tirank.SCSTpreprocess.calculate_populations_meanRank

tirank.SCSTpreprocess.calculate_populations_meanRank(input_data, category)[source]

Calculates the mean feature values for each cell subpopulation (category).

Parameters:

input_data (pd.DataFrame) – Input DataFrame (samples x features).
category (pd.Series) – A Series indicating the category (e.g., cluster) of each sample. Must share the same index as input_data.

Returns:

A DataFrame where rows are categories and columns: are the mean of features for that category.

Return type:

pd.DataFrame