EvoNet

Neural Nets training with Vanilla Genetic Search demonstrated on the XOR problem.

The network tries to optimize the ROC-AUC metric. It does not require differentiation.

Install dependencies

pipenv install

Demo

pipenv shell
python nn.py > log
gnuplot

gnuplot> plot 'log' using 1:2 with linespoints

Sample Learning Plot