Installation

Note

Gloria requires Python version \(\ge\) 3.9 and \(<\) 3.13. If you do not have it installed, please refer to python.org.

Installing Gloria

We recommend to install Gloria into a dedicated virtual environment. Once the environment is created and activated use [1]

pip install gloria

to install the package. To verify it is correctly installed, start a Python REPL session by simply entering python into your shell and run the following commands:

>>> from gloria import Gloria
>>> Gloria()

This will output a newly instantiated Gloria object similar to the following

>>> Gloria(model='normal', sampling_period=Timedelta('1 days 00:00:00'), timestamp_name='ds', metric_name='y', capacity_name='', changepoints=None, n_changepoints=25, changepoint_range=0.8, seasonality_prior_scale=3, event_prior_scale=3, changepoint_prior_scale=3, dispersion_prior_scale=3, interval_width=0.8, trend_samples=1000, model_backend=<gloria.models.Normal object at 0x0000015509551CD0>, vectorized=False, external_regressors={}, seasonalities={}, events={}, prior_scales={}, protocols=[], history=Empty DataFrame
Columns: []
Index: [], first_timestamp=Timestamp('1970-01-01 00:00:00'), X=Empty DataFrame
Columns: []
Index: [], fit_kwargs={})

Footnotes

[1]

The package installer pip is typically installed along with Python, in particular if it was installed via python.org. If pip is not installed, you can follow the instructions found here.