Multivariate information theory

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@Gauravu2 is already working on this.

Since Jul 27, 2022.

  • #109 by @Gauravu2 — merged

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Description

enhancement prio:high

Need to include the following:

  • Bivariate Partial Information Decomposition (Unique Information, redundant information, synergy)
  • Multivariate Partial Information Decomposition (,,)
  • Multivariate Conditional Entropy (Decomposition included)
  • Multivariate Transfer Entropy (Decomposition included)

Refer the following for more info:
https://arxiv.org/pdf/1004.2515.pdf
https://arxiv.org/pdf/1102.1507.pdf
https://pwollstadt.github.io/IDTxl/html/idtxl_process_analysis.html#bivariate-partial-information-decomposition-pid

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Merged PRs (30d)
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