Implementation of TACO: A Lightweight Tree-Based Approximate Compression Method for Time Series
Project description
taco-compression
This is the official implementation of the TACO compression algorithm for time series [1].
Usage
There are two usage modes, one as a command line tool operating on files, the other as callables from within python.
Command Line
python -m taco-compress "time_series"
python -m taco-compress "data/time_series_1.csv"
As a Callable
import taco-compress
taco-compress.
[1] Bauer, André. TACO: A Lightweight Tree-Based Approximate Compression Method for Time Series. In: Proceedings of the 14th International Conference on Data Science, Technology and Applications (DATA 2025), pages 182-190. 2025.
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