tsdb 0.0.3

TSDB (Time Series DataBase)

Time-Series Database

This repository lists and stores open-source time-series datasets.

❖ Usage Example

Install from PyPI:

pip install tsdb

or install from source code:

pip install https://github.com/WenjieDu/Time_Series_Database/archive/master.zip

import tsdb
tsdb.list_available_datasets()  # list all available datasets in TSDB
data = tsdb.load_specific_dataset('physionet_2012')  # select the dataset you need and load it, TSDB will download, extract, and process it automatically
tsdb.download_and_extract('physionet_2012', 'save it here')  # if you only need the raw data, use download_and_extract() 
tsdb.list_cached_data()  # datasets you loaded are cached. You can check them with list_cached_data().
tsdb.delete_cached_data()  # and you can delete all cache with delete_cached_data()

That's all. Simple and efficient. Enjoy it! 😃

❖ List of Available Datasets

Name	Main Tasks
PhysioNet Challenge 2012	Classification, Forecasting, Imputation
Beijing Multi-Site Air-Quality	Forecasting, Imputation
Electricity Load Diagrams	Forecasting, Imputation
All UCR & UEA Datasets	Classification