Interpretable Machine Learning

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Interpretable Machine Learning
Language: en
Pages: 320
Authors: Christoph Molnar
Categories: Artificial intelligence
Type: BOOK - Published: 2020 - Publisher: Lulu.com

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This book is about making machine learning models and their decisions interpretable. After exploring the concepts of interpretability, you will learn about simp
Interpretable Machine Learning
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Authors: Christoph Molnar
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"Machine learning has great potential for improving products, processes and research. But computers usually do not explain their predictions which is a barrier
Interpretable Machine Learning
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Interpretable Machine Learning with Python
Language: en
Pages: 737
Authors: Serg Masís
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Type: BOOK - Published: 2021-03-26 - Publisher: Packt Publishing Ltd

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A deep and detailed dive into the key aspects and challenges of machine learning interpretability, complete with the know-how on how to overcome and leverage th
Explainable and Interpretable Models in Computer Vision and Machine Learning
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Authors: Hugo Jair Escalante
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This book compiles leading research on the development of explainable and interpretable machine learning methods in the context of computer vision and machine l