base_param_decay

forest.benchmarking.analysis.base_param_decay(x: numpy.ndarray, amplitude: float, decay: float, baseline: float)

Model an exponential decay parameterized by a base parameter raised to the power of the independent variable x.

Parameters:

• x (numpy.ndarray) – Independent variable
• baseline (float) – Offset value
• amplitude (float) – Amplitude of exponential decay
• decay (float) – Decay parameter

Returns:

Exponential decay fit function