Introduction to Theano

In this chapter we introduce the reader to Theano, which is a Python library for defining mathematical functions (operating over vectors and matrices), and computing the gradients of these functions. Theano is the foundational layer on which many deep learning packages like Keras are based.

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Bibliographische Detailangaben
Veröffentlicht in:Deep Learning with Python S. 35 - 61
1. Verfasser: Ketkar, Nikhil
Format: Buchkapitel
Sprache:Englisch
Veröffentlicht: United States Apress L. P 2017
Apress
Schlagworte:
Computer programming / software development
Deep Learning
Loss Function
Program concepts / learning to program
Programming & scripting languages: general
Root Mean Square Error
Shared Variable
Weight Vector
ISBN:1484227654, 9781484227657
Online-Zugang:Volltext
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Beschreibung
Zusammenfassung:In this chapter we introduce the reader to Theano, which is a Python library for defining mathematical functions (operating over vectors and matrices), and computing the gradients of these functions. Theano is the foundational layer on which many deep learning packages like Keras are based.
ISBN:1484227654
9781484227657
DOI:10.1007/978-1-4842-2766-4_4