Network

java.lang.Object

me.damoebe.architectures.Network

Direct Known Subclasses:: DecoderTransformer, FFNetwork, S2STransformer

public abstract class Network extends Object

Constructor Summary

Constructors

Constructor

Description

Network()
Method Summary

Modifier and Type

Method

Description

abstract List<Double>

getOutput()

abstract void

insertInput(List<Double> input)

static FFNetwork

loadNetworkFromJson(String path, Class targetClass)

Loads a FFNetwork from a JSON file

boolean

loadToJsonFile(File file)

Loads the FFNetwork Object to a json file

abstract void

train(List<Double> input, List<Double> optimalOutput)

abstract void

updateAllActivations()

Methods inherited from class java.lang.Object
clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Details
- Network
  
  public Network()
Method Details
- train
  
  public abstract void train(List<Double> input, List<Double> optimalOutput)
- getOutput
  
  public abstract List<Double> getOutput()
- insertInput
  
  public abstract void insertInput(List<Double> input)
- updateAllActivations
  
  public abstract void updateAllActivations()
- loadNetworkFromJson
  
  public static FFNetwork loadNetworkFromJson(String path, Class targetClass) throws Exception
  
  Loads a FFNetwork from a JSON file
  
  Parameters:
  
  path - The path to the json file
  
  targetClass - The subclass that is used to construct the object
  
  Returns:
  
  A FFNetwork subclass Object
  
  Throws:
  
  Exception - If the file is not compatible with the target class
- loadToJsonFile
  
  public boolean loadToJsonFile(File file) throws Exception
  
  Loads the FFNetwork Object to a json file
  
  Parameters:
  
  file - The file which should contain the network
  
  Returns:
  
  true if the file did not exist, false if the file already existed.
  
  Throws:
  
  Exception - If anything goes wrong