Hands-On Meta Learning with Python Cover

Hands-On Meta Learning with Python

Meta learning using one-shot learning, MAML, Reptile, and Meta-SGD with TensorFlow

Publisher:Packt Publishing Limited

By: Sudharsan Ravichandiran

Paid access

|Dec 2018

E-Book €25.99Institutions €117.95

E-Book €25.99Institutions €117.95

Table of Contents

Introduction to Meta Learning
Face and Audio Recognition using Siamese Network
Prototypical Network and its variants
Building Matching and Relation Network using Tensorflow
Memory Augmented Networks
MAML and its variants
Meta-SGD and Reptile ALgorithm
Gradient Agreement as an Optimization Objective
Recent Advancements and Next Steps

PDF ISBN: 978-1-78953-702-4

Publisher: Packt Publishing Limited

Copyright owner: © 2018 Packt Publishing Limited

Publication date: 2018

Language: English

Pages: 226

Related subjects:

Computer sciences,

Computer sciences, other

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