About arimafd
Arimafd is a Python package that provides algorithms
for online prediction and anomaly detection. One of the
applications of this package can be the early detection
of faults in technical systems.
Main Features
- Differentiation and integration of series including seasonal components
- Finding best hyperparametrs for ARIMA model
- Online forecasting based on ARIMA model
- Anomaly detection
- Evaluating score of anomaly detection algorithms
How to get it
The master branch on GitHub
https://github.com/waico/arimafd
Binaries and source distributions are available from PyPi
https://pypi.org/project/arimafd/
Get started
Installation through PyPi:
pip install -U arimafd
License
MIT