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Recurrence Plots and Cross Recurrence Plots

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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):

  1. Commandline Recurrence Plots
    last updateversion
    by Norbert Marwan
    Allows for the creation of RPs and their quantification analysis for really long data series, commandline based, currently for Unix/ Linux and Win2k.
    » http://tocsy.pik-potsdam.de/commandline-rp.php

  2. CRP Toolbox for MATLAB
    last updateversion
    by Norbert Marwan
    Allows for the creation of RPs, CRPs as well as JRPs, quantification analysis of RPs, CRPs and JRPs includes the new measures of complexity as LAM and TT, time scale alignment tool based on CRPs and further useful tools and methods of nonlinear time series analysis and data preparation are provided, platform independent (for Matlab), both usage of graphical user interface as well as commandline call is possible, a plugin is available enabeling the computation of RPs and RQA of long data series.
    » http://tocsy.pik-potsdam.de/CRPtoolbox

  3. NoLiTiA: An Open-Source Toolbox for Non-linear Time Series Analysis
    version
    by Clinical Systems Neuroscience, University Hospital Giessen & Marburg
    MATLAB Toolbox including methods for dynamical systems theory, recurrence qunatification analysis, and information theory.
    » https://nolitia.com/

  4. CEPS: Analysis of Complexity and Entropy in Physiological Signals
    last update
    by Deepak Panday
    MATLAB GUI with wrapper to external software packages that include functions for calculating recurrence plots and recurrence quantification
    » https://bitbucket.org/deepak_panday/pipeline/

  5. Pattern Transition Detection Algorithm (PTDA)
    last update
    by Kathrin Viol
    MATLAB package for change point analysis including recurrence plots.
    » https://de.mathworks.com/matlabcentral/fileexchange/80380-pattern-transition-detection-algorithm-ptda

  6. RQA Software
    last updateversion
    by Charles Webber Jr.
    Allows for the creation of RPs as well as CRPs and their quantification, only for DOS, commandline based.
    » http://cwebber.sites.luc.edu/

  7. PyRQA
    last updateversoin
    by Tobias Rawald
    Python package to perform recurrence quantification analysis (RQA) and to create recurrence plots in a massively parallel manner using the OpenCL framework.
    » https://pypi.python.org/pypi/PyRQA/

  8. Tool box of recurrence plot and recurrence quantification analysis
    last update
    by Hui Yang
    A MATLAB toolbox for recurrence plot and recurrence quantification analysis.
    » https://mathworks.com/matlabcentral/fileexchange/58246-tool-box-of-recurrence-plot-and-recurrence-quantification-analysis

  9. RQA HPC
    last update
    by Tomas Martinovic
    Highly scalable C code to calculate RP and RQA for cluster computers.
    » https://code.it4i.cz/ADAS/RQA_HPC

  10. RSA
    last update
    by Peter beim Graben
    MATLAB code to perform recurrence grammar and recurrence structure analysis (RSA).
    » http://tocsy.pik-potsdam.de/rsa.php and http://tocsy.pik-potsdam.de/recgram.php

  11. rqaGUI
    last update
    by Stefan Schinkel
    A Python frontend for the Commandline Recurrence Plots software.
    » software/rqaci.zip and https://web.archive.org/web/20151101062843/http://people.physik.hu-berlin.de/~schinkel/rqaci.html

  12. Recurrence quantification analysis (RQA) for MATLAB
    last update
    by Gaoxiang Ouyang
    Simple MATLAB functions for calculating recurrence plots and recurrence quantification analysis.
    » https://de.mathworks.com/matlabcentral/fileexchange/46765-recurrence-quantification-analysis-rqa

  13. Visual Recurrence Analysis 4.9
    last update
    by Eugene Kononov
    Creation of RPs and computing the RQA measures, only for MS Windows, graphical user interface.
    » http://visual-recurrence-analysis.software.informer.com/

  14. Dataplore
    last update
    by ixitos GmbH
    Commercial software for data analysis which includes a function to compute a recurrence plot (only RPs due to Eckmann et al. (1987) are supported), available for Windows and some Unix.
    » https://www.ixitos.com/produkte/dataplore/

