Machine Learning Foundations NLP(2): Using the Sequencing APIs

Using the Sequencing APIs

Sequencing is use to format sentence array using token,

For example:

"I have a car"

"Car have a door"

 

Tokenize: [I:1] [have:2] [a:3] [car:4] [door:5]

 

then these two sentence can be represent to:

[1 2 3 4] 

[4 2 3 5]

Sequencing is useful to represent sentence data and take as input for a neuron network.

Code

Result:

Reference:

Machine Learning Foundations: Ep #9 - Using the Sequencing APIs