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A pyhton package for detrended fluctuation analysis (DFA) and related algorithms.

Project description

fathon (v1.2)


Current version is available for Linux (x86_64 and ARM64), macOS, and Windows (64bit).

Python package for detrended fluctuation analysis (DFA) and related algorithms. fathon provides four main algorithms, namely

  • DFA (Detrended Fluctuation Analysis)
  • MFDFA (Multifractal Detrended Fluctuation Analysis)
  • DCCA (Detrended Cross-Correlation Analysis)
  • HT (Time-dependent Hurst exponent)

MFDFA also provides methods for the mass exponent τ and the multifractal spectrum f(α).

DCCA has methods for computing the cross-correlation coefficient ρ_DCCA and the corresponding confidence intervals.

Requirements

  • Python 3.5+
  • numpy (>=1.15)
  • Cython

Installation

pip install fathon

Project details


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Files for fathon, version 1.2
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Filename, size fathon-1.2-cp35-cp35m-macosx_10_9_x86_64.whl (8.7 MB) File type Wheel Python version cp35 Upload date Hashes View
Filename, size fathon-1.2-cp35-cp35m-manylinux2010_x86_64.whl (23.5 MB) File type Wheel Python version cp35 Upload date Hashes View
Filename, size fathon-1.2-cp35-cp35m-manylinux2014_aarch64.whl (22.4 MB) File type Wheel Python version cp35 Upload date Hashes View
Filename, size fathon-1.2-cp35-cp35m-win_amd64.whl (10.4 MB) File type Wheel Python version cp35 Upload date Hashes View
Filename, size fathon-1.2-cp36-cp36m-macosx_10_9_x86_64.whl (8.7 MB) File type Wheel Python version cp36 Upload date Hashes View
Filename, size fathon-1.2-cp36-cp36m-manylinux2010_x86_64.whl (23.5 MB) File type Wheel Python version cp36 Upload date Hashes View
Filename, size fathon-1.2-cp36-cp36m-manylinux2014_aarch64.whl (22.5 MB) File type Wheel Python version cp36 Upload date Hashes View
Filename, size fathon-1.2-cp36-cp36m-win_amd64.whl (10.4 MB) File type Wheel Python version cp36 Upload date Hashes View
Filename, size fathon-1.2-cp37-cp37m-macosx_10_9_x86_64.whl (8.7 MB) File type Wheel Python version cp37 Upload date Hashes View
Filename, size fathon-1.2-cp37-cp37m-manylinux2010_x86_64.whl (23.5 MB) File type Wheel Python version cp37 Upload date Hashes View
Filename, size fathon-1.2-cp37-cp37m-manylinux2014_aarch64.whl (22.5 MB) File type Wheel Python version cp37 Upload date Hashes View
Filename, size fathon-1.2-cp37-cp37m-win_amd64.whl (10.4 MB) File type Wheel Python version cp37 Upload date Hashes View
Filename, size fathon-1.2-cp38-cp38-macosx_10_9_x86_64.whl (8.7 MB) File type Wheel Python version cp38 Upload date Hashes View
Filename, size fathon-1.2-cp38-cp38-manylinux2010_x86_64.whl (23.8 MB) File type Wheel Python version cp38 Upload date Hashes View
Filename, size fathon-1.2-cp38-cp38-manylinux2014_aarch64.whl (22.7 MB) File type Wheel Python version cp38 Upload date Hashes View
Filename, size fathon-1.2-cp38-cp38-win_amd64.whl (10.4 MB) File type Wheel Python version cp38 Upload date Hashes View
Filename, size fathon-1.2-cp39-cp39-macosx_10_9_x86_64.whl (8.7 MB) File type Wheel Python version cp39 Upload date Hashes View
Filename, size fathon-1.2-cp39-cp39-manylinux2010_x86_64.whl (23.6 MB) File type Wheel Python version cp39 Upload date Hashes View
Filename, size fathon-1.2-cp39-cp39-manylinux2014_aarch64.whl (22.6 MB) File type Wheel Python version cp39 Upload date Hashes View
Filename, size fathon-1.2-cp39-cp39-win_amd64.whl (10.4 MB) File type Wheel Python version cp39 Upload date Hashes View

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