coreΒΆ

Collection of functions core to AutoEIS functionality.

perform_full_analysis(freq, Z[, iters, ...])

Performs automated EIS analysis by generating plausible ECMs that fit the impedance data, followed by Bayesian inference on components.

generate_equivalent_circuits(freq, Z[, ...])

Generates candidate circuits that fit the impedance data using evolutionary algorithms.

filter_implausible_circuits(circuits)

Applies heuristic rules to exclude implausible circuits.

perform_bayesian_inference(circuits, freq, Z)

Performs Bayesian inference on the circuits based on impedance data.

preprocess_impedance_data(freq, Z[, ...])

Preprocesses/cleans up impedance measurements.