Index

_

__call__() (pmrf.models.Model method) __init__() (pmrf.fitting.BaseFitter method), [1] (pmrf.fitting.BayesianFitter method), [1] (pmrf.fitting.BayesianResults method), [1] (pmrf.fitting.FitResults method), [1] (pmrf.fitting.fitters.BlackjaxNSFitter method) (pmrf.fitting.fitters.dyPolychordFitter method), [1] (pmrf.fitting.fitters.NumPyroMCMCFitter method), [1] (pmrf.fitting.fitters.PolychordFitter method), [1] (pmrf.fitting.fitters.ScipyMinimizeFitter method), [1] (pmrf.fitting.FrequentistFitter method), [1] (pmrf.fitting.FrequentistResults method), [1] (pmrf.fitting.results.AnestheticResults method), [1] (pmrf.fitting.results.NumPyroResults method), [1] (pmrf.fitting.results.ScipyMinimizeResults method), [1] (pmrf.sampling.BaseSampler method), [1] (pmrf.sampling.samplers.LatinHypercubeSampler method), [1] (pmrf.sampling.samplers.UniformSampler method), [1]

A

a() (pmrf.models.containers.Cascade method) (pmrf.models.containers.Renumbered method) (pmrf.models.lines.RLGCLine method) (pmrf.models.Model method) (pmrf.models.nonideal.CLCResistor method) (pmrf.models.topological.PiCLC method) (pmrf.models.utility.AModel method)

a2s() (in module pmrf.functions.conversions) a_general() (pmrf.models.topological.PiCLC method) a_zero_inductance() (pmrf.models.topological.PiCLC method) AModel (class in pmrf.models.utility) AnestheticResults (class in pmrf.fitting.results), [1] AnestheticResults.NestedSamples (class in pmrf.fitting.results), [1] as_fixed() (pmrf.parameters.Parameter method) as_free() (pmrf.parameters.Parameter method)

B

BaseFitter (class in pmrf.fitting), [1] BaseSampler (class in pmrf.sampling), [1] BayesianFitter (class in pmrf.fitting), [1]

BayesianResults (class in pmrf.fitting), [1] beta (pmrf.fitting.results.AnestheticResults.NestedSamples property), [1] BlackjaxNSFitter (class in pmrf.fitting.fitters)

C

C (pmrf.models.lines.ConstantRLGCLine attribute) (pmrf.models.lumped.Capacitor attribute) C1 (pmrf.models.topological.PiCLC attribute) C2 (pmrf.models.topological.PiCLC attribute) C_prime() (pmrf.models.lines.PhysicalCoaxial method) Capacitor (class in pmrf.models.lumped) Cascade (class in pmrf.models.containers) cdf() (pmrf.distributions.parameter.JointParameterDistribution method) center (pmrf.frequency.Frequency property) center_idx (pmrf.frequency.Frequency property) center_scaled (pmrf.frequency.Frequency property) children() (pmrf.models.Model method) clc (pmrf.models.nonideal.CLCResistor attribute) CLCResistor (class in pmrf.models.nonideal) comb() (in module pmrf.functions.math) complex2Scalar() (in module pmrf.functions.math)

complex_2_db() (in module pmrf.functions.math) complex_2_db10() (in module pmrf.functions.math) complex_2_degree() (in module pmrf.functions.math) complex_2_magnitude() (in module pmrf.functions.math) complex_2_quadrature() (in module pmrf.functions.math) complex_2_radian() (in module pmrf.functions.math) complex_2_reim() (in module pmrf.functions.math) complex_components() (in module pmrf.functions.math) complexify() (in module pmrf.functions.math) ConstantRLGCLine (class in pmrf.models.lines) contour() (pmrf.fitting.results.AnestheticResults.NestedSamples method), [1] conv_cost() (in module pmrf.functions.math) conv_inter() (in module pmrf.functions.math) convolve_interleaved() (in module pmrf.functions.math) copy() (pmrf.models.Model method) (pmrf.parameters.Parameter method) cross_ratio() (in module pmrf.functions.math)

