Hands-on meta learning with Python: meta learning using one-shot learning, MAML, Reptile, and Meta-SGD with TensorFlow

This hands-on guide for meta learning starts with exploring the principles, algorithms, and implementations of Meta learning with Tensorflow, Keras, and Python. Once it sets the foundation of "learning to learn", the book will help you implement your meta learning algorithms from scratch.

Detalles Bibliográficos
Autor principal: Ravichandiran, Sudharsan
Lenguaje:eng
Publicado: Packt Publishing 2018
Materias:
XX
Acceso en línea:http://cds.cern.ch/record/2667833
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author Ravichandiran, Sudharsan
author_facet Ravichandiran, Sudharsan
author_sort Ravichandiran, Sudharsan
collection CERN
description This hands-on guide for meta learning starts with exploring the principles, algorithms, and implementations of Meta learning with Tensorflow, Keras, and Python. Once it sets the foundation of "learning to learn", the book will help you implement your meta learning algorithms from scratch.
id cern-2667833
institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2018
publisher Packt Publishing
record_format invenio
spelling cern-26678332021-04-21T18:27:24Zhttp://cds.cern.ch/record/2667833engRavichandiran, SudharsanHands-on meta learning with Python: meta learning using one-shot learning, MAML, Reptile, and Meta-SGD with TensorFlowXXThis hands-on guide for meta learning starts with exploring the principles, algorithms, and implementations of Meta learning with Tensorflow, Keras, and Python. Once it sets the foundation of "learning to learn", the book will help you implement your meta learning algorithms from scratch.Packt Publishingoai:cds.cern.ch:26678332018
spellingShingle XX
Ravichandiran, Sudharsan
Hands-on meta learning with Python: meta learning using one-shot learning, MAML, Reptile, and Meta-SGD with TensorFlow
title Hands-on meta learning with Python: meta learning using one-shot learning, MAML, Reptile, and Meta-SGD with TensorFlow
title_full Hands-on meta learning with Python: meta learning using one-shot learning, MAML, Reptile, and Meta-SGD with TensorFlow
title_fullStr Hands-on meta learning with Python: meta learning using one-shot learning, MAML, Reptile, and Meta-SGD with TensorFlow
title_full_unstemmed Hands-on meta learning with Python: meta learning using one-shot learning, MAML, Reptile, and Meta-SGD with TensorFlow
title_short Hands-on meta learning with Python: meta learning using one-shot learning, MAML, Reptile, and Meta-SGD with TensorFlow
title_sort hands-on meta learning with python: meta learning using one-shot learning, maml, reptile, and meta-sgd with tensorflow
topic XX
url http://cds.cern.ch/record/2667833
work_keys_str_mv AT ravichandiransudharsan handsonmetalearningwithpythonmetalearningusingoneshotlearningmamlreptileandmetasgdwithtensorflow

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