data

Utilities for time series dataset construction and preprocessing.

This subpackage provides dataset classes, normalization and encoding utilities, and batching tools required to transform raw time series data into model-ready PyTorch datasets.

Modules

_tslib_data_module	Experimental data module for integrating tslib time series deep learning library.
data_module
encoders	Encoders for encoding categorical variables and scaling continuous data.
examples	Example datasets for tutorials and testing.
samplers	Samplers for sampling time series from the TimeSeriesDataSet
tests	Tests for data modules and dataloaders in pytorch_forecasting.data package.
timeseries	Data loaders for time series data.