Machine Learning with the Raspberry Pi: Experiments with Data and Computer Vision

Index

A

AdaGrad and RMSProp algorithms

Adam algorithm

Adaptive Gradient Algorithm (AdaGrad)

AlexNet network

Area under curve-receiver operating characteristic (AUC-ROC) curves

Artificial neural network (ANN)

activation function

annDemo1 script

artificial neuron diagram

categories

complex

error computing process

error contribution

FeedForward computations

FeedForward/Feedback

gradient descent equation

hidden layer node

housing price regression predictor, demonstration

initial input/weight values

inputvs. output

manual process

matrices

multiple error allocation setup

neuron model

neuron parts

output node error

Pima Indian Diabetes project

Python demonstration

init module

matrix notation

script

testANN3 script

testANN4 script

test code

test errors

testNet module

trainNet module

Python ...