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[WIP] Multivariate Info Theory #109

Merged
merged 3 commits into from
Jan 27, 2023
Merged

[WIP] Multivariate Info Theory #109

merged 3 commits into from
Jan 27, 2023

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Gauravu2
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This will close #83

Includes:

  1. Probability distribution generation
  2. Updated Shannon entropy
  3. Joint Entropy
  4. Cross Entropy
  5. Partial Information Decomposition

TODO :

  • Multivariate Mutual Information
  • Multivariate Transfer Entropy
  • Documentation / References
  • Test cases

@Gauravu2 Gauravu2 added the enhancement New feature or request label Aug 28, 2022
@Gauravu2 Gauravu2 added this to the Version 0.3 milestone Aug 28, 2022
@Gauravu2 Gauravu2 requested a review from skim0119 August 28, 2022 06:52
@Gauravu2 Gauravu2 self-assigned this Aug 28, 2022
@Gauravu2 Gauravu2 linked an issue Aug 28, 2022 that may be closed by this pull request
Multivariate information theory #83
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4 tasks
@Gauravu2 Gauravu2 changed the title [WIP ] Info theory enhancement [WIP] Info theory enhancement Aug 29, 2022
@Gauravu2 Gauravu2 changed the title [WIP] Info theory enhancement [WIP] Multivariate Info Theory Aug 29, 2022
@skim0119 skim0119 changed the base branch from update-0.2.1 to update-0.2.2 September 2, 2022 20:23
@skim0119 skim0119 changed the base branch from update-0.2.2 to update-0.2.3 October 25, 2022 07:22
@skim0119 skim0119 changed the base branch from update-0.2.3 to update-0.2.4 December 28, 2022 20:54
@skim0119 skim0119 changed the base branch from update-0.2.4 to feature/info-theory January 27, 2023 18:49
@skim0119
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I'm moving the branch into this repo

@skim0119 skim0119 merged commit 9734a8a into GazzolaLab:feature/info-theory Jan 27, 2023
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@skim0119 skim0119 Awaiting requested review from skim0119

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@Gauravu2 Gauravu2

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enhancement New feature or request
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Version 0.3
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Multivariate information theory
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@Gauravu2 @skim0119