USD/PLN price prediction

This project aims to predict the USD/PLN price using Linear Regression and Recurrent Neural Networks implemented in Python.

Preparation

1. Clone repository git clone git@github.com:timschopinski/dolar-price-prediction.git

   (or with HTTPS git clone https://github.com/timschopinski/dolar-price-prediction.git)

2. Create virtualenv python -m venv venv

3. Upgrade setup tools pip install --upgrade pip setuptools wheel

4. Activate env and install libraries pip install -r requirements.txt

5. go to ./app and execute python manage.py save_chart

Running with docker-compose

1. Clone repository git clone git@github.com:timschopinski/dolar-price-prediction.git

   (or with HTTPS git clone https://github.com/timschopinski/dolar-price-prediction.git)

2. Install docker and docker-compose.

3. Run docker compose run --rm app sh -c "python manage.py save_chart"