TensorFlow Flashcards Preview

Deep Learning > TensorFlow > Flashcards

Flashcards in TensorFlow Deck (10):
1

Regular Expression Usage Issues

Requires complete knowledge
Impossible to maintain
Must be rewritten as document population changes

2

Machine Learning benefits

Can automatically learn a large number of features appropriate to the problem
Retraining can be automatic an ongoing

3

Recurrent Neural Network benefits

Feature selection is unneccessary
Deep learning is difficult to train

4

Classification Benefits

Entire text of the receipt is split into words which become the features for the classifier

5

Extraction and ranking benefits

Extraction by pattern matching
Use an aggregation algorithm to predict the string

6

Recurrent neural networkds

Text is fed into the neural network character by character then the network is triggered to generate after a classification of a sequence of characters

7

What is a tensor?

The central unit of the TensorFlow. Sonsists of a set of primitive values shaped into an array of any number of dimensions.

8

Tensor's rank

Number of dimensions

9

How to import tensor flow in Python

import tensorflow as tf

10

Tensorflow core programs essentially consist of

Building the computational graph
Running the computational graph