D

D() (pmrf.fitting.results.AnestheticResults.NestedSamples method), [1] d() (pmrf.fitting.results.AnestheticResults.NestedSamples method), [1] d_G() (pmrf.fitting.results.AnestheticResults.NestedSamples method), [1] D_KL() (pmrf.fitting.results.AnestheticResults.NestedSamples method), [1] DatasheetCoaxial (class in pmrf.models.lines) db10_2_mag() (in module pmrf.functions.math) dB20() (in module pmrf.functions.math) db_2_mag() (in module pmrf.functions.math) db_2_magnitude() (in module pmrf.functions.math) db_2_np() (in module pmrf.functions.math) db_per_100feet_2_db_per_100meter() (in module pmrf.functions.math) dbdeg_2_reim() (in module pmrf.functions.math) dead_points() (pmrf.fitting.results.AnestheticResults.NestedSamples method), [1] decode_solver_results() (pmrf.fitting.FitResults class method), [1] (pmrf.fitting.results.AnestheticResults class method), [1] (pmrf.fitting.results.NumPyroResults class method), [1] (pmrf.fitting.results.ScipyMinimizeResults class method), [1]

DEFAULT_PARAM_NAMES (pmrf.models.Model attribute) DEFAULT_PARAMS (pmrf.models.Model attribute) degree_2_radian() (in module pmrf.functions.math) df (pmrf.frequency.Frequency property) df_scaled (pmrf.frequency.Frequency property) din (pmrf.models.lines.PhysicalCoaxial attribute) dirac_delta() (in module pmrf.functions.math) dlogX() (pmrf.fitting.results.AnestheticResults.NestedSamples method), [1] dout (pmrf.models.lines.PhysicalCoaxial attribute) dw (pmrf.frequency.Frequency property) dyPolychordFitter (class in pmrf.fitting.fitters), [1]

E

encode_solver_results() (pmrf.fitting.FitResults method), [1] (pmrf.fitting.results.AnestheticResults method), [1] (pmrf.fitting.results.NumPyroResults method), [1] (pmrf.fitting.results.ScipyMinimizeResults method), [1] epr (pmrf.models.lines.DatasheetCoaxial attribute) (pmrf.models.lines.PhysicalCoaxial attribute) epr_f() (pmrf.models.lines.PhysicalCoaxial method)

epr_model (pmrf.models.lines.PhysicalCoaxial attribute) epr_slope (pmrf.models.lines.DatasheetCoaxial attribute) eps_f() (pmrf.models.lines.PhysicalCoaxial method) evaluate_bernstein_basis() (in module pmrf.functions.math) evaluate_power_basis() (in module pmrf.functions.math) export_touchstone() (pmrf.models.Model method) extract_features() (in module pmrf)

F

f (pmrf.frequency.Frequency property) f_measured (pmrf.models.utility.Measured attribute) f_scaled (pmrf.frequency.Frequency property) feet_2_meter() (in module pmrf.functions.math) find_closest() (in module pmrf.functions.math) find_correct_sign() (in module pmrf.functions.math) first_model (pmrf.models.containers.Cascade property) FitResults (class in pmrf.fitting), [1] fitted_model (pmrf.fitting.FitResults attribute), [1] fix_z0_shape() (in module pmrf.functions.conversions) fixed (pmrf.parameters.Parameter attribute) flat_param_names() (pmrf.models.Model method)

flat_params() (pmrf.models.Model method) flatten() (pmrf.parameters.Parameter method) Flipped (class in pmrf.models.containers) flipped() (pmrf.models.Model method) freq_bounds (pmrf.models.lines.DatasheetCoaxial attribute) Frequency (class in pmrf.frequency) FrequentistFitter (class in pmrf.fitting), [1] FrequentistResults (class in pmrf.fitting), [1] from_f() (pmrf.frequency.Frequency class method) from_json() (pmrf.parameters.Parameter class method) from_ports (pmrf.models.containers.Flipped attribute) (pmrf.models.containers.Renumbered attribute) from_skrf() (pmrf.frequency.Frequency static method)

G

G (pmrf.models.lines.ConstantRLGCLine attribute) G_diel() (pmrf.models.lines.PhysicalCoaxial method) gamma (pmrf.models.lumped.Load property) (pmrf.models.lumped.Match property) (pmrf.models.lumped.Open property) (pmrf.models.lumped.Short property)

generate() (pmrf.distributions.maf.MAFDistribution class method) generate_features() (pmrf.sampling.BaseSampler method), [1] generate_models() (pmrf.sampling.BaseSampler method), [1] get_adapter() (in module pmrf.distributions.maf) gui() (pmrf.fitting.results.AnestheticResults.NestedSamples method), [1]

H

has_rsample (pmrf.distributions.maf.MAFDistribution attribute) (pmrf.distributions.parameter.JointParameterDistribution attribute)

