Index

_

__init__() (diviner.data.base_group_generator.BaseGroupGenerator method) (diviner.data.pandas_group_generator.PandasGroupGenerator method)

__weakref__ (diviner.data.base_group_generator.BaseGroupGenerator attribute) _get_df_with_master_key_column() (diviner.data.pandas_group_generator.PandasGroupGenerator method)

B

BaseGroupGenerator (class in diviner.data.base_group_generator)

C

calculate_acf() (diviner.PmdarimaAnalyzer method) calculate_is_constant() (diviner.PmdarimaAnalyzer method) calculate_ndiffs() (diviner.PmdarimaAnalyzer method) calculate_nsdiffs() (diviner.PmdarimaAnalyzer method)

calculate_pacf() (diviner.PmdarimaAnalyzer method) calculate_performance_metrics() (diviner.GroupedProphet method) cross_validate() (diviner.GroupedPmdarima method) (diviner.GroupedProphet method) cross_validate_and_score() (diviner.GroupedProphet method)

D

decompose_groups() (diviner.PmdarimaAnalyzer method)

diviner.data.base_group_generator module

E

extract_model_params() (diviner.GroupedProphet method)

F

fit() (diviner.GroupedPmdarima method) (diviner.GroupedProphet method)

forecast() (diviner.GroupedProphet method)

G

generate_diff() (diviner.PmdarimaAnalyzer method) generate_diff_inversion() (diviner.PmdarimaAnalyzer static method) generate_prediction_groups() (diviner.data.base_group_generator.BaseGroupGenerator method) (diviner.data.pandas_group_generator.PandasGroupGenerator method) generate_processing_groups() (diviner.data.base_group_generator.BaseGroupGenerator method) (diviner.data.pandas_group_generator.PandasGroupGenerator method)

get_metrics() (diviner.GroupedPmdarima method) get_model_params() (diviner.GroupedPmdarima method) GroupedPmdarima (class in diviner) GroupedProphet (class in diviner)

L

load() (diviner.GroupedPmdarima class method) (diviner.GroupedProphet class method)

M

module diviner.data.base_group_generator

P

PandasGroupGenerator (class in diviner.data.pandas_group_generator) PmdarimaAnalyzer (class in diviner) predict() (diviner.GroupedPmdarima method) (diviner.GroupedProphet method)

predict_groups() (diviner.GroupedPmdarima method) (diviner.GroupedProphet method)

S

save() (diviner.GroupedPmdarima method) (diviner.GroupedProphet method)