  15. Recurrence plots online
    last update
    by Norbert Marwan
    Calculation of recurrence plots and recurrence quantification analysis in a web browser.
    » http://www.recurrence-plot.tk/online/

  16. GenomDiff
    last update
    by Claus Wimmer
    A Java implementation of a dot matrix for Genome comparison.
    » http://sourceforge.net/projects/genomdiff/

  17. RQA X
    last update
    by Andrew Keller
    An implementation of the original RQA software by Ch. Webber Jr. for Mac OSX.
    » software/rqax.dmg (source code: software/rqax.zip)

  18. Bios Analyzer
    last update
    by Lazar Kovacevic
    Python based nonlinear data analysis software, allows the creation of RPs and isometric RPs, graphical user interface.
    » http://www.inverudio.com/programs/BiosAnalyzer/BiosAnalyzer.php

  19. TISEAN 3.01
    last update
    by Rainer Hegger, Holger Kantz and Thomas Schreiber
    Many tools and methods from nonlinear time series analysis, regarding the recurrence based analysis only RPs can be created, free source code, binary executables for OSF, Linux and Windows, commandline based.
    » http://www.mpipks-dresden.mpg.de/~tisean

  20. RecurrencePlots
    last update
    by Paul Bourke
    Two C programmes (source code) for creation distance and recurrence plots as bitmap files (I could not create a running compilation from this code), commandline based.
    » http://paulbourke.net/fractals/fracdim/

  21. RecurrencePlots for Mathematica
    last update
    by Max Keilbach
    A simple package for Mathematica which can create and visualize recurrence plots (a brief example: recurrenceplot.nb, screenshot).
    » RecurrencePlots.ma

  22. RecPlot 1.0
    last update
    by Krishna Nayak
    creation of RPs and computing the correlation and Hausdorff dimensions, source code available, commandline based (unfortunately, not available anymore)
    » https://web.archive.org/web/19970110180438/http://www.scri.fsu.edu/~nayak/recplot/

  23. RR APET HRV analysis software
    last commit
    by Meghan McConnell
    Package with Python functions to study heart rate variability, including RP and RQA.
    » https://gitlab.com/MegMcC/rr-apet-hrv-analysis-software

  24. RQA demos

    by Julian Zubek
    Simple implementation of recurrence quantification analysis (RQA) in a web browser.
    » https://hill.psych.uw.edu.pl/rqa_js/

  25. RQA and CRQA GUI-Application

    by Mike Richardson
    MATLAB scripts for a GUI-based RQA.
    » https://github.com/xkiwilabs/RQA-and-CRQA-GUI-Application/

  26. RQAToolbox
    last commit
    by Mike Richardson
    MATLAB scripts for RQA.
    » https://github.com/xkiwilabs/MATLAB-Toolboxes/

  27. Recurrence Plot & Quantification
    last commitrelease
    by Hauke Kraemer and Norbert Marwan
    Simple MATLAB functions for calculating recurrence plots and recurrence quantification.
    » https://github.com/pucicu/rp/

  28. pyunicorn
    last commitversion
    by Jonathan Donges et al.
    UNIfied COmplex Network and Recurrence aNalysis toolbox: a fully object-oriented Python package for the advanced analysis and modeling of complex networks and performing recurrence analysis, including recurrence networks.
    » http://tocsy.pik-potsdam.de/pyunicorn.php

  29. crqa: Cross-Recurrence Quantification Analysis for Categorical and Continuous Time-Series
    last commitversion
    by Moreno I. Coco and Rick Dale
    An R package for cross-recurrence quantification.
    » http://cran.r-project.org/web/packages/crqa/

  30. pyts
    version
    by Johann Faouzi
    pyts is a Python package dedicated to time series classification. It provides a simple recurrence plot calculation for transforming time series into images (for use in classification).
    » https://pyts.readthedocs.io/en/stable/index.html

  31. Border effect corrections for RQA
    last commit
    by Hauke Kraemer
    MATLAB code to calculate RPs and perform RQA with various border corrections schemes (according to H. Kraemer and N. Marwan, Phys. Lett. A, 2019).
    » https://zenodo.org/record/3384892

