MFDFA - MultiFractal Detrended Fluctuation Analysis
Contains the MultiFractal Detrended Fluctuation Analysis (MFDFA), MultiFractal Detrended Cross-Correlation Analysis (MFXDFA), and the Multiscale Multifractal Analysis (MMA). The MFDFA() function proposed in this package was used in Laib et al. (<doi:10.1016/j.chaos.2018.02.024> and <doi:10.1063/1.5022737>). See references for more information. Interested users can find a parallel version of the MFDFA() function on GitHub.
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multifractal-analysistime-series
5.53 score 17 stars 40 scripts 187 downloadsSFtools - Space Filling Based Tools for Data Mining
Contains space filling based tools for machine learning and data mining. Some functions offer several computational techniques and deal with the out of memory for large big data by using the ff package.
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data-miningspace-filling
3.00 score 6 scripts 179 downloadsPGM2 - Recursive Construction of Nested Resolvable Designs and Associated Uniform Designs
This package implements recursive construction methods for balanced incomplete block designs (BIBDs), their second generation, resolvable BIBDs (RBIBDs), and uniform designs (UDs) derived from projective geometries over GF(2). It enables extraction of nested structures in multiple stages and supports recursive resolution processes, as introduced in Boudraa et al. (2013).
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experimental-design
2.70 score 6 scripts 529 downloadsCombinS - Construction Methods for Series of PBIB Designs via Combinatory Method S
Provides constructions of series of partially balanced incomplete block designs (PBIB) based on the combinatory method S, introduced by Rezgui et al. (2014) <doi:10.3844/jmssp.2014.45.48>. This package also offers the associated U-type designs. Version 1.1-1 generalizes the approach to designs with v = wnl treatments. It includes various rectangular and generalized rectangular right angular association schemes with 4, 5, and 7 associated classes.
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experimental-design
2.70 score 7 scripts 576 downloadsFiSh - Fisher-Shannon Method
Proposes non-parametric estimates of the Fisher information measure and the Shannon entropy power. More theoretical and implementation details can be found in Guignard et al. <doi:10.3389/feart.2020.00255>. A 'python' version of this work is available on 'github' and 'PyPi' ('FiShPy').
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1.30 score 2 scripts 192 downloads