Masis, Serg,

Interpretable machine learning with Python : build explainable, fair, and robust high-performance models with hands-on, real-world examples / Serg Masis. - 2nd ed. - Mumbai : Packt Publishing, 2022. - xxvii, 576 p. : 24 cm.

Includes Index.

A practical guide to interpreting machine learning models using Python, covering model-agnostic and model-specific interpretation methods, feature importance, SHAP, LIME, bias mitigation, causal inference, and techniques for making models more robust, fair, and reliable.

9781803235424 (pbk.)

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Machine learning.
Python (Computer program language).
Artificial intelligence.
Algorithmic accountability.

006.3 SER