-- perceptron --

Perceptron algorithm module

Setup

# required modules
pip3 install matplotlib numpy optparse
# clone
git clone https://github.com/marcodlk/perceptron.git
cd perceptron/
# see options
python3 perceptron.py -h

Usage examples

# use randomly generated dataset size 10
# set learning rate parameter to 0.01
# set max iterations to 500
# generate animated plot from results
python3 perceptron.py -r 10 -c 0.01 -i 500 -a plot.mp4
# use preset AND binary op data
# + available binops: and,or,xor,nand
# default parameters are used if not specified
python3 perceptron.py -0 and