Module Import alias Import alias ImportFrom alias alias ImportFrom alias ImportFrom alias ImportFrom alias ImportFrom alias ImportFrom alias ImportFrom alias ImportFrom alias FunctionDef arguments args NameParam NameParam defaults body Assign AttributeStore NameLoad attr ListComp Call AttributeLoad AttributeLoad NameLoad attr attr SubscriptLoad NameLoad Index Str comprehension NameStore SubscriptLoad Call AttributeLoad AttributeLoad NameLoad attr attr keyword BinOpMod Str NameLoad Index Str decorator_list FunctionDef arguments args NameParam NameParam defaults body Assign AttributeStore NameLoad attr Call NameLoad Call NameLoad NameLoad decorator_list FunctionDef arguments args NameParam defaults body Assign AttributeStore NameLoad attr Call NameLoad AttributeLoad NameLoad attr decorator_list FunctionDef arguments args NameParam NameParam defaults NameLoad body If CompareIs NameLoad NameLoad body Assign NameStore Str Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign AttributeStore NameLoad attr Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad keyword Str decorator_list FunctionDef arguments args NameParam NameParam defaults NameLoad body If CompareIs NameLoad NameLoad body Assign NameStore Str Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign AttributeStore NameLoad attr Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad keyword NameLoad decorator_list FunctionDef arguments args NameParam NameParam defaults NameLoad body If CompareIs NameLoad NameLoad body Assign NameStore Str Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign AttributeStore NameLoad attr Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad decorator_list FunctionDef arguments args NameParam NameParam defaults NameLoad body If CompareIs NameLoad NameLoad body Assign NameStore Str Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign AttributeStore NameLoad attr Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad keyword NameLoad decorator_list FunctionDef arguments args NameParam NameParam defaults NameLoad body If CompareIs NameLoad NameLoad body Assign NameStore Str Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign AttributeStore NameLoad attr SubscriptLoad SubscriptLoad AttributeLoad SubscriptLoad Call AttributeLoad AttributeLoad NameLoad attr attr ListLoad NameLoad keyword NameLoad keyword NameLoad Index Num attr Index Num Index Str decorator_list FunctionDef arguments args NameParam NameParam defaults NameLoad body If CompareIs NameLoad NameLoad body Assign NameStore Str Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign AttributeStore NameLoad attr Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad keyword Num keyword NameLoad decorator_list FunctionDef arguments args NameParam defaults body Assign AttributeStore NameLoad attr Call NameLoad AttributeLoad NameLoad attr decorator_list FunctionDef arguments args NameParam NameParam defaults NameLoad body If CompareIs NameLoad NameLoad body Assign NameStore Str Assign NameStore Call AttributeLoad NameLoad attr NameLoad For TupleStore NameStore NameStore Call AttributeLoad NameLoad attr body If CompareEq NameLoad Str body Delete SubscriptDel NameLoad Index NameLoad Assign AttributeStore NameLoad attr Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad decorator_list FunctionDef arguments args NameParam NameParam NameParam defaults body Expr Call NameLoad SubscriptLoad AttributeLoad NameLoad attr Index Str NameLoad Expr Call NameLoad SubscriptLoad AttributeLoad NameLoad attr Index Str NameLoad decorator_list FunctionDef arguments args NameParam defaults body Assign AttributeStore NameLoad attr Call NameLoad SubscriptLoad AttributeLoad NameLoad attr Index Str decorator_list FunctionDef arguments args NameParam NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign AttributeStore NameLoad attr Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad keyword NameLoad decorator_list FunctionDef arguments args NameParam NameParam defaults body If CompareEq Call NameLoad Call NameLoad AttributeLoad NameLoad attr Num Call NameLoad Call NameLoad Call NameLoad NameLoad Num body Assert NameLoad orelse Assert NameLoad BinOpMod Str TupleLoad Call NameLoad Call NameLoad AttributeLoad NameLoad attr Num Call NameLoad Call NameLoad NameLoad Num decorator_list FunctionDef arguments args NameParam NameParam defaults NameLoad body If CompareIs NameLoad NameLoad body Assign NameStore Str Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign