DogecoPredictor

DogecoPredictor is open source ML powered predictor for DogeCoin. The previous day's closing value is used to predict the next day's closing value

Website : DogecoPredictor

ML Model : Predictor

Team members

Aanand S

Mashood

Team Id

Team Id - ML/ 71

Link to product walkthrough

See our video for more details

How it Works ?

1. Go to our website DogecoPredictor
2. Add the close of previous day in the close form in the site
3. Click on the predict button and the predicted value will be shown at the bottom

Libraries used

Django - 4.0.3

django-crispy-forms - 1.14.0

gunicorn - 20.1.0

joblib - 1.1.0

numpy - 1.22.3

scikit-learn - 1.0.1

scipy - 1.8.0

How to configure

Clone the repo

git clone https://github.com/unniznd/predictor.git

Install dependencies

pip install -r requirements.txt

Create file predictor/dev_settings.py and Configure SECRET_KEY and ALLOWED_HOSTS

SECRET_KEY = "add_secret_key_here"
....
ALLOWED_HOSTS = ['dogecopredictor.herokuapp.com','*'] # '*' means allow all hosts

Make migrations

python manage.py makemigrations
python manage.py migrate

Set debug = False in predictor/settings.py

How to Run

Run server

python manage.py runserver

Go to the link and enjoy the DogecoPredictor