I

icdf() (pmrf.distributions.maf.MAFDistribution method) (pmrf.distributions.parameter.JointParameterDistribution method) ideal (pmrf.models.nonideal.CLCResistor property) (pmrf.models.nonideal.NonIdealResistor property) importance_sample() (pmrf.fitting.results.AnestheticResults.NestedSamples method), [1] Inductor (class in pmrf.models.lumped) inf_to_num() (in module pmrf.functions.math) initial_model (pmrf.fitting.BaseFitter attribute) (pmrf.fitting.BayesianFitter attribute) (pmrf.fitting.FitResults attribute), [1] (pmrf.fitting.fitters.dyPolychordFitter attribute) (pmrf.fitting.fitters.NumPyroMCMCFitter attribute) (pmrf.fitting.fitters.PolychordFitter attribute) (pmrf.fitting.fitters.ScipyMinimizeFitter attribute) (pmrf.fitting.FrequentistFitter attribute)

inner_models (pmrf.models.containers.Cascade property) interpolated() (pmrf.models.lines.PhysicalCoaxial method)

J

JointParameterDistribution (class in pmrf.distributions.parameter)

K

k1 (pmrf.models.lines.DatasheetCoaxial attribute)

k2 (pmrf.models.lines.DatasheetCoaxial attribute)

L

L (pmrf.models.lines.ConstantRLGCLine attribute) (pmrf.models.lumped.Inductor attribute) (pmrf.models.topological.PiCLC attribute) L_prime() (pmrf.models.lines.PhysicalCoaxial method) L_skin() (pmrf.models.lines.PhysicalCoaxial method) last_model (pmrf.models.containers.Cascade property) LatinHypercubeSampler (class in pmrf.sampling.samplers), [1] length (pmrf.models.lines.RLGCLine attribute) live_points() (pmrf.fitting.results.AnestheticResults.NestedSamples method), [1] Load (class in pmrf.models.lumped)

load() (pmrf.distributions.maf.MAFDistribution class method) (pmrf.models.Model class method) load_hdf() (pmrf.fitting.FitResults class method), [1] log_prob() (pmrf.distributions.maf.MAFDistribution method) (pmrf.distributions.parameter.JointParameterDistribution method) logdX() (pmrf.fitting.results.AnestheticResults.NestedSamples method), [1] logL_P() (pmrf.fitting.results.AnestheticResults.NestedSamples method), [1] logw() (pmrf.fitting.results.AnestheticResults.NestedSamples method), [1] logX() (pmrf.fitting.results.AnestheticResults.NestedSamples method), [1] logZ() (pmrf.fitting.results.AnestheticResults.NestedSamples method), [1] loss_coeffs_normalized (pmrf.models.lines.DatasheetCoaxial attribute)

M

MAFDistribution (class in pmrf.distributions.maf) mag_2_db() (in module pmrf.functions.math) mag_2_db10() (in module pmrf.functions.math) magdeg_2_reim() (in module pmrf.functions.math) magnitude_2_db() (in module pmrf.functions.math) Match (class in pmrf.models.lumped) max (pmrf.distributions.maf.MAFDistribution property) (pmrf.parameters.Parameter property) (pmrf.parameters.ParameterGroup property) Measured (class in pmrf.models.utility) measured (pmrf.fitting.BaseFitter attribute) (pmrf.fitting.BayesianFitter attribute) (pmrf.fitting.FitResults attribute), [1] (pmrf.fitting.fitters.dyPolychordFitter attribute) (pmrf.fitting.fitters.NumPyroMCMCFitter attribute) (pmrf.fitting.fitters.PolychordFitter attribute) (pmrf.fitting.fitters.ScipyMinimizeFitter attribute) (pmrf.fitting.FrequentistFitter attribute) meter_2_feet() (in module pmrf.functions.math) min (pmrf.distributions.maf.MAFDistribution property) (pmrf.parameters.Parameter property) (pmrf.parameters.ParameterGroup property) Model (class in pmrf.models)

model (pmrf.models.containers.Renumbered attribute) (pmrf.sampling.BaseSampler attribute) (pmrf.sampling.samplers.LatinHypercubeSampler attribute) (pmrf.sampling.samplers.UniformSampler attribute) models (pmrf.models.containers.Cascade attribute) (pmrf.models.containers.Stacked attribute) module pmrf.distributions.maf pmrf.distributions.parameter pmrf.functions.conversions pmrf.functions.math pmrf.models.containers pmrf.models.lines pmrf.models.lumped pmrf.models.nonideal pmrf.models.topological pmrf.models.utility mu_f() (pmrf.models.lines.PhysicalCoaxial method) multiplier (pmrf.frequency.Frequency property) multiply_by() (in module pmrf.functions.math) multiply_every() (in module pmrf.functions.math) mur (pmrf.models.lines.PhysicalCoaxial attribute) mur_f() (pmrf.models.lines.PhysicalCoaxial method) mur_model (pmrf.models.lines.PhysicalCoaxial attribute)

