Neural Network From Scratch

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

Setup

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

$ pipenv install

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