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Neural Networks: Multi-layer Perceptron

This repository holds the source code and manuscripts of the following article:

  1. Part One
  2. Part Two

In the article, we talk about the mathematics and code (using only vanilla Python & Numpy) of a Multi-layer Perceptron.

License

A multi-layer Perceptron implementation in Python three and documentation with mathematics. Copyright (C) 2020 Tashfeen, Ahmad

This program is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version.

This program is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details.

You should have received a copy of the GNU General Public License along with this program. If not, see https://www.gnu.org/licenses/.