THE REGULARIZATION COOKBOOK explore practical recipes to improve the functionality of your ML models /

Methodologies and recipes to regularize any machine learning and deep learning model using cutting-edge technologies such as stable diffusion, Dall-E and GPT-3 Purchase of the print or Kindle book includes a free PDF eBook Key Features Learn to diagnose the need for regularization in any machine lea...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Vandenbussche, Vincent
Otros Autores: Kazakci, Akin Osman
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Birmingham, UK : Packt Publishing Ltd., 2023.
Edición:1st edition.
Temas:
Machine learning.
Deep learning (Machine learning)
Apprentissage automatique.
Apprentissage profond.
Acceso en línea:Texto completo (Requiere registro previo con correo institucional)
Tabla de Contenidos:
  • Table of Contents Product Information Document An Overview of Regularization Machine Learning Refresher Regularization with Linear Models Regularization with Tree-Based Models Regularization with Data Deep Learning Reminders Deep Learning Regularization Regularization with Recurrent Neural Networks Advanced Regularization in Natural Language Processing Regularization in Computer Vision Regularization in Computer Vision – Synthetic Image Generation.

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