The Regularization Cookbook : Explore practical recipes to improve the functionality of your ML models /: Explore practical recipes to improve the functionality of your ML models. (2023)

Record Type:
Book
Title:
The Regularization Cookbook : Explore practical recipes to improve the functionality of your ML models /: Explore practical recipes to improve the functionality of your ML models. (2023)
Main Title:
The Regularization Cookbook : Explore practical recipes to improve the functionality of your ML models
Further Information:
Note: Vincent Vandenbussche, Akin Osman Kazakci.
Authors:
Vandenbussche, Vincent
Other Names:
Kazakci, Akin Osman writer of supplementary textual content.
Contents:
Table of ContentsProduct Information DocumentAn Overview of RegularizationMachine Learning RefresherRegularization with Linear ModelsRegularization with Tree-Based ModelsRegularization with DataDeep Learning RemindersDeep Learning RegularizationRegularization with Recurrent Neural NetworksAdvanced Regularization in Natural Language ProcessingRegularization in Computer VisionRegularization in Computer Vision – Synthetic Image Generation.
Publisher Details:
Birmingham : Packt Publishing
Publication Date:
2023
Extent:
1 online resource (424 pages)
Subjects:
MATHEMATICS -- Applied
MATHEMATICS -- Probability & Statistics -- General
COMPUTERS -- Computer Science
Languages:
English
ISBNs:
9781837639724
1837639728
Access Rights:
Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
Access Usage:
Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.
View Content:
Available online (eLD content is only available in our Reading Rooms) ↗
Physical Locations:
British Library HMNTS - ELD.DS.794176
Ingest File:
20_045.xml