ec2-spot-price-forecaster

Requirements

• Python 3.6 or above - it doesn't matter conda env or virtenv
• All the packages described in requirements file
• Decompress dataset file

# inside of dataset folder
unzip eu-west-1.csv.zip

How does it run?

Just run the arima or lstm script with no arguments

# inside of src folder
python arima_prediction.py
python lstm_prediction.py

Some usefull informaton

• Predicting Amazon Spot Prices with LSTM Networks (from papers folder)
• https://www.alkaline-ml.com/pmdarima/auto_examples/example_simple_fit.html