Behavior (Core)#

alts.core.oracle.data_behavior

class DataBehavior(change_interval, lower_value, upper_value, start_time, stop_time)[source]#

Description

Dictates how the data is behaving/changing over time.

Useful for simulating changes in environment during the observed time frame.

Parameters:

change_interval (float) – Amount of time steps between behaviour changes (default=5.0)
lower_value (float) – Lower extent of data value changes (default=-1.0)
upper_value (float) – Upper extent of data value changes (default=1.0)
start_time (float) – Start of affected time (default=0.0)
stop_time (float) – Stop of affected time (default=600.0)

behavior() → Tuple[NDArray[Shape['change_times'], np.dtype[np.number]], NDArray[Shape['change_values'], np.dtype[np.number]]][source]#

behaviour(self) -> change_times, change_values | Description | Describes when the data changes and by what value it does

Returns:

change_times, change_values

Return type:

NDArray[float], NDArray[float]

Raises:

NotImplementedError

Behavior (Core)