dsipts.Categorical

class dsipts.Categorical(name: str, frequency: int, duration: List[int], classes: int, action: ActionEnum, level: List[float])

Class for generating toy categorical data

Parameters:

• name (str) – name of the categorical signal

• frequency (int) – frequency of the signal

• duration (List[int]) – duration of each class

• classes (int) – number of classes

• action (str) – one between additive or multiplicative

• level (List[float]) – intensity of each class

__init__(name: str, frequency: int, duration: List[int], classes: int, action: ActionEnum, level: List[float])

Class for generating toy categorical data

Parameters:

• name (str) – name of the categorical signal

• frequency (int) – frequency of the signal

• duration (List[int]) – duration of each class

• classes (int) – number of classes

• action (str) – one between additive or multiplicative

• level (List[float]) – intensity of each class

Methods

__init__(name, frequency, duration, classes, ...)	Class for generating toy categorical data
generate_signal(length)	Generate the resposne signal
plot()	Plot the series
validate()	Validate, maybe there will be other checks in the future