gigl.src.post_process.utils.calculate_cosine_similarity_stats

gigl.src.post_process.utils.cosine_similarity.calculate_cosine_similarity_stats(cosine_sim_df: DataFrame) → DataFrame

Calculates statistics of cosine similarity Args: pd.DataFrame: with columns: {DEFAULT_NODE_ID_FIELD, _emb_1, _emb_2, COSINE_SIM_FIELD} Returns:

pd.DataFrame: with columns: {count, mean, std, min, 1%, 5%, 25%, 50%, 75%, 95%, 99%, max, dtype}