utils

Collection of utility functions used throughout the package.

circuit_complexity(circuit)	Computes the component complexity of the circuit.
generate_circuit_fn(circuit[, jit, concat])	Generates a function to compute the circuit impedance, parameterized by frequency and the circuit parameters.
generate_circuit_fn_impedance_backend(circuit)	Generates a function to compute the circuit impedance, parameterized by frequency and the circuit parameters, using impedance.py.
fit_circuit_parameters(circuit, freq, Z[, ...])	Fits and returns the parameters of a circuit to impedance data.
are_circuits_equivalent(circuit1, circuit2)	Checks if two circuit strings are equivalent.
initialize_priors(p0)	Initializes prior distributions from parameters dictionary.
initialize_priors_from_posteriors(posterior)	Creates new priors based on the posterior distributions.
eval_posterior_predictive(samples, circuit, freq)	Evaluates the posterior predictive distribution of a MCMC run.
validate_circuits_dataframe(circuits)	Ensures that the circuits dataframe if properly formatted/typed.
preprocess_impedance_data(freq, Z[, ...])	Preprocesses/cleans up impedance measurements.
Settings([loglevel, ncores, notebook, ...])	Global settings, e.g., logging, parallelism, etc.
InferenceResult(circuit, mcmc, *, converged, ...)	Container for inference result.
ImpedanceData(freq, Z)	Container for impedance data.