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antd-lua-plugin/lib/ann/examples/xor/train.lua
2018-09-19 15:08:49 +02:00

18 lines
499 B
Lua
Executable File

#! /usr/bin/env lua
require("lfann")
-- Create a Neural Network with tree layers, with 2, 3 and 1 neurons, plus one
-- bias neuron per layer
local net = fann.Net.create_standard{2, 3, 1}
-- Configure the activation function
net:set_activation_function_hidden(fann.GAUSSIAN_SYMMETRIC)
net:set_activation_function_output(fann.GAUSSIAN_SYMMETRIC)
-- Train the net from a file
net:train_on_file("train.data", 1000, 10, 0.0001)
-- Save the net to a file for a latter execution
net:save("xor.net");