Scifly is a library made for Machine Learning scientists to have access to ready-to-use ADS-B dataset.
For now, the best way to install Scifly is by using pip install :
pip install git+https://github.com/Wirden/scifly.git
import scifly
scifly.data_cleaner(df) # df being flight data
Pull requests are welcome. For major changes, please open an issue first to discuss what you would like to change.
Please make sure to update tests as appropriate.
This work is part of the 2020 published Opensky symposium paper:
@Article{proceedings2020059009,
AUTHOR = {Chevrot, Antoine and Vernotte, Alexandre and Bernabe, Pierre and Cretin, Aymeric and Peureux, Fabien and Legeard, Bruno},
TITLE = {Improved Testing of AI-Based Anomaly Detection Systems Using Synthetic Surveillance Data},
JOURNAL = {Proceedings},
VOLUME = {59},
YEAR = {2020},
NUMBER = {1},
ARTICLE-NUMBER = {9},
URL = {https://www.mdpi.com/2504-3900/59/1/9},
ISSN = {2504-3900},
DOI = {10.3390/proceedings2020059009}
}If you find any use for this project in your research, do not hesitate to cite it