N

name (pmrf.models.Model attribute) (pmrf.parameters.Parameter attribute) named_children() (pmrf.models.Model method) named_params() (pmrf.models.Model method) ndim (pmrf.parameters.Parameter property) neglect_skin_inductance (pmrf.models.lines.PhysicalCoaxial attribute) nested_samples (pmrf.fitting.results.AnestheticResults property), [1] neuman() (in module pmrf.functions.math) NonIdealResistor (class in pmrf.models.nonideal) np_2_db() (in module pmrf.functions.math) npoints (pmrf.frequency.Frequency property) nports (pmrf.models.lumped.Load attribute) (pmrf.models.Model property)

ns_output() (pmrf.fitting.results.AnestheticResults.NestedSamples method), [1] null() (in module pmrf.functions.math) num_flat_params (pmrf.models.Model property) (pmrf.parameters.ParameterGroup property) num_likelihood_params (pmrf.fitting.BayesianFitter property), [1] num_model_params (pmrf.fitting.BayesianFitter property), [1] num_params (pmrf.fitting.BayesianFitter property), [1] (pmrf.models.Model property) number_of_ports (pmrf.models.Model property) NumPyroMCMCFitter (class in pmrf.fitting.fitters), [1] NumPyroResults (class in pmrf.fitting.results), [1]

O

Open (class in pmrf.models.lumped)

P

param_groups() (pmrf.models.Model method) param_names (pmrf.parameters.ParameterGroup attribute) param_names() (pmrf.models.Model method) Parameter (class in pmrf.parameters) ParameterGroup (class in pmrf.parameters) parasitics (pmrf.models.nonideal.CLCResistor property) (pmrf.models.nonideal.NonIdealResistor property) partition() (pmrf.models.Model method) PhysicalCoaxial (class in pmrf.models.lines) PiCLC (class in pmrf.models.topological) pmrf.distributions.maf module pmrf.distributions.parameter module pmrf.functions.conversions module pmrf.functions.math module pmrf.models.containers module pmrf.models.lines module

pmrf.models.lumped module pmrf.models.nonideal module pmrf.models.topological module pmrf.models.utility module polar_2_rect() (in module pmrf.functions.math) PolychordFitter (class in pmrf.fitting.fitters), [1] port_tuples (pmrf.models.Model property) posterior_points() (pmrf.fitting.results.AnestheticResults.NestedSamples method), [1] primary() (pmrf.models.Model method) primary_function (pmrf.models.Model property) primary_property (pmrf.models.Model property) prior (pmrf.parameters.Parameter attribute) (pmrf.parameters.ParameterGroup attribute) prior() (pmrf.fitting.results.AnestheticResults.NestedSamples method), [1] (pmrf.models.Model method) prior_points() (pmrf.fitting.results.AnestheticResults.NestedSamples method), [1] prior_samples() (pmrf.fitting.results.AnestheticResults method), [1] prior_weights() (pmrf.fitting.results.AnestheticResults method), [1]

R

R (pmrf.models.lines.ConstantRLGCLine attribute) (pmrf.models.lumped.Resistor attribute) R_skin() (pmrf.models.lines.PhysicalCoaxial method) radian_2_degree() (in module pmrf.functions.math) range() (pmrf.sampling.BaseSampler method), [1] read_hdf() (pmrf.models.Model class method) recompute() (pmrf.fitting.results.AnestheticResults.NestedSamples method), [1] rect_2_polar() (in module pmrf.functions.math) renormalize_s() (in module pmrf.functions.conversions) renumber() (pmrf.models.containers.Renumbered method) Renumbered (class in pmrf.models.containers) reparametrized_params (pmrf.distributions.parameter.JointParameterDistribution attribute) res (pmrf.models.nonideal.CLCResistor attribute) Resistor (class in pmrf.models.lumped) rho (pmrf.models.lines.PhysicalCoaxial attribute) rho_f() (pmrf.models.lines.PhysicalCoaxial method)

rho_model (pmrf.models.lines.PhysicalCoaxial attribute) rhoin_f() (pmrf.models.lines.PhysicalCoaxial method) rhoout_f() (pmrf.models.lines.PhysicalCoaxial method) rlgc() (pmrf.models.lines.ConstantRLGCLine method) (pmrf.models.lines.DatasheetCoaxial method) (pmrf.models.lines.PhysicalCoaxial method) (pmrf.models.lines.RLGCLine method) RLGCLine (class in pmrf.models.lines) rms() (in module pmrf.functions.math) round_sig() (in module pmrf.functions.math) run() (pmrf.fitting.BaseFitter method), [1] (pmrf.fitting.fitters.BlackjaxNSFitter method) (pmrf.fitting.fitters.dyPolychordFitter method), [1] (pmrf.fitting.fitters.NumPyroMCMCFitter method), [1] (pmrf.fitting.fitters.PolychordFitter method), [1] (pmrf.fitting.fitters.ScipyMinimizeFitter method), [1]

