Explainable artificial intelligence models in Python. An artificial intelligence model
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This book discusses the so -called “black box” models to increase the adaptability, interpretability and understandability of decisions made by artificial intelligence algorithms (AI), using frameworks such as Python Xai libraries, Tensorflow 2.0+, Keras, as well as user frameworks using Python shells. The basics of the explanability and interpretability of models are presented, methods and systems are discussed for the interpretation of linear, nonlinear models and models of time series used in AI. You will learn how the AI algorithm makes a decision and how to make the AI model interpreted and explained, get acquainted with deep training models
Author:
Author:Мишра Прадипта
Cover:
Cover:Hard
Category:
- Category:Business & Money
- Category:Computer & Technology
Publication language:
Publication Language:Russian
Paper:
Paper:Offset
ISBN:
ISBN:978-5-93700-124-5
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