These instructions will get you a copy of the project up and running on your local machine for development and testing purposes.
Before you begin, ensure you have the latest version of Python installed on your system. You can download Python from python.org.
Follow these steps to set up your development environment:
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Create a Virtual Environment
python -m venv venv
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Activate the Virtual Environment
source venv/bin/activate
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Install the Dependencies
pip install -r requirements.txt
The data (flights.csv) can be found here. For more information about the data, one can refer to the paperswithcode and the website.
The following pictures show the best and worst results of the models on the testing flights, with and without covariates input. More details and discussions about the results as well as the models can be found in the report.