Collections of utility functions to download open-source data sets.
Project description
loadmydata
Utility functions for loading data sets (Python 3.7++)
The list of available data sets currently includes:
- the UEA/UCR repository.
This package relies on requests, tqdm, yarl (for the download), scipy and pandas (data container).
UEA/UCR time series classification repository
The list of available data sets from UEA/UCR repository is available here.
Install
Use pip to install.
pip install loadmydata
Usage
from loadmydata.load_uea_ucr import load_uea_ucr_data
dataset_name = "ArrowHead" # "AbnormalHeartbeat", "ACSF1", etc.
data = load_uea_ucr_data(dataset_name)
print(data.description)
print(data.X_train.shape)
print(data.X_test.shape)
print(data.y_train.shape)
print(data.y_test.shape)
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