pinantyo / tictrav_django

Recommender System for Tourism Place

Tictrav

The Smart Way To Travel

Tictrav is a tourism recommender website, powered by Django, to give suggestion for people who likes to travel.

Library

Ticrav uses a number of open source library to work properly:

• Django - Backend application
• jQuery - AJAX uses
• Tensorflow - Deploy the model
• Transformers - Utilize the Open-domain QAS BERT model
• Pandas - Data preprocessing and dataframe
• Numpy - Data preprocessing and array conversion
• Matplotlib - Visualize data and performance of model
• [HTML] - Visualize the web

Installation

Ticrav requires Python to run.

Install the virtualenvironment and its dependencies

cd pa_tictrav
python -m venv env
env\Scripts\activate.bat
pip install -r requirements.txt

Run Django Server

python manage.py runserver

License

MIT