NGAFID Flight Maintenance Predictor

This tool currently predicts whether or not a flight is before or after maintenance. It has been trained on flights that lasted at least 1 hour, so it may not perform well for very short flights.

To use the predictor, follow these steps.

1. Clone the repo
2. Install the requirements.txt to your python (version 3.7+)
3. cd to the repo directory and run python main.py to process the examples
4. run python main.py --inputdirectory example_flights to process all flights in a particular directory (replace example_flights with your directory)

All results will be written to the results.csv file. Subsequent runs will overwrite previous results.