Clustering
API reference for sovai.extensions.clustering
Functions
pandas_to_array()
pandas_to_array()def pandas_to_array(df_accounting, days = None, features_select = None)calculate_number_of_clusters()
calculate_number_of_clusters()def calculate_number_of_clusters(n_tickers)hash_dataframe()
hash_dataframe()def hash_dataframe(df)segment_series_cached()
segment_series_cached()def segment_series_cached(df_hash, features_select_hash)segment_series()
segment_series()cluster()
cluster()calculate_mean_last_6_months()
calculate_mean_last_6_months()cluster_summary()
cluster_summary()feature_cent()
feature_cent()vizualisation_cluster()
vizualisation_cluster()vizualisation_scatter()
vizualisation_scatter()vizualisation_animation()
vizualisation_animation()Last updated