pyhiperta.calibration.calibrate

pyhiperta.calibration.calibrate(waveform: ndarray, gains: ndarray, pedestals: ndarray) → ndarray

Apply pedestal and gain calibration to waveforms.

Parameters:

• waveform (np.ndarray) – Batch or single video samples of the shower events. Shape: (N_batch, N_frames, N_pixels)

• gains (np.ndarray) – For each waveform, the gains to apply to each pixel. The same gain is applied for all frames of a shower pixel. Shape: (N_batch, N_pixels).

• pedestals (np.ndarray) – For each waveform, the pedestals to apply to each pixel. The same pedestal is applied for all frames of a shower pixel. Shape (N_batch, N_pixels)

Returns:

Calibrated waveforms (number of photo-electrons). Shape is identical to waveform.

Return type:

np.ndarray