Detect events in data
Project description
detecta
Python module to detect events in data
The following functions are implemented in detecta:
- detect_peaks.py: detects peaks in data based on their amplitude and other features.
- detect_onset.py: detects onset in data based on amplitude threshold.
- detect_cusum.py: detects abrupt changes in data using cumulative sum algorithm (CUSUM).
- detect_seq.py: detects initial and final indices of sequential data identical to a parameter.
Installation
pip install detecta
Or
conda install -c duartexyz detecta
Examples
How to cite this work
Here is a suggestion to cite this GitHub repository:
Duarte, M. (2020) detecta: A Python module to detect events in data. GitHub repository, https://github.com/demotu/detecta.
And a possible BibTeX entry:
@misc{Duarte2020,
author = {Duarte, M.},
title = {detecta: A Python module to detect events in data},
year = {2020},
publisher = {GitHub},
journal = {GitHub repository},
howpublished = {\url{https://github.com/demotu/detecta}}
}
License
The non-software content of this project is licensed under a Creative Commons Attribution 4.0 International License, and the software code is licensed under the MIT license.
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