xailib.data_loaders.dataframe_loader

DataFrame loading and preparation utilities for XAI-Lib.

This module provides utilities for loading and preparing pandas DataFrames for use with XAI-Lib tabular data explainers.

Functions:

prepare_dataframe: Prepare a DataFrame for use with explainers.

Example

>>> from xailib.data_loaders.dataframe_loader import prepare_dataframe
>>>
>>> df, feature_names, class_values, numeric_columns, \
...     rdf, real_feature_names, features_map = prepare_dataframe(df, 'target')

Functions

prepare_dataframe(df,Β class_field)

Prepare a pandas DataFrame for use with XAI-Lib explainers.