  32. RQA for Mathematica

    by Flip Phillips
    A set Mathematica tools for RQA – Recurrence quantification analysis.
    » https://github.com/flipphillips/RQA

  33. multiSyncPy

    by Computational Sensemaking Lab
    A Python package for quantifying multivariate synchrony, including simple RQA measures.
    » https://github.com/cslab-hub/multiSyncPy

  34. fNonlinear: Nonlinear and Chaotic Time Series Modelling
    last commitversion
    by Diethelm Wuertz and many others, see the SOURCE file
    R package with similar functionality as the TISEAN package.
    » http://cran.r-project.org/web/packages/fNonlinear/index.html

  35. nonlinearTseries
    last commitversion
    by Constantino Antonio Garcia Martinez
    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/nonlinearTseries

  36. recurrence_python

    by Barbara Reis
    This scientific software written in Python 3 computes Recurrence Plot (RP), Cross Recurrence Plot (CRP), Joint Recurrence Plot (JRP) and Recurrence Quantification Analysis.
    » https://github.com/bmfreis/recurrence_python

  37. recurrence_cpp

    by Barbara Reis
    This scientific software written in C++ computes Recurrence Plot (RP), Cross Recurrence Plot (CRP), Joint Recurrence Plot (JRP) and Recurrence Quantification Analysis on commandline of Linux systems.
    » https://github.com/bmfreis/recurrence_cpp

  38. Resources for recurrence quantification analysis

    by Alexandra Paxton
    Tools and tutorials to help with RQA and CRQA in R.
    » https://github.com/a-paxton/crqa-tools/tree

  39. mdRQA

    by Sebastian Wallot
    Single function for MATLAB and R to calculate RP and RQA.
    » https://github.com/Wallot/MdRQA/

  40. RECLAC Python
    version
    by Tobias Braun
    The RECLAC Python package provides functions to compute recurrence lacunarity. It also offers a basic implementation of traditional recurrence quantification measures and computation of box-counting dimensions.
    » https://github.com/ToBraun/RECLAC

  41. Visualisation Cross Recurrence Quantification Analysis
    last commit
    by Leshao Zhang
    Recurrence plots with the Processing language.
    » https://github.com/Leshao-Zhang/Visualisation-Cross-Recurrence-Quantification-Analysis

  42. RecurrenceAnalysis.jl
    last commitversion
    by Helios De Rosario
    Julia package for the exploration of chaos and nonlinear dynamics including recurrence plots and recurrence quantification analysis (RQA) and to create recurrence plots.
    » https://github.com/heliosdrm/RecurrenceAnalysis.jl

  43. randseqR
    last commit
    by Fred Hasselman
    An R package for calculating randomness and redundancies in sequences of symbols. It includes categorical RQA.
    » https://github.com/FredHasselman/randseqR

  44. casnet: An R toolbox for studying Complex Adaptive Systems and NETworks
    last commitversion
    by Fred Hasselmann
    An R package with a collection of analytic tools for studying signals, including recurrence quantification analysis.
    » https://github.com/FredHasselman/casnet

  45. RHRV: Heart Rate Variability Analysis of ECG Data
    version
    by Leandro Rodriguez-Linares
    A package for heart rate variability analysis for R, including the calculation of RQA measures.
    » https://cran.r-project.org/web/packages/RHRV/index.html

  46. RqaMatlab/ RqaPython

    by BARLab
    Simple MATLAB and Python functions to create RPs and perform RQA.
    » https://barlab.psych.ubc.ca/research/#section-tabbed-7-tab-0

  47. RCPLOT

    by Tom Wouters
    A Java implementation of recurrence plots, source code available, should be implemented in own programmes (not stand-alone), not available anymore.

  48. Kubios HRV

    by Kubios
    Professional HRV analysis software, including RP and RQA.
    » https://www.kubios.com/

Comparison of the calculation speeds and between some of the software can be found in:


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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Please respect the copyrights! The content of this web site is protected by a Creative Commons License. You may use the text or figures, but you have to cite this source (www.recurrence-plot.tk) as well as N. Marwan, M. C. Romano, M. Thiel, J. Kurths: Recurrence Plots for the Analysis of Complex Systems, Physics Reports, 438(5-6), 237-329, 2007.

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