API-SP

An API for signal processing [V1] based on DWT bior2.2 and using random forest classifier.

Getting Started

These instructions will get you a copy of the project up and running on your local machine for development and testing purposes.

Prerequisites

Install all dependencies

pip install -r requirements.txt

Configure credentials in eeg_api_dwt/.env

DB_NAME = 'eegDB'
DB_USER = 'root'
DB_PASSWORD = 'root'
DB_HOST = 'localhost'
DB_PORT = '3306'

Installing

Once you configure the database, you must run locally

python manage.py makemigrations

And then

python manage.py migrate

Running

To run the django project in the default port (8000)

python manage.py runserver

Deployment

The default branch for the stable version is 'MASTER'

Built With

• Django - The web framework used
• scikit-learn - Machine Learning in Python
• PyWavelets - Wavelet Transforms in Python

Authors

• Luis Alfredo Moctezuma - Initial work - luisalfredomoctezuma