iVAE.utils.get_dfs

iVAE.utils.get_dfs(mode, agent_list)

Aggregate and summarize scores from multiple agent runs.

Parameters:

• mode (str) – Aggregation mode, either ‘mean’ or ‘std’.

• agent_list (list) – List of trained agent objects with score histories.

Returns:

Generator yielding DataFrames with aggregated scores. Columns are: ARI, NMI, ASW, C_H, D_B, P_C.

Return type:

generator