Осваиваем архитектуру Transformer
Please sign in so that we can notify you about a reply
This book tells how to create various NLP applications based on transformers using the Python Transformers library.
You will get acquainted with the architecture of transformers and write your first program for working with models based on this advanced technology. Effective open source models will be presented to your attention to solve complex problems and test data sets, you will master the methods of multilingual and inter -sized processing of texts, learn to optimize models and learn how to achieve interpretability and explanability for these models.
The book is addressed to NLP specialists, machine learning teachers / NLP and those who want to master machine learning in terms of natural language processing. It is assumed that the reader speaks the skills of programming in Python, knows the basics of NLP and understands how deep neural networks work
You will get acquainted with the architecture of transformers and write your first program for working with models based on this advanced technology. Effective open source models will be presented to your attention to solve complex problems and test data sets, you will master the methods of multilingual and inter -sized processing of texts, learn to optimize models and learn how to achieve interpretability and explanability for these models.
The book is addressed to NLP specialists, machine learning teachers / NLP and those who want to master machine learning in terms of natural language processing. It is assumed that the reader speaks the skills of programming in Python, knows the basics of NLP and understands how deep neural networks work
Author:
Author:Йылдырым Саваш, Асгари-Ченаглу Мейсам
Cover:
Cover:Hard
Category:
- Category:Computer & Technology
Publication language:
Publication Language:Russian
Paper:
Paper:Offset
ISBN:
ISBN:978-5-93700-106-1
No reviews found