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.

Saved in:
Bibliographic Details
Published in:Deep Learning with Python pp. 35 - 61
Main Author: Ketkar, Nikhil
Format: Book Chapter
Language:English
Published: United States Apress L. P 2017
Apress
Subjects:
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 Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
Description
Summary: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