connected to our phones which can make it difficult to fully unplug or be present at times. Once you wake up to start your day, how quickly do you reach for your phone to check your mentions, emails, etc?
NannyML estimates real-world model performance (without access to targets) and alerts you when and why it changed. The performance estimation algorithm, confidence-based performance estimation (CBPE), was researched by core contributors.
Detecting silent model failure. NannyML estimates performance for regression and classification models using tabular data. Alerts you when and why it changed. It is the only open-source library capable of fully capturing the impact of data drift on performance