S

s() (pmrf.models.containers.Cascade method) (pmrf.models.containers.Renumbered method) (pmrf.models.containers.Stacked method) (pmrf.models.lumped.Capacitor method) (pmrf.models.lumped.Inductor method) (pmrf.models.lumped.Load method) (pmrf.models.lumped.Resistor method) (pmrf.models.lumped.Transformer method) (pmrf.models.Model method) (pmrf.models.utility.Measured method) (pmrf.models.utility.SModel method) s2a() (in module pmrf.functions.conversions) s_measured (pmrf.models.utility.Measured attribute) sample() (pmrf.distributions.maf.MAFDistribution method) (pmrf.distributions.parameter.JointParameterDistribution method) samples() (pmrf.fitting.results.AnestheticResults method), [1] save() (pmrf.distributions.maf.MAFDistribution method) (pmrf.models.Model method) save_hdf() (pmrf.fitting.FitResults method), [1] scalar2Complex() (in module pmrf.functions.math) scale (pmrf.parameters.Parameter attribute) ScipyMinimizeFitter (class in pmrf.fitting.fitters), [1] ScipyMinimizeResults (class in pmrf.fitting.results), [1]

separate_rho (pmrf.models.lines.PhysicalCoaxial attribute) separator (pmrf.models.Model attribute) set_beta() (pmrf.fitting.results.AnestheticResults.NestedSamples method), [1] settings (pmrf.fitting.FitResults attribute), [1] Short (class in pmrf.models.lumped) SModel (class in pmrf.models.utility) solver_results (pmrf.fitting.FitResults attribute), [1] span (pmrf.frequency.Frequency property) span_scaled (pmrf.frequency.Frequency property) sqrt_known_sign() (in module pmrf.functions.math) sqrt_phase_unwrap() (in module pmrf.functions.math) Stacked (class in pmrf.models.containers) start (pmrf.frequency.Frequency property) start_scaled (pmrf.frequency.Frequency property) stats() (pmrf.fitting.results.AnestheticResults.NestedSamples method), [1] step (pmrf.frequency.Frequency property) step_scaled (pmrf.frequency.Frequency property) stop (pmrf.frequency.Frequency property) stop_scaled (pmrf.frequency.Frequency property) submodels() (pmrf.models.Model method) sum_every() (in module pmrf.functions.math) support (pmrf.distributions.maf.MAFDistribution attribute) support() (pmrf.distributions.parameter.JointParameterDistribution method)

T

tand (pmrf.models.lines.PhysicalCoaxial attribute) tand_f() (pmrf.models.lines.PhysicalCoaxial method) tand_model (pmrf.models.lines.PhysicalCoaxial attribute) terminated() (pmrf.models.Model method) to_json() (pmrf.parameters.Parameter method)

to_ports (pmrf.models.containers.Flipped attribute) (pmrf.models.containers.Renumbered attribute) to_skrf() (pmrf.frequency.Frequency method) (pmrf.models.Model method) Transformer (class in pmrf.models.lumped) truncate() (pmrf.fitting.results.AnestheticResults.NestedSamples method), [1]

U

UniformSampler (class in pmrf.sampling.samplers), [1]

unit (pmrf.frequency.Frequency property) unwrap_rad() (in module pmrf.functions.math)

V

value (pmrf.parameters.Parameter attribute)

W

w (pmrf.frequency.Frequency property) weights() (pmrf.fitting.results.AnestheticResults method), [1] with_fixed_params() (pmrf.models.Model method) with_flat_params() (pmrf.models.Model method) with_free_params() (pmrf.models.Model method) with_free_submodels() (pmrf.models.Model method)

with_param_groups() (pmrf.models.Model method) with_params() (pmrf.models.Model method) with_prior() (pmrf.parameters.Parameter method) with_replaced() (pmrf.models.Model method) with_value() (pmrf.parameters.Parameter method) wrap() (in module pmrf) write_hdf() (pmrf.models.Model method)

Z

z0 (pmrf.models.Model property)

Z_skin() (pmrf.models.lines.PhysicalCoaxial method) zn (pmrf.models.lines.DatasheetCoaxial attribute)