interpolate

interpolate(resampled: Union[jax.Array, numpy.ndarray, numpy.bool_, numpy.number, bool, int, float, complex], sampled: Union[jax.Array, numpy.ndarray, numpy.bool_, numpy.number, bool, int, float, complex], s_parameters: Union[jax.Array, numpy.ndarray, numpy.bool_, numpy.number, bool, int, float, complex]) → jax.Array

Returns the result of a cubic interpolation for a given frequency range.

Deprecated since version 0.7.0: interpolate will be removed in simphony 0.8.0, it is replaced by resample.

Parameters

• output_freq (ArrayLike) – The desired frequency range for a given input to be interpolated to.

• input_freq (ArrayLike) – A frequency array, indexed matching the given s_parameters.

• s_parameters (ArrayLike) – S-parameters for each frequency given in input_freq.

Returns

result – The values of the interpolated function (fitted to the input s-parameters) evaluated at the output_freq frequencies.

Return type

Array

Deprecated since version 0.7.0: This will be removed in 0.8.0. Use the resample function instead