Hands-On Meta Learning with Python: Meta learning using one-shot learning, MAML, Reptile, and Meta-SGD with TensorFlow
Author:   Sudharsan Ravichandiran
Publisher:   Packt Publishing Limited
ISBN:  

9781789534207


Pages:   226
Publication Date:   31 December 2018
Format:   Paperback
Availability:   Available To Order   Availability explained
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Hands-On Meta Learning with Python: Meta learning using one-shot learning, MAML, Reptile, and Meta-SGD with TensorFlow


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Full Product Details

Author:   Sudharsan Ravichandiran
Publisher:   Packt Publishing Limited
Imprint:   Packt Publishing Limited
ISBN:  

9781789534207


ISBN 10:   1789534208
Pages:   226
Publication Date:   31 December 2018
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Available To Order   Availability explained
We have confirmation that this item is in stock with the supplier. It will be ordered in for you and dispatched immediately.

Table of Contents

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

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Author Information

Sudharsan Ravichandiran is a data scientist, researcher, artificial intelligence enthusiast, and YouTuber (search for Sudharsan reinforcement learning). He completed his bachelor's in information technology at Anna University. His area of research focuses on practical implementations of deep learning and reinforcement learning, which includes natural language processing and computer vision. He is an open source contributor and loves answering questions on Stack Overflow. He also authored a best-seller, Hands-On Reinforcement Learning with Python, published by Packt Publishing.

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