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Introduction to Tensor Computing in Python

Name: Introduction to Tensor Computing in Python
Brand: Manal Helal
SKU: 43653633
Price: 36.45 EUR
Availability: InStock
Author: Manal Helal
ISBN: 9781916626331

Manal Helal

Language

English

Book Paperback

Libristo code: 43653633

Publishers Manal Helal, May 2023

Tensorised deep learning models compress large models using fewer parameters that are easier to expr... Full description

Libristo code: 43653633

89 b

36.45 €

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Tensorised deep learning models compress large models using fewer parameters that are easier to express and explain the models' performance. To use and participate in the current state-of-the-art research of multi-way analysis using tensor structures and algebra, a foundation in some mathematical concepts using examples and visualisations is required. This book covers the link from theoretical foundations to example applications in machine learning and deep neural network models. Plenty of Python libraries and application examples are referenced and explained to make it easier for newcomers in the field. All required prerequisites are referenced for a deeper foundation from scratch.