AttributeStore NameLoad attr Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad keyword NameLoad keyword Num decorator_list FunctionDef arguments args NameParam NameParam defaults NameLoad body If CompareIs NameLoad NameLoad body Assign NameStore Str Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign AttributeStore NameLoad attr Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad decorator_list FunctionDef arguments args NameParam NameParam defaults NameLoad body If CompareIs NameLoad NameLoad body Assign NameStore Str Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign AttributeStore NameLoad attr Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad keyword NameLoad decorator_list FunctionDef arguments args NameParam NameParam defaults body If CompareIs NameLoad NameLoad body Assign NameStore Str Assign NameStore Call AttributeLoad NameLoad attr NameLoad For NameStore Call NameLoad Call NameLoad NameLoad body Assign NameStore SubscriptLoad AttributeLoad NameLoad attr Index NameLoad For NameStore AttributeLoad NameLoad attr body If CompareNotEq SubscriptLoad NameLoad Index Str SubscriptLoad NameLoad Index NameLoad body Assert NameLoad BinOpMod Str TupleLoad SubscriptLoad NameLoad Index NameLoad SubscriptLoad NameLoad Index Str Break If CompareEq NameLoad Call NameLoad NameLoad body Assert NameLoad decorator_list FunctionDef arguments args NameParam NameParam defaults body Assign NameStore AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr NameLoad If CompareEq NameLoad NameLoad body Assert NameLoad orelse Assert NameLoad BinOpMod Str TupleLoad NameLoad NameLoad decorator_list FunctionDef arguments args NameParam NameParam defaults body If BoolOpOr Call NameLoad AttributeLoad NameLoad attr NameLoad Call NameLoad AttributeLoad NameLoad attr NameLoad body Assign NameStore SubscriptLoad AttributeLoad NameLoad attr Index Num orelse Assign NameStore SubscriptLoad AttributeLoad NameLoad attr Index Str Assign NameStore Call NameLoad Call NameLoad NameLoad Num Assign NameStore Call NameLoad Call NameLoad NameLoad Num If CompareEq NameLoad NameLoad body Assert NameLoad orelse Assert NameLoad BinOpMod Str TupleLoad NameLoad NameLoad decorator_list FunctionDef arguments args NameParam NameParam defaults body If BoolOpOr Call NameLoad AttributeLoad NameLoad attr NameLoad Call NameLoad AttributeLoad NameLoad attr NameLoad body Assign NameStore SubscriptLoad AttributeLoad NameLoad attr Index Num orelse If Call NameLoad AttributeLoad NameLoad attr NameLoad body Assign NameStore SubscriptLoad AttributeLoad NameLoad attr Index Str orelse Assign NameStore AttributeLoad NameLoad attr TryExcept body Assign NameStore AttributeLoad NameLoad attr If UnaryOpNot Call NameLoad AttributeLoad NameLoad attr NameLoad body If Call NameLoad NameLoad NameLoad body Assign NameStore SubscriptLoad AttributeLoad NameLoad attr Index Num If AttributeLoad AttributeLoad NameLoad attr attr body Assign NameStore Call NameLoad Call NameLoad NameLoad Num Assign NameStore Call NameLoad Call NameLoad NameLoad Num handlers ExceptHandler type NameLoad body Assign NameStore SubscriptLoad AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr Index Num If AttributeLoad AttributeLoad NameLoad attr attr body Assign NameStore Call NameLoad Call NameLoad NameLoad Num Assign NameStore Call NameLoad Call NameLoad NameLoad Num If CompareEq NameLoad NameLoad body Assert NameLoad orelse Assert NameLoad BinOpMod Str TupleLoad NameLoad NameLoad decorator_list FunctionDef arguments args NameParam NameParam defaults body Assign NameStore Call NameLoad Call NameLoad NameLoad Num Assign NameStore SubscriptLoad AttributeLoad NameLoad attr Index Str decorator_list FunctionDef arguments args NameParam defaults body Assign AttributeStore NameLoad attr Call NameLoad AttributeLoad NameLoad attr decorator_list FunctionDef arguments args NameParam NameParam NameParam defaults body If BoolOpAnd CompareGt Call NameLoad NameLoad Num UnaryOpNot Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad body Expr Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call NameLoad NameLoad Assert Call NameLoad NameLoad NameLoad Expr Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad NameLoad decorator_list FunctionDef arguments args NameParam NameParam defaults body Assign AttributeStore NameLoad attr Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad decorator_list FunctionDef arguments args NameParam