July 2019
Intermediate to advanced
512 pages
19h 39m
English
Content preview from Hands-On Deep Learning Algorithms with Python
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Forward propagation in skip-gram
First, we will understand how forward propagation works in the skip-gram model. Let's use the same notations we used in the CBOW model. The architecture of the skip-gram model is shown in the following figure. As you can see, we feed only one target word 
as an input and it returns the 
context words as an output 
:
Similar to what we saw in CBOW, in the Forward propagation section, first we multiply our input ...
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