Neural Network From Scratch

The entire of the code has been taken from the https://nnfs.io/ book written by Sentdex.

Table of contents

2. Setup
3. Usage of the application

Setup

To run the project, you need to use pipenv. You can install all dependencies with this command :

$ pipenv install

Usage

You can use differents files to test the neural network.

To train simple regression :

$ python src/train_regression.py

To train binary logistic regrsssion :

$ python src/train_binary_logistic_regression.py

To train categorical crossentropy :

$ python src/train_categorical_crossentropy.py

For categorical exemple :

$ python src/real_categorical_example.py
$ python src/load_real_categorical_example.py