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DeepLearning4Java - Examples

Overview

 

Examples

NearestNeighbor

	See the class JavaDoc for examples.

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MnistClassifier

TODO: verify this:
	This is the first example I did.

	Classifies handwritten numbers.

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org.deeplearning4j.examples.dataexamples

	The examples in this package show how to process data; separate training 
        and test data, load data from .cvs files

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PredictGenderTrain

	This one predicts gender based on name.

	Has a Swing UI.
	
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GloVeExample

	This is a sentence example

	It does not have the input data file, but there is an email address of 
        the author in the code.


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LSTMCharModellingExample

	see the links in the class JavaDoc

	What is LSTM?  Long Short Term Memory network

	How what is this LSTM recurring neural network example doing with 
        the Shakespeare?

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MelodyModelingExample

	This one actually creates a melody from input files created by 
        extracting data from existing MIDI files.

	Use MidiMelodyExtractor.java to create the input files.

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AdditionRNN

	This one is mentioned in the 'Machine Learning for Dummies'

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NeuralStyleTransfer

	What is artistic style transfer?

		See the links in the class JavaDoc.


	how does this example modify the input image?

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TicTacToeGameTrainer

	See the readme in this example.  It has an in-depth explanation of 
        building the neural network and training.

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BasicHyperparameterOptimizationExample

	What is a hyper parameter?

	This example uses the Arbiter API/server to use HTML as the user interface.

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Resources

 

Date Created

Wed Oct 16 09:47:06 CDT 2019


Last Updated

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