FWIW: I'm not the author of the content presented here (which is an outline from Edmond Lau's book). I've just copy-pasted it from somewhere over the Internet, but I cannot remember what exactly the original source is. I was also not able to find the author's name, so I cannot give him/her the proper credits.
Hello Le Wagon 👋
Hello Le Wagon 👋
Hello Le Wagon 👋
| { | |
| "cells": [ | |
| { | |
| "cell_type": "markdown", | |
| "metadata": {}, | |
| "source": [ | |
| "# global no bounding " | |
| ] | |
| }, | |
| { |
| $ python xor.py | |
| Training: | |
| Epoch 0 MSE: 1.765 | |
| Epoch 100 MSE: 0.015 | |
| Epoch 200 MSE: 0.005 | |
| * Target MSE reached * | |
| Evaluating: | |
| 1 XOR 0 = 1 ( 0.904) Error: 0.096 | |
| 0 XOR 1 = 1 ( 0.908) Error: 0.092 | |
| 1 XOR 1 = 0 (-0.008) Error: 0.008 |