NeuroKit swMATH ID: 38164 Software Authors: Makowski, D.; Pham, T.; Zen, Brammer; J. C., Lespinasse; F., Pha.m Tien Hung; Wong, A.; Le, D.; Teo, E.; Richer, R.; TiagoTostas, Valls; R. P., Savur; C., Sourcery AI; Bishop, M.; Anderson, R.; Avramidis, S.; Epifano, J. R.; sillabo, Schölzel; C., Chuan-Peng; H., Kassy Raymond; MinsooYeo, Vanshika Gupta Description: NeuroKit: The Python Toolbox for Neurophysiological Signal Processing. NeuroKit2 is an open-source, community-driven, and user-centered Python package for neurophysiological signal processing. It provides a comprehensive suite of processing routines for a variety of bodily signals (e.g., ECG, PPG, EDA, EMG, RSP). These processing routines include high-level functions that enable data processing in a few lines of code using validated pipelines, which we illustrate in two examples covering the most typical scenarios, such as an event-related paradigm and an interval-related analysis. The package also includes tools for specific processing steps such as rate extraction and filtering methods, offering a trade-off between high-level convenience and fine-tuned control. Its goal is to improve transparency and reproducibility in neurophysiological research, as well as foster exploration and innovation. Its design philosophy is centred on user-experience and accessibility to both novice and advanced users. Homepage: https://neurokit2.readthedocs.io/en/latest/ Source Code: https://github.com/neuropsychology/NeuroKit/ Dependencies: Python Related Software: Python; Systole; SciPy; Matplotlib; NumPy; pyHRV; HeartPy; BioSPPy; PhysioToolkit; PsychoPy; pandas; Numba; bokeh; PySiology; Kubios HRV; Scikit; Jupyter; Binder 2.0; cvxEDA; HRV Cited in: 1 Document Standard Articles 1 Publication describing the Software Year NeuroKit2: A Python toolbox for neurophysiological signal processing Link Makowski, Dominique; Pham, Tam; Lau, Zen J.; Brammer, Jan C.; Lespinasse, François; Pham, Hung; Schölzel, Christopher; Chen, S. H. Annabel 2021 Cited by 3 Authors 1 Maldonado, Cesar 1 Merino-Negrete, Nazul 1 Salgado-García, Raúl Cited in 1 Serial 1 Physica D Cited in 5 Fields 1 Dynamical systems and ergodic theory (37-XX) 1 Probability theory and stochastic processes (60-XX) 1 Statistics (62-XX) 1 Statistical mechanics, structure of matter (82-XX) 1 Biology and other natural sciences (92-XX) Citations by Year