nn_scratch

Neural network without using any ML libraries.

That's just an exercise to play with Python. I decided to implement simple two layer neural network from scratch,

Prerequisites

To understand a theory behind the code some knowledge of calculus, linear algebra, and neural networks in general is needed.

Implementation

I used Python 3 and its NumPy package. Everything was written in a single Jupyter notebook.

Meta

Distributed under the GNU GPLv3 license. See LICENSE for more information.

Contributing

I believe any contributions to this project do not make sense, however feel free to use my code.