Giter Club home page Giter Club logo

pymfa's Introduction

pymfa

Python for MultiFractal Analysis

Functions

  • mfdfa: original MFDFA function, as in [1] and [2]

  • emdmfdfa: EMD-based version of the above, see [5] and [6]

  • fmfssc: focus based version, as in [3] and [4]

  • dataplot_qRMS

  • get_spectrum

Bibliography

  1. Ihlen, E. A. F. E. (2012). Introduction to multifractal detrended fluctuation analysis in Matlab. Frontiers in physiology, 3, 141.
  2. Kantelhardt, J. W., Zschiegner, S. A., Koscielny-Bunde, E., Havlin, S., Bunde, A., & Stanley, H. E. (2002). Multifractal detrended fluctuation analysis of nonstationary time series. Physica A: Statistical Mechanics and its Applications, 316(1-4), 87-114.
  3. Mukli, P., Nagy, Z., & Eke, A. (2015). Multifractal formalism by enforcing the universal behavior of scaling functions. Physica A: Statistical Mechanics and its Applications, 417, 150-167.
  4. Wawrzkiewicz-Jałowiecka, A., Trybek, P., Dworakowska, B., & Machura, Ł. (2020). Multifractal Properties of BK Channel Currents in Human Glioblastoma Cells. The Journal of Physical Chemistry B, 124(12), 2382-2391.
  5. Andrade, A. O., Nasuto, S., Kyberd, P., Sweeney-Reed, C. M., & Van Kanijn, F. R. (2006). EMG signal filtering based on empirical mode decomposition. Biomedical Signal Processing and Control, 1(1), 44-55.
  6. Trybek, P., Nowakowski, M., & Machura, L. (2018). Multifractal characteristics of external anal sphincter based on sEMG signals. Medical engineering & physics, 55, 9-15.

pymfa's People

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.