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Procedural generation and training of neural networks for arbitrary data sets. Selection of a "fit" neural network for a given data set using a genetic algorithm. Ran on a large compute cluster at UNLV.

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lib/piccolo

lib/piccolo

 
 

scripts/linux

scripts/linux

 
 

src/com/jhurt

src/com/jhurt

 
 

test/src/com/jhurt

test/src/com/jhurt

 
 

.classpath

.classpath

 
 

.gitignore

.gitignore

 
 

.project

.project

 
 

NeuralNetwork.iml

NeuralNetwork.iml

 
 

NeuralNetwork.ipr

NeuralNetwork.ipr

 
 

README

README

 
 

build.properties

build.properties

 
 

build.xml

build.xml

 
 

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Software for generating NN to solve problems. Written in Clojure.

To build: 

1. %> ant dist

To run slave(s): 

1. Make sure a JMS broker is running
2. %>slaves.sh <number_of_slaves> <jms_broker_ip> <jms_broker_port>

To run master:

1. Make sure a JMS broker is running
2. %>nn-generator.sh <jms_broker_ip> <jms_broker_port>

To start ActiveMQ JMS broker:

1. %> <active_mq_home>/bin/activemq

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Procedural generation and training of neural networks for arbitrary data sets. Selection of a "fit" neural network for a given data set using a genetic algorithm. Ran on a large compute cluster at UNLV.

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