Time Series Data Engineering
| Packages | Description | Downloads (pypi) |
|---|---|---|
| TimeSynth | TimeSynth is an open source library for generating synthetic time series for model testing. The library can generate regular and irregular time series. | |
| Deepecho | DeepEcho is a Synthetic Data Generation Python library for mixed-type, multivariate time series. | |
| Torchtime | Torchtime provides PyTorch data sets for supervised time series classification and prediction problems. | |
| Tsaug | Tsaug is a Python package for time series data augmentation. It offers a set of augmentation methods for time series, as well as a simple API to connect multiple augmenters into a pipeline. | |
| Tsdb | TSDB provides all-in-one-stop convenience for downloading and loading open-source time-series datasets. | |
| Tsdownsample | Tsdownsample is a Python package for fast time series downsampling. |