Alibi Explain

Open source Python library aimed at machine learning model inspection and interpretation.

Open source Python library aimed at machine learning model inspection and interpretation.

Ensure stability of model performance.

When your data changes so can your models predictions. Ensure accuracy by monitoring alteration.

Gain insights into how features influence model performance.

Return the score that indicates the presence of features & instances that trick the model outcome.

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See how prediction changes and ensure stability of model performance against changing data.

Alibi indicates how features influence model performance, strengthening intuition for feature selection.

Focus on critical data attributes and features by deriving a set of features and attributes for consistent prediction.

Build confidence in integrity of model performance when Alibi illustrates prediction dynamics when features change

You’ll find Alibi Explain on GitHub