What is a typed list in theano?
This recipe explains what is typed list in theano.
Recipe Objective - What is a typed list in theano?
In typed list, all elements must have the same Theano type.
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Example -
# Importing libraries
import theano.typed_list
# Creating typedlist
f1 = theano.typed_list.TypedListType(theano.tensor.fvector)()
# Creating a vector
f2 = theano.tensor.fvector()
# Appending 'f1' and 'f2'
f3 = theano.typed_list.append(f1, f2)
# Creating function which takes two vectors 'f1' and 'f2' as input and gives 'f3' as output
fun = theano.function([f1, f2], f3)
# Calling function
fun([[1,2]], [2])
Output - [array([1., 2.], dtype=float32), array([2.], dtype=float32)]
In this way, we can create a typed list in theano.
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Abhinav Agarwal
I come from Northwestern University, which is ranked 9th in the US. Although the high-quality academics at school taught me all the basics I needed, obtaining practical experience was a challenge.... Read More