InferenceTargets.jl

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TuringPigeonsExamples － Targets collection ​

Setup instructions ​

To setup TuringPigeonsExamples:

julia
using InferenceTargets, Pkg

package_spec = InferenceTargets.registry[:TuringPigeonsExamples]
Pkg.add(package_spec)
using TuringPigeonsExamples
   Resolving package versions...
  No Changes to `~/work/InferenceTargets/InferenceTargets/docs/Project.toml`
  No Changes to `~/work/InferenceTargets/InferenceTargets/docs/Manifest.toml`

Repository information ​

julia
package_spec
PackageSpec(
  url = https://github.com/Julia-Tempering/TuringPigeonsExamples
  rev = 0b09109682db72a1283c886d2855c9e8a4e4cce9
  version = *
)

Usage ​

To access the list of targetIds available in TuringPigeonsExamples:

julia
ids = find_targetIds(TuringPigeonsExamples)
length(ids)
6

To load one target:

julia
some_id = ids[1]
load_target(TuringPigeonsExamples, some_id)
TuringLogPotential{...}(DynamicPPL.Model{typeof(TuringPigeonsExamples.model_with_vectors), (:dim,), (), (), Tuple{Int64}, Tuple{}, DynamicPPL.DefaultContext}(TuringPigeonsExamples.model_with_vectors, (dim = 1000,), NamedTuple(), DynamicPPL.DefaultContext()), DynamicPPL.DefaultContext(), 2000)

Summary ​

julia
using Markdown, PrettyTables
success, errored = InferenceTargets.summary_table(TuringPigeonsExamples)

Successfully loaded targets ​

julia
pretty_table(HTML, success; backend = Val(:html), show_subheader=false)
targetId type
iid_normal_1000 TuringLogPotential{...}
iid_normal_10 TuringLogPotential{...}
flip_model_modified TuringLogPotential{...}
flip_mixture TuringLogPotential{...}
unid_model TuringLogPotential{...}
galaxy TuringLogPotential{...}

Errored targets ​

julia
pretty_table(HTML, errored; backend = Val(:html), show_subheader=false)