Datasets#

Functions to load and write datasets.

load_airline()

Load the airline univariate time series dataset [1].

load_arrow_head([split, return_X_y, return_type])

Load the ArrowHead time series classification problem and returns X and y.

load_gunpoint([split, return_X_y])

Load the GunPoint time series classification problem and returns X and y.

load_osuleaf([split, return_X_y])

Load the OSULeaf time series classification problem and returns X and y.

load_italy_power_demand([split, return_X_y])

Load ItalyPowerDemand time series classification problem.

load_basic_motions([split, return_X_y, …])

Load the BasicMotions time series classification problem and returns X and y.

load_japanese_vowels([split, return_X_y])

Load the JapaneseVowels time series classification problem.

load_shampoo_sales()

Load the shampoo sales univariate time series dataset for forecasting.

load_longley([y_name])

Load the Longley dataset for forecasting with exogenous variables.

load_lynx()

Load the lynx univariate time series dataset for forecasting.

load_acsf1([split, return_X_y])

Load dataset on power consumption of typical appliances.

load_uschange([y_name])

Load MTS dataset for forecasting Growth rates of personal consumption and income.

load_UCR_UEA_dataset(name[, split, …])

Load dataset from UCR UEA time series archive.

load_macroeconomic()

Load the US Macroeconomic Data [R7ccb796becb7-1].

load_solar([start, end, normalise, …])

Get national solar estimates for GB from Sheffield Solar PV_Live API.