plexus.scores.core.ScoreData module

class plexus.scores.core.ScoreData.ScoreData

Bases: object

analyze_dataset()

Analyze the loaded dataset and display various summaries and breakdowns.

load_data(*, data=None, excel=None, fresh=False)

Load the specified data from the training data lake, with caching, into a combined DataFrame in the class instance.

Parameters

datadict, optional

Dictionary of data to load from the training data lake.

excelstr, optional

Path to an Excel file to load data from.

process_data()

Handle any pre-processing of the training data, including the training/validation splits.