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IDTxl

Transfer entropy estimation in Python.

References

  • Nonuniform embedding: Faes et al., 2011, Phys Rev E 83, 051112
  • Multivariate transfer entropy: Lizier & Rubinov, 2012, Preprint, Technical Report 25/2012, Max Planck Institute for Mathematics in the Sciences. Available from: http://www.mis.mpg.de/preprints/2012/preprint2012_25.pdf
  • Uniform embedding: Takens, 1981, Detecting strange attractors in turbulence (pp. 366-381). Springer Berlin Heidelberg
  • Ragwitz' criterion: Ragwitz & Kantz, 2002, Phys Rev E 65, 056201
  • Kraskov estimator: Kraskov et al., 2004, Phys Rev E 69, 066138
  • Faes' compensated transfer entropy: Faes et al., 2013, Entropy 15, 198-219

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  • Jupyter Notebook 50.7%
  • Python 41.8%
  • Cuda 4.0%
  • C 1.5%
  • TeX 1.0%
  • MATLAB 0.9%
  • Other 0.1%