paradance.pipeline.ClassicalPipeline

class paradance.pipeline.ClassicalPipeline(dataframe: DataFrame | None = None, config_path: str | None = None, n_trials: int = 200)

Implements a classical pipeline for calculations.

This class extends BasePipeline to implement a pipeline specifically designed for classical calculations. It initializes the pipeline based on a configuration path and number of trials, loads a calculator based on the configuration, and shows the results of the calculations.

__init__(dataframe: DataFrame | None = None, config_path: str | None = None, n_trials: int = 200) → None

Initializes the classical pipeline.

Parameters:

• config_path – The path to the configuration file, optional.

• n_trials – The number of trials to run, defaults to 200.

Methods

__init__([dataframe, config_path, n_trials])	Initializes the classical pipeline.
run()	Run the main execution flow of the pipeline.
show_results()	Displays the results of the calculation.

show_results() → None

Displays the results of the calculation.

Logs information about the selected columns, first order weights, and power weights based on the calculations performed.