Module: tfp.vi.mutual_information
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Mutual information estimators and helpers.
Functions
lower_bound_barber_agakov(...)
: Lower bound on mutual information from [Barber and Agakov (2003)][1].
lower_bound_info_nce(...)
: InfoNCE lower bound on mutual information.
lower_bound_jensen_shannon(...)
: Lower bound on Jensen-Shannon (JS) divergence.
lower_bound_nguyen_wainwright_jordan(...)
: Lower bound on Kullback-Leibler (KL) divergence from Nguyen at al.
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Last updated 2023-11-21 UTC.
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Missing the information I need","missingTheInformationINeed","thumb-down"],["Too complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2023-11-21 UTC."],[],[]]