Code

Add ScoreELBO objective#72

Code

Merged

Red-Portal merged 15 commits intoTuringLang:masterTuringLang/AdvancedVI.jl:masterfrom arnauqb:masterarnauqb/AdvancedVI.jl:masterCopy head branch name to clipboardSep 30, 2024

+618-84

Commits

Commits on Jul 19, 2024

• implemented stop gradient for forwarddiff and zygote

  arnauqb

  committed
  6d2184c

• tests for stop_gradient pass

  arnauqb

  committed
  3da52b5

• added tests

  arnauqb

  committed
  6fa7e5d

• scoreelbo correctly normalized now

  arnauqb

  committed
  d317c9d

• remove unnecessary comment

  arnauqb

  committed
  4ddb758

Commits on Jul 23, 2024

• renamed scoreelbo to scoregradelbo for consistency

  arnauqb

  committed
  4313ad4

Commits on Sep 16, 2024

• imlemented score estimator with baseline variance reduction.

  arnauqb

  committed
  551f7e0

• deleted ignore_gradient implementation since no longer needed.

  arnauqb

  committed
  766684f

• remove leftovers from merging

  arnauqb

  committed
  191e534

Commits on Sep 19, 2024

• Apply suggestions from code review

  Show description for d5fcbd7
  

  arnauqb

  and

  Red-Portal

  authored
  d5fcbd7

• reverted change in zygoteext

  arnauqb

  committed
  449f17f

Commits on Sep 20, 2024

• reparm with entropy also for the score case

  arnauqb

  committed
  0db0f46

• adapting scoregrad tests...

  arnauqb

  committed
  5805dc5

Commits on Sep 23, 2024

• tests pass

  arnauqb

  committed
  e713d95

Commits on Sep 29, 2024

• formatting

  arnauqb

  committed
  84452a3