Hands-on Time Series Analysis with Python by B V Vishwas & Ashish Patel

Author:B V Vishwas & Ashish Patel
Language: eng
Format: epub
ISBN: 9781484259924
Publisher: Apress

The neural network does not hold this recurrent unit, where RNN does, which helps to handle the sequential pattern found in the data.

RNN has the following models, all illustrated in Figures 5-22 through 5-24.One to many

Many to one

Many to many

Figure 5-22One-to-many relationship

Figure 5-23Many-to-one relationship

Figure 5-24Many-to-many relationship

We have given an input image (one) and get the result sequence of text (many).

We have given text (many) as input and get a sentiment (one) as output.

We have given text (many) as input and get a translated result (many) as output.

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