Welcome to PyPBP’s documentation!
PyPBP is a Python library for researchers interested in studying time series outbreaks. It contains the required functions to implement the proposed Pattern Based Prediction method, which is a combination of Machine learning and statistical techniques focus on predicting outbreaks. In our paper “Pattern-Based Prediction of Population Outbreaks”, we presented the method in the context of insect outbreaks.
Please cite the use of our library as:
Bibtex citation:
@article{palma2022pattern,
title={Pattern-Based Prediction of Population Outbreaks},
author={Palma, Gabriel R and Godoy, Wesley AC and Engel, Eduardo and Lau, Douglas and Galvan, Edgar and Mason, Oliver and Markham, Charles and Moral, Rafael A},
journal={arXiv preprint arXiv:2209.02346},
year={2022}
}
APA citation:
Palma, G. R., Godoy, W. A., Engel, E., Lau, E., Galvan, E., Mason, O., Markham, C., Moral, A. R., (2022). Pattern-Based Prediction of Population Outbreaks. arXiv preprint arXiv:4477913.
Note
This project is under active development. So, new details will be added to this page shortly.