decoupler.summarize_acts

decoupler.summarize_acts(acts, groupby, obs=None, var=None, mode='mean', min_std=1.0)

Summarizes activities obtained per group by their mean or median.

Parameters:
actsAnnData or pd.DataFrame

Activities obtained after running a method.

groupbystr

Column name of obs to use for grouping.

obspd.DataFrame

None or a data-frame with sample meta-data.

varpd.DataFrame

None or a data-frame with feature meta-data.

modestr

Wheter to use mean or median to summarize.

min_stdfloat

Minimum std to filter out features.

Returns:
Data-frame with summaried actvities per group.