Hakim Elakhrass

3yr ago

NannyML - OSS Python library for detecting silent ML model failure

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.

Hakim Elakhrass

2yr ago

NannyML Regression v0.8.0 - OSS Python library for detecting silent ML model failure

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