Uses of Package
edu.uky.ai.ml.nn

Packages that use edu.uky.ai.ml.nn 
Package Description
edu.uky.ai.ml
Contains an example exercise in which a neural network is trained to recognize images of capital letters.
edu.uky.ai.ml.nn
Contains classes for representing simple feed-forward neural networks whose neurons use the sigmoid activation function.
  • Classes in edu.uky.ai.ml.nn used by edu.uky.ai.ml 
    Class Description
    Database
    A database is simply a collection of training examples on which a neural network can be trained.
    NeuralNetwork
    A neural network is a computational model, based roughly on biological networks of neurons, which can be trained to perform well on various kinds of classification and non-linear regression tasks.
  • Classes in edu.uky.ai.ml.nn used by edu.uky.ai.ml.nn 
    Class Description
    Database
    A database is simply a collection of training examples on which a neural network can be trained.
    Edge
    Edges in a neural network are roughly equivalent to dendrites in a biological neuron.
    Example
    An example is an individual data point that is part of a larger database.
    InputLayer
    A special subclass of Layer representing the input layer.
    InputNeuron
    A special subclass of Neuron whose value can be directly set.
    Layer
    A layer is a collection of neurons in a neural network.
    Neuron
    A neuron is the fundamental building block of a neural network and is meant to roughly parallel a biological neuron.