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yohou.datasets

Time series forecasting datasets and fetchers.

Functions

Name Description
clear_data_home Delete all the content of the data home cache.
fetch_air_quality_classification Fetch a categorical air quality dataset derived from KDD Cup 2018.
fetch_demand_classification Fetch a categorical electricity demand dataset from Monash/Zenodo.
fetch_dominick Fetch the Dominick dataset from Monash/Zenodo.
fetch_electricity_demand Fetch the Australian Electricity Demand dataset from Monash/Zenodo.
fetch_hospital Fetch the Hospital dataset from Monash/Zenodo.
fetch_kdd_cup Fetch the KDD Cup 2018 air quality dataset from Monash/Zenodo.
fetch_pedestrian_counts Fetch the Melbourne Pedestrian Counts dataset from Monash/Zenodo.
fetch_sunspot Fetch the Sunspot dataset (without missing values) from Monash/Zenodo.
fetch_tourism_monthly Fetch the Tourism Monthly dataset from Monash/Zenodo.
fetch_tourism_quarterly Fetch the Tourism Quarterly dataset from Monash/Zenodo.
get_data_home Return the path of the yohou data directory.
make_exogenous_classification Generate a synthetic classification dataset with exogenous features.
make_exogenous_regression Generate a synthetic regression dataset with exogenous features.