Deep Learning Pipeline: Building a Deep Learning Model with TensorFlow

Index

A

Activation functions

binary step function

deep learning model

linear activation function

mathematical equations

neural network architecture

perceptron and neural network

placement of

recap

ReLU function

role of

sigmoid/logistic activation function

swish activation function

works in neuron

Adadelta

Adaptive gradient

Adaptive moment estimation

Aggregation function

AND Boolean function

AND Boolean gate operation

Annotation

Artificial neural network (ANN)

Artificial neuron

Association rule learning

Atom extraction

B

Backpropagation

Backpropagation, convolution layer

Backpropagation through time (BPTT)

architecture

circled multiplication

cross-entropy loss

definition

feed backward

gradients

time step

variables

Bag-of-words (BoW) model

Batch gradient descent

concept

pros/cons

Batch ...