pyfli.simulator

Provide simulator tools for PyFLI synthetic FLI/FLIM data generation, hardware noise modeling, calibration, and validation tools.

This module belongs to pyfli.simulator and is part of PyFLI synthetic FLI/FLIM data generation, hardware noise modeling, calibration, and validation tools. The module primarily re-exports package symbols or constants for downstream imports.

Modules

calibration_engine	Calibrate simulator hardware parameters against experimental decay cubes.
combined
distributions	Sample detector, noise, beta, and truncated-normal parameters for simulations.
image_generator_common	Shared per-ROI mask loading, simulator selection, and pixel-loop logic for the full-image FLI dataset generators.
irf_sim
main_common	Shared engine-wrapping pipelines for the continuous (ICCD-style) and discrete (TCSPC-style) simulator pairs.
noise_models	Apply Poisson, dark-count, read-noise, jitter, and pile-up models to simulated decays.
separate
sim_calibrator	Validate simulated and experimental decay distributions with summary statistics and plots.
sim_engine_common	Shared IRF/timing setup, cycles-range validation, and TCSPC photon-binning logic for the sampling engines wrapped by the "combined" and "separate" simulator pairs.
sim_helper	Provide sim helper tools for PyFLI synthetic FLI/FLIM data generation, hardware noise modeling, calibration, and validation tools.
sim_stat_test	Validate simulated and experimental decay distributions with summary statistics and plots.
sim_workflow