ryanelliott10 / spotifai

Handy dandy neural network that generates playlists from a given input library.

SpotifAI

Handy dandy neural network that generates playlists from a given input library.

Requirements

Keras==2.3.1
Keras-Applications==1.0.8
Keras-Preprocessing==1.1.0
numpy==1.17.0
spotipy==2.4.4
h5py==2.10.0

Run pip3 install -r requirements.txt to install all used libraries.

Instructions

Create a new file, src/.env, that will contain two keys (in JSON format):

{
  "CLIENT_ID": "<your_spotify_api_id_here>",
  "CLIENT_SECRET": "<your_spotify_api_secret_here>"
}

Usage

There are two modes you can run neural_network.py in:

• Using a pre-trained model
• Training a new model

To use a pre-trained model, run python3 neural_network.py -p. This option requires the existence of two files: model.json and model.h5.

To train a new model (and generate the above required files), run python3 neural_network -n. This will train the model and create model.json and model.h5 which can later be used as pre-trained models.

Connect With Us

LinkedIn:

• @RyanElliott-10
• @Sean-Nesbit