TuringLang/Turing.jl: v0.9.0

Diff since v0.8.3

Closed issues:

• ERROR: LoadError: getϵ(adaptor::AdvancedHMC.Adaptation.NoAdaptation) is not implemented. (#1071)
• latex code / math broken on docs website (#1079)
• defining infinite mixture of dirichlets (#1080)
• Tutorial error (#1082)
• Dead link to compositional sampler paper (#1094)
• Code cells showing errors were thrown in linear regression example (#1096)
• DynamicHMC errors on 1.3 (#1098)
• Test glitch probot (#1107)
• Test glitch probot (#1108)
• Test glitch probot (#1109)
• Test glitch probot (#1110)
• Turing LoadError (#1122)
• LinearRegression Example Performance suggestion (#1123)

Merged pull requests:

• VI & ADVI improvements (#902) (@torfjelde)
• Run CI tests on Julia 1.3 (#1067) (@devmotion)
• CompatHelper: bump compat for "SpecialFunctions" to "0.10" (#1072) (@github-actions[bot])
• Use AdvancedMH (#1083) (@cpfiffer)
• Add method for pdf(::OrderedLogistic, x) (#1089) (@baggepinnen)
• More compatible and clearer baseurl inquiry (#1092) (@KDr2)
• fixes and improvements on CRP implementations (#1093) (@trappmartin)
• Install TagBot as a GitHub Action (#1097) (@JuliaTagBot)
• Fix errors with DynamicHMC (#1099) (@devmotion)
• Run benchmarks via github action (#1100) (@KDr2)
• Update guide.md (#1103) (@yebai)
• Remove state-saving by default (#1105) (@cpfiffer)
• Add GSoC blog post (#1106) (@cpfiffer)
• Update to new AbstractMCMC API (#1116) (@devmotion)
• Use reset_num_produce! (#1117) (@devmotion)
• Reduce benchmark related comment reply (#1119) (@KDr2)
• Add team page to the website (#1124) (@cpfiffer)
• Add static distributions idea to GSoC ideas (#1125) (@mohamed82008)
• Remove TrackedArray implementation and update DistributionsAD (#1128) (@devmotion)