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Artificial Neural Networks with stochastic gradient descent optimization

Single layer neural network to predict the gender of crabs.

Installation

Download from https://github.com/tim-hoff/ann

Usage

You can get output for feeding the crab data [http://vincentarelbundock.github.io/Rdatasets/csv/MASS/crabs.csv] [http://vincentarelbundock.github.io/Rdatasets/doc/MASS/crabs.html] through the trained neural network by running:

$ java -jar target/uberjar/ann-0.1.0-SNAPSHOT-standalone.jar

Options

For options and function descriptions see http://tim-hoff.github.io/Artificial-Neural-Network/ann.core.html

Examples

If you're feeling brave enough to use the repl, you can try:

(error-check crabv (refeed crabv2 (first (weight-gen `(7 1))) [0.2 0.1 0.05 0.025 0.01]) 0.5)

License

Copyright © 2015 Timothy Hoff

Distributed under the Eclipse Public License either version 1.0 or (at your option) any later version.

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