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.

Last updated 6 years ago

multifractal-analysistime-series

5.39 score 17 stars 29 scripts 207 downloads

SFtools - 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.

Last updated 4 years ago

data-miningspace-filling

3.00 score 6 scripts 163 downloads

PGM2 - Nested Resolvable Designs and their Associated Uniform Designs

Construction method of nested resolvable designs from a projective geometry defined on Galois field of order 2. The obtained Resolvable designs are used to build uniform design. The presented results are based on <https://eudml.org/doc/219563> and A. Boudraa et al. (See references).

Last updated 6 years ago

experimental-design

2.70 score 6 scripts 229 downloads

RPPairwiseDesign - Resolvable partially pairwise balanced design and Space-filling design via association scheme

Using some association schemes to obtain a new series of resolvable partially pairwise balanced designs (RPPBD) and space-filling designs.

Last updated 6 years ago

experimental-design

2.70 score 1 stars 8 scripts 78 downloads

CombinS - Construction Methods of some Series of PBIB Designs

Series of partially balanced incomplete block designs (PBIB) based on the combinatory method (S) introduced in (Imane Rezgui et al, 2014) <doi:10.3844/jmssp.2014.45.48>; and it gives their associated U-type design.

Last updated 6 years ago

experimental-design

2.70 score 7 scripts 259 downloads

FiSh - 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').

Last updated 4 years ago

1.30 score 197 downloads