Learning Task Plotting¶

This is a simple notebook displaying some of the learning task specific visualisation functionalities available in aeon.

This is in-progress, and does not contain detailed descriptions and documentation yet.

In [1]:

from aeon.datasets import load_airline, load_electric_devices_segmentation

ed_seg, _, ed_seg_chp = load_electric_devices_segmentation()
airline = load_airline()

Forecasting¶

In [2]:

from aeon.forecasting.model_selection import SlidingWindowSplitter
from aeon.visualisation import plot_series_windows

In [3]:

fh = list(range(1, 13))
_ = plot_series_windows(
    airline, SlidingWindowSplitter(fh=fh, window_length=60, step_length=len(fh))
)

Segmentation¶

In [4]:

from aeon.visualisation import plot_series_with_change_points

In [5]:

_ = plot_series_with_change_points(ed_seg, ed_seg_chp)