Jasonnor/Perceptron
Using Java Swing to implement single layer perceptron neural network.
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Implements the standard perceptron learning algorithm with 2/3-1/3 train-test data splitting, computing hyperplanes and synaptic weights for multi-dimensional classification tasks. The Java Swing GUI visualizes decision boundaries and provides interactive parameter tuning, file I/O for datasets, and real-time training/testing result comparison across multiple data groups.
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Community
21 / 25
Stars
87
Forks
42
Language
Java
License
MIT
Category
Last pushed
Nov 06, 2016
Commits (30d)
0
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