Kniha Introduction to Tensor Computing in Python Manal Helal

Introduction to Tensor Computing in Python

Autor: Manal Helal
Jazyk: Angličtina
Vazba: Brožovaná
Vydavatel: Manal Helal
Dostupnost: Skladem u dodavatele
Odesíláme za 9-15 dnů
816
Tensorised deep learning models compress large models using fewer parameters that are easier to expr...

Informace o knize

Autor
Jazyk
Angličtina
Vazba
Kniha - Brožovaná
Vydáno
2023
Stránek
240
EAN
9781916626331
ISBN
1916626335
Enbook ID
43653633
Vydavatel
Hmotnost
615
Rozměry
216 x 280 x 13

Kompletní popis

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.

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