featuretools.primitives.CumMean

class featuretools.primitives.CumMean

Calculates the cumulative mean.

Description:

Given a list of values, return the cumulative mean (or running mean). There is no set window, so the mean at each point is calculated over all prior values. NaN values will return NaN, but in the window of a cumulative caluclation, they’re treated as 0.

Examples

>>> cum_mean = CumMean()
>>> cum_mean([1, 2, 3, 4, None, 5]).tolist()
[1.0, 1.5, 2.0, 2.5, nan, 2.5]

__init__()

Initialize self. See help(type(self)) for accurate signature.

Methods

__init__()	Initialize self.
generate_name(base_feature_names)
generate_names(base_feature_names)
get_args_string()
get_arguments()
get_filepath(filename)
get_function()

Attributes

base_of
base_of_exclude
commutative
default_value
input_types
max_stack_depth
name
number_output_features
uses_calc_time
uses_full_entity