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Releases: TuringLang/AdvancedVI.jl

v0.2.8

04 Oct 19:58
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AdvancedVI v0.2.8

Diff since v0.2.7

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v0.2.7

04 Oct 19:01
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AdvancedVI v0.2.7

Diff since v0.2.6

Merged pull requests:

Closed issues:

  • Stein Variational Gradient Descent (SVGD) (#3)
  • Double Stochasticity (#4)
  • Callback function during training (#5)
  • Rethinking AdvancedVI (#24)
  • Setting up Documenter (#39)
  • Add Tapir to AD tests (#63)
  • Set up JuliaFormatter (#69)
  • Run benchmarking only on PRs (#74)
  • var and cov on MvLocationScale secretly assume the base distribution is standardized (#75)
  • Where are the benchmarks posted? (#82)
  • Make use of DifferentiationInterface.jl? (#85)

v0.2.6

27 May 21:32
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AdvancedVI v0.2.6

Diff since v0.2.5

Merged pull requests:

  • CompatHelper: bump compat for ADTypes to 1, (keep existing compat) (#54) (@github-actions[bot])
  • Decrement Enzyme compatibility (#58) (@bauglir)
  • CompatHelper: bump compat for Enzyme in [weakdeps] to 0.12, (keep existing compat) (#59) (@github-actions[bot])

v0.2.5

26 Apr 01:14
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AdvancedVI v0.2.5

Diff since v0.2.4

Merged pull requests:

  • Basic rewrite of the package 2023 edition Part I: ADVI (#49) (@Red-Portal)
  • Basic rewrite of the package 2023 edition Part II: Location-scale variational families (#51) (@Red-Portal)
  • fix bug in reparameterization with Bijectors.TransformedDistribution (#52) (@Red-Portal)
  • Backport of some features to v0.2 (#56) (@torfjelde)

v0.2.4

20 Jun 16:35
b0c4be3
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AdvancedVI v0.2.4

Diff since v0.2.3

Closed issues:

  • Hyper-parameter optimization (#8)
  • Improving mechanism for updating parameters of distributions (#18)
  • Zygote should be preferred to ReverseDiff for reverse mode default (#23)
  • VI+PSIS (#28)
  • Pathfinder (#29)
  • Need a weighted loss function/ log likelihood (#44)

Merged pull requests:

  • CompatHelper: bump compat for Bijectors to 0.13, (keep existing compat) (#48) (@github-actions[bot])

v0.2.3

22 May 17:17
4fc81cc
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AdvancedVI v0.2.3

Diff since v0.2.2

Merged pull requests:

  • CompatHelper: bump compat for StatsBase to 0.34, (keep existing compat) (#47) (@github-actions[bot])

v0.2.2

24 Feb 23:33
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AdvancedVI v0.2.2

Diff since v0.2.1

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v0.2.1

20 Feb 22:41
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AdvancedVI v0.2.1

Diff since v0.2.0

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v0.2.0

03 Feb 22:15
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AdvancedVI v0.2.0

Diff since v0.1.6

Merged pull requests:

  • CompatHelper: bump compat for Bijectors to 0.11, (keep existing compat) (#40) (@github-actions[bot])
  • Bump Bijectors.jl compat bounds (#41) (@torfjelde)

v0.1.6

06 Oct 12:57
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AdvancedVI v0.1.6

Diff since v0.1.5

Merged pull requests:

  • CompatHelper: bump compat for DocStringExtensions to 0.9, (keep existing compat) (#37) (@github-actions[bot])