Datasets¶
The library currently hosts 14 datasets spanning 8 domains. Those datasets were collected from various time series imputation works in recent years. The datasets are stored in ./imputegap/datasets and are represented using a numpy.ndarray structure.
Note
The datasets follow this format:
Columns are the series/features, separator: empty space
Rows are the timestamps’ values, separator: newline
Missing values are marked as NaNs
Weather
Air Quality
Water Quality
Neuroscience
IoT Sensing
Sports
Energy
Finance