Datasets

Details of ETNA TSDataset

See the API documentation for further details on TSDataset:

etna.datasets.hierarchical_structure.HierarchicalStructure(...)

Represents hierarchical structure of TSDataset.

etna.datasets.tsdataset.TSDataset(df, freq)

TSDataset is the main class to handle your time series data.

etna.datasets.utils.duplicate_data(df, segments)

Duplicate dataframe for all the segments.

etna.datasets.datasets_generation.generate_ar_df(...)

Create DataFrame with AR process data.

etna.datasets.datasets_generation.generate_const_df(...)

Create DataFrame with const data.

etna.datasets.datasets_generation.generate_from_patterns_df(...)

Create DataFrame from patterns.

etna.datasets.datasets_generation.generate_hierarchical_df(...)

Create DataFrame with hierarchical structure and AR process data.

etna.datasets.datasets_generation.generate_periodic_df(...)

Create DataFrame with periodic data.

etna.datasets.utils.set_columns_wide(...[, ...])

Set columns in a left dataframe with values from the right dataframe.