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NeuralNet

This program was implemented for an academic class project in Artificial Intelligence.

The goal was to implement a program capable of loading data files from PROBEN1 Benchmark suite and load them into a Neural Network to measure its performance. The learning algorithm suggested was the classic "BackPropagation with momentum", together with Early Stopping to prevent the net from over-fitting the data.

At ftp://ftp.ira.uka.de/pub/neuron/ you can find the data files and the original documentation about PROBEN1, which also includes the details about Early Stopping.

Check the Wiki for more information!

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