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.
Launched on November 23rd, 2022
NannyML is highly praised for its ability to simplify the often complex task of monitoring machine learning models in production. Users appreciate its ease of use and the peace of mind it provides by ensuring models continue to perform effectively. The product is noted for its strong documentation and support, making it accessible even for those who might struggle with building custom solutions. Overall, NannyML is recognized as a valuable tool for data scientists looking to maintain robust model performance.
NannyML