kuchaale / detecta

A Python module to detect events in data

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

• detect_peaks
• detect_onset
• detect_cusum
• detect_seq

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.