etiq 1.6.0

ETIQ.ai ML Testing library

ETIQ AI

Etiq helps companies test and monitor ML models. For data science & ML teams, Etiq tests ML algorithms, identifying issues and preventing accuracy loss in both development & production stages. Etiq helps identify the following issue types in the dataset/model: Bias, Data Leakage, Data Fingerprinting, Accuracy Issues, Drift, across both pre-production and production stages. Additionally, Etiq helps identify which segments are impacted by each issue type and provides modular tests that you can plug at different points in your pipeline.

With the release of Etiq 1.6.0 the package is now compatible with Apple Silicon processors. Due to dependencies (xgboost) in the package you may need to install libomp via homebrew

If you haven't already, install homebrew on your computer: https://brew.sh/

Then run the following in your terminal: brew install libomp

Getting Started

To get started with this package, view our quickstart guide at https://docs.etiq.ai/

Licence

The current licensing terms are available on this page;

https://docs.etiq.ai/faq-and-other/faq#licensing-terms