Datasets¶
The package provides easy access to many time series datasets.
Dataset Name |
API |
Description |
---|---|---|
UCR Dataset |
tsgm.utils.UCRDataManager |
|
Mauna Loa |
tsgm.utils.get_mauna_loa() |
|
EEG & Eye state |
tsgm.utils.get_eeg() |
|
Power consumption dataset |
tsgm.utils.get_power_consumption() |
https://archive.ics.uci.edu/ml/datasets/individual+household+electric+power+consumption |
Stock data |
tsgm.utils.get_stock_data(ticker_name) |
Gets historical stock data from YFinance |
COVID-19 over the US |
tsgm.utils.get_stock_data(ticker_name) |
|
Energy Data (UCI) |
tsgm.utils.get_energy_data |
https://archive.ics.uci.edu/ml/datasets/Appliances+energy+prediction |
MNIST as time series |
tsgm.utils.get_mnist_data |
|
Samples from GPs |
tsgm.utils.get_gp_samples_data |
|
Physionet 2012 |
tsgm.utils.get_physionet2012 |