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RollingMode

Running mode over a window.

The mode is the most common value.

Parameters

  • window_size (int)

    Size of the rolling window.

Attributes

  • counts (collections.defaultdict)

    Value counts.

Examples

>>> from river import stats

>>> X = ['sunny', 'sunny', 'sunny', 'rainy', 'rainy', 'rainy', 'rainy']
>>> rolling_mode = stats.RollingMode(window_size=2)
>>> for x in X:
...     print(rolling_mode.update(x).get())
sunny
sunny
sunny
sunny
rainy
rainy
rainy

>>> rolling_mode = stats.RollingMode(window_size=5)
>>> for x in X:
...     print(rolling_mode.update(x).get())
sunny
sunny
sunny
sunny
sunny
rainy
rainy

Methods

get

Return the current value of the statistic.

update

Update and return the called instance.

Parameters

  • x (numbers.Number)