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, return_type])	Load the GunPoint time series classification problem and returns X and y.
load_osuleaf([split, return_X_y, return_type])	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, return_type])	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.