Software/ Programmes
Filter by: MATLAB, Python, Julia, R, Java, C/C++, commandline, web app, standalone application [reset filter]Available software for the creation and application of RPs and their quantitative analysis facilitates the spread of their application (no claim to completeness):
tseriesChaos: Analysis of Nonlinear Time Series
by Antonio Fabio Di Narzo (2005)
Routines for the analysis of nonlinear time series, including the creation of a simple recurrence plot. This work was mainly based on routines as implemented in TISEAN.
» https://cran.r-project.org/package=tseriesChaosfNonlinear: Nonlinear and Chaotic Time Series Modelling
by Diethelm Wuertz and many others, see the SOURCE file (2007)
R package with similar functionality as the TISEAN package.
» https://cran.r-project.org/web/packages/fNonlinear/index.htmlRHRV: Heart Rate Variability Analysis of ECG Data
by Leandro Rodriguez-Linares (2008)
A package for heart rate variability analysis for R, including the calculation of RQA measures.
» https://cran.r-project.org/web/packages/RHRV/index.htmlnonlinearTseries
by Constantino Antonio Garcia Martinez (2013)
nonlinearTseries is an R package providing functions for nonlinear time series analysis. It contains functions for recurrence plot calculation and RQA.
» https://cran.r-project.org/web/packages/nonlinearTseriescrqa: Cross-Recurrence Quantification Analysis for Categorical and Continuous Time-Series
by Moreno I. Coco and Rick Dale (2014)
An R package for cross-recurrence quantification.
» https://cran.r-project.org/web/packages/crqa/mdRQA
by Sebastian Wallot (2016)
Single function for MATLAB and R to calculate RP and RQA.
» https://github.com/Wallot/MdRQA/casnet: An R toolbox for studying Complex Adaptive Systems and NETworks
by Fred Hasselmann (2018)
An R package with a collection of analytic tools for studying signals, including recurrence quantification analysis.
» https://github.com/FredHasselman/casnetResources for recurrence quantification analysis
by Alexandra Paxton (2019)
Tools and tutorials to help with RQA and CRQA in R.
» https://github.com/a-paxton/crqa-tools-and-morerandseqR
by Fred Hasselman (2019)
An R package for calculating randomness and redundancies in sequences of symbols. It includes categorical RQA.
» https://github.com/FredHasselman/randseqR
Comparison of the calculation speeds and between some of the software can be found in:
- https://github.com/pucicu/RP_Speed_Test
- J. Belaire-Franch, D. Contreras: Recurrence Plots in Nonlinear Time Series Analysis: Free Software, Journal of Statistical Software 7(9) (2002).
Recurrence Plots Online
Try out online, what recurrence plots are:
Recurrence Plots Online
Mathematica Demonstrations Project:
Recurrence-Based Representations of the Logistic Map
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