Welcome to Sigmet!

Installation

Sigmet requires the following packages:

  • Pandas: primary data format for easy data manipulation and datetime functionality
  • Numpy: for computation
  • Statsmodels: AU3 uses statsmodel’s ARIMA and SARIMAX models for prediction
  • Matplotlib: plotting for .graph() method

To install, run the following on the command line

pip install sigmet

Example

First we instantiate an AU3 object

from sigmet import Sigmet

data = pd.read_csv('time-series.csv')
ex = Sigmet(start, end, data)
ex.fit(window_start, window_end)

License

The project is licensed under the GNU General Public License.