NameParam defaults body Assign NameStore Call NameLoad NameLoad For NameStore Call NameLoad Call NameLoad AttributeLoad NameLoad attr body Assign NameStore Call AttributeLoad SubscriptLoad AttributeLoad NameLoad attr Index NameLoad attr Expr Call NameLoad NameLoad SubscriptLoad NameLoad Index NameLoad decorator_list FunctionDef arguments args NameParam NameParam defaults body Assign NameStore Call NameLoad NameLoad For NameStore Call NameLoad Call NameLoad AttributeLoad NameLoad attr body Assign NameStore Call AttributeLoad SubscriptLoad AttributeLoad NameLoad attr Index NameLoad attr Num Assert CompareEq NameLoad SubscriptLoad NameLoad Index NameLoad decorator_list FunctionDef arguments args NameParam defaults body Assign AttributeStore NameLoad attr Call NameLoad AttributeLoad NameLoad attr decorator_list
N/A N/A json N/A os world world res_filename bigml.model Model bigml.logistic LogisticRegression bigml.cluster Cluster bigml.anomaly Anomaly bigml.multimodel MultiModel bigml.multivote MultiVote create_prediction_steps check_prediction i_retrieve_a_list_of_remote_models N/A N/A step tag N/A N/A N/A N/A world list_of_models N/A N/A N/A N/A world api get_model N/A model N/A resource N/A model N/A N/A N/A N/A world api list_models query_string N/A tags__in=%s tag N/A objects N/A i_create_a_local_model_from_file N/A N/A step model_file N/A N/A N/A N/A world local_model N/A Model N/A res_filename model_file N/A i_create_a_local_model N/A N/A step N/A N/A N/A N/A world local_model N/A Model N/A world model N/A i_create_a_multiple_local_prediction N/A N/A step data N/A None N/A N/A N/A data None N/A N/A data {} N/A data N/A N/A json loads data N/A N/A world local_prediction N/A N/A N/A world local_model predict data multiple all N/A i_create_a_local_prediction_with_confidence N/A N/A step data N/A None N/A N/A N/A data None N/A N/A data {} N/A data N/A N/A json loads data N/A N/A world local_prediction N/A N/A N/A world local_model predict data add_confidence True N/A i_create_a_local_prediction N/A N/A step data N/A None N/A N/A N/A data None N/A N/A data {} N/A data N/A N/A json loads data N/A N/A world local_prediction N/A N/A N/A world local_model predict data N/A i_create_a_local_median_prediction N/A N/A step data N/A None N/A N/A N/A data None N/A N/A data {} N/A data N/A N/A json loads data N/A N/A world local_prediction N/A N/A N/A world local_model predict data median True N/A i_create_a_local_mm_median_batch_prediction N/A N/A self data N/A None N/A N/A N/A data None N/A N/A data {} N/A data N/A N/A json loads data N/A N/A world local_prediction N/A N/A N/A N/A N/A N/A N/A world local_model batch_predict N/A data to_file False use_median True N/A 0 predictions N/A 0 N/A prediction N/A i_create_a_local_proportional_median_prediction N/A N/A step data N/A None N/A N/A N/A data None N/A N/A data {} N/A data N/A N/A json loads data N/A N/A world local_prediction N/A N/A N/A world local_model predict data missing_strategy 1 median True N/A i_create_a_local_cluster N/A N/A step N/A N/A N/A N/A world local_cluster N/A Cluster N/A world cluster N/A i_create_a_local_centroid N/A N/A step data N/A None N/A N/A N/A data None N/A N/A data {} N/A data N/A N/A json loads data N/A N/A key value N/A N/A data items N/A N/A N/A value N/A N/A N/A data N/A key N/A N/A world local_centroid N/A N/A N/A world local_cluster centroid data N/A the_local_centroid_is N/A N/A step centroid distance N/A N/A N/A N/A check_prediction N/A N/A world local_centroid N/A centroid_name centroid N/A N/A check_prediction N/A N/A world local_centroid N/A distance distance N/A i_create_a_local_anomaly N/A N/A step N/A N/A N/A N/A world local_anomaly N/A Anomaly N/A N/A world anomaly N/A resource N/A i_create_a_local_anomaly_score N/A N/A step input_data N/A N/A N/A input_data N/A N/A json loads input_data N/A N/A world local_anomaly_score N/A N/A N/A world local_anomaly anomaly_score input_data by_name False N/A the_local_anomaly_score_is N/A N/A step score N/A N/A N/A N/A N/A str N/A round N/A world local_anomaly_score 2 N/A str N/A round N/A float score 2 N/A N/A True N/A N/A False N/A Found: %s, expected: %s N/A N/A str N/A round N/A world local_anomaly_score 2 N/A round N/A float score 2 N/A i_create_a_proportional_local_prediction N/A N/A step data N/A None N/A N/A N/A data None N/A N/A data {} N/A data N/A N/A json loads data N/A N/A world local_prediction N/A N/A N/A world local_model predict data