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Multivariate information theory #83

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Gauravu2 opened this issue Jul 27, 2022 · 0 comments · Fixed by #109
Open
4 tasks

Multivariate information theory #83

Gauravu2 opened this issue Jul 27, 2022 · 0 comments · Fixed by #109
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@Gauravu2
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enhancement New feature or request prio:high High-priority issue
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Version 0.3

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@Gauravu2
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Gauravu2 commented Jul 27, 2022 •
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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
@Gauravu2 Gauravu2 mentioned this issue Jul 27, 2022
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@Gauravu2 Gauravu2 self-assigned this Jul 27, 2022
@Gauravu2 Gauravu2 added this to the Version 0.3 milestone Jul 27, 2022
@skim0119 skim0119 added the prio:high High-priority issue label Aug 9, 2022
@Gauravu2 Gauravu2 changed the title Multivariate information theory IDTxl Multivariate information theory Aug 22, 2022
@Gauravu2 Gauravu2 added the enhancement New feature or request label Aug 22, 2022
@Gauravu2 Gauravu2 mentioned this issue Aug 28, 2022
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@Gauravu2 Gauravu2 linked a pull request Aug 28, 2022 that will close this issue
[WIP] Multivariate Info Theory #109
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[WIP] Multivariate Info Theory Gauravu2/MiV-OS
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