A flexible and modular time-point feature extraction toolkit for sensor time series.
Project description
tpfeat
tpfeat is a lightweight, modular framework for extracting custom features from sliding time windows, with full support for multi-axis sensor data, temporal interactions, and integration with TSFEL/tsfresh.
Features
- Flexible windowing in all directions
- Modular axis, time, and feature operations
- Time-point interaction features
- Designed for multi-axis sensor data
Installation
Install from source using pip:
pip install tpfeat
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