with_confidence True missing_strategy 1 N/A i_create_a_prediction_from_a_multi_model N/A N/A step data N/A None N/A N/A N/A data None N/A N/A data {} N/A data N/A N/A json loads data N/A N/A world local_prediction N/A N/A N/A world local_model predict data N/A i_create_a_batch_prediction_from_a_multi_model N/A N/A step data N/A None N/A N/A N/A data None N/A N/A data [{}] N/A data N/A N/A json loads data N/A N/A world local_prediction N/A N/A N/A world local_model batch_predict data to_file False N/A the_batch_mm_predictions_are N/A N/A step predictions N/A N/A N/A N/A predictions None N/A N/A predictions [{}] N/A predictions N/A N/A json loads predictions N/A i N/A range N/A len predictions N/A N/A multivote N/A N/A world local_prediction N/A i N/A prediction N/A multivote predictions N/A N/A N/A N/A prediction N/A prediction N/A predictions N/A i N/A N/A False N/A Prediction: %s, expected: %s N/A N/A predictions N/A i N/A prediction N/A prediction N/A N/A N/A i N/A len predictions N/A N/A True N/A the_multiple_local_prediction_is N/A N/A step prediction N/A N/A N/A local_prediction N/A world local_prediction N/A prediction N/A N/A json loads prediction N/A N/A local_prediction prediction N/A N/A True N/A N/A False N/A found: %s, expected %s N/A local_prediction prediction N/A the_local_prediction_confidence_is N/A N/A step confidence N/A N/A N/A N/A N/A isinstance N/A world local_prediction list N/A isinstance N/A world local_prediction tuple N/A N/A local_confidence N/A N/A world local_prediction N/A 1 N/A N/A local_confidence N/A N/A world local_prediction N/A confidence N/A local_confidence N/A round N/A float local_confidence 4 N/A confidence N/A round N/A float confidence 4 N/A N/A local_confidence confidence N/A N/A True N/A N/A False N/A found: %s, expected %s N/A local_confidence confidence N/A the_local_prediction_is N/A N/A step prediction N/A N/A N/A N/A N/A isinstance N/A world local_prediction list N/A isinstance N/A world local_prediction tuple N/A N/A local_prediction N/A N/A world local_prediction N/A 0 N/A N/A N/A isinstance N/A world local_prediction dict N/A N/A local_prediction N/A N/A world local_prediction N/A prediction N/A N/A local_prediction N/A world local_prediction N/A N/A N/A local_model N/A world local_model N/A N/A N/A isinstance N/A world local_model LogisticRegression N/A N/A N/A isinstance local_model MultiModel N/A N/A local_model N/A N/A local_model models N/A 0 N/A N/A N/A local_model tree regression N/A N/A local_prediction N/A round N/A float local_prediction 4 N/A prediction N/A round N/A float prediction 4 N/A N/A N/A AttributeError N/A N/A local_model N/A N/A N/A N/A world local_ensemble multi_model models N/A 0 N/A N/A N/A local_model tree regression N/A N/A local_prediction N/A round N/A float local_prediction 4 N/A prediction N/A round N/A float prediction 4 N/A N/A local_prediction prediction N/A N/A True N/A N/A False N/A found: %s, expected %s N/A local_prediction prediction N/A the_local_probability_is N/A N/A step probability N/A N/A N/A probability N/A round N/A float probability 4 N/A local_probability N/A N/A world local_prediction N/A probability N/A i_create_a_local_multi_model N/A N/A step N/A N/A N/A N/A world local_model N/A MultiModel N/A world list_of_models N/A i_create_a_batch_prediction N/A N/A step input_data_list directory N/A N/A N/A N/A N/A N/A len directory 0 N/A N/A N/A N/A os path exists directory N/A N/A N/A N/A os makedirs directory N/A input_data_list N/A eval input_data_list N/A N/A isinstance input_data_list list N/A N/A N/A N/A world local_model batch_predict input_data_list directory N/A i_combine_the_votes N/A N/A step directory N/A N/A N/A N/A world votes N/A N/A N/A world local_model batch_votes directory N/A the_plurality_combined_prediction N/A N/A step predictions N/A N/A N/A predictions N/A eval predictions N/A i N/A range N/A len N/A world votes N/A N/A combined_prediction N/A N/A N/A N/A world votes N/A i combine N/A N/A check_prediction combined_prediction N/A predictions N/A i N/A the_confidence_weighted_prediction N/A N/A step predictions N/A N/A N/A predictions N/A eval predictions N/A i N/A range N/A len N/A world votes N/A N/A combined_prediction N/A N/A N/A N/A world votes N/A i combine 1 N/A N/A combined_prediction N/A predictions N/A i N/A i_create_a_local_logistic_model N/A N/A step N/A N/A N/A N/A world local_model N/A LogisticRegression N/A world logistic_regression N/A