skarf.covariance.create_spi_from_config

skarf.covariance.create_spi_from_config(module_name: str, fcn: str, params: dict[str, Any] | None = None) → SPI

Create an SPI by its module name and function (with params).

Parameters:

module_namestr

Name of the module where the SPI is defined, relative to pyspi. E.g. '.statistics.basic'.

fcnstr

PySPI function name (i.e. class name), e.g. 'Covariance'.

paramsdict of str -> value

Parameters passed through to the PySPI SPI fcn, e.g. {'estimator': 'EmpiricalCovariance', 'squared': True}.

Returns:

spifunSPI object.

Initialized SPI object.

See also

load_spi_config_map

Load the SPI config map of SPI identifiers to config dicts.