Basic rewrite of the package 2023 edition

.github/workflows/CI.yml

@@ -20,7 +20,7 @@ jobs:
           - windows-latest
         arch:
           - x64
-          - x86
+          # - x86 # Uncomment after https://github.com/JuliaTesting/ReTest.jl/pull/52 is merged
         exclude:
           - os: macOS-latest
             arch: x86
@@ -61,3 +61,30 @@ jobs:
         with:
           github-token: ${{ secrets.GITHUB_TOKEN }}
           path-to-lcov: lcov.info
+  docs:
+    name: Documentation
+    runs-on: ubuntu-latest
+    permissions:
+      contents: write
+      statuses: write
+    steps:
+      - uses: actions/checkout@v3
+      - uses: julia-actions/setup-julia@v1
+        with:
+          version: '1'
+      - name: Configure doc environment
+        run: |
+          julia --project=docs/ -e '
+            using Pkg
+            Pkg.develop(PackageSpec(path=pwd()))
+            Pkg.instantiate()'
+      - uses: julia-actions/julia-buildpkg@v1
+      - uses: julia-actions/julia-docdeploy@v1
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+      - run: |
+          julia --project=docs -e '
+            using Documenter: DocMeta, doctest
+            using AdvancedVI
+            DocMeta.setdocmeta!(AdvancedVI, :DocTestSetup, :(using AdvancedVI); recursive=true)
+            doctest(AdvancedVI)'

Project.toml

@@ -1,37 +1,64 @@
 name = "AdvancedVI"
 uuid = "b5ca4192-6429-45e5-a2d9-87aec30a685c"
-version = "0.2.4"
+version = "0.3.0"
 
 [deps]
+ADTypes = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
+Accessors = "7d9f7c33-5ae7-4f3b-8dc6-eff91059b697"
 Bijectors = "76274a88-744f-5084-9051-94815aaf08c4"
+ChainRules = "082447d4-558c-5d27-93f4-14fc19e9eca2"
+DiffResults = "163ba53b-c6d8-5494-b064-1a9d43ac40c5"
 Distributions = "31c24e10-a181-5473-b8eb-7969acd0382f"
-DistributionsAD = "ced4e74d-a319-5a8a-b0ac-84af2272839c"
 DocStringExtensions = "ffbed154-4ef7-542d-bbb7-c09d3a79fcae"
-ForwardDiff = "f6369f11-7733-5829-9624-2563aa707210"
+FillArrays = "1a297f60-69ca-5386-bcde-b61e274b549b"
+Functors = "d9f16b24-f501-4c13-a1f2-28368ffc5196"
 LinearAlgebra = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
+LogDensityProblems = "6fdf6af0-433a-55f7-b3ed-c6c6e0b8df7c"
+Optimisers = "3bd65402-5787-11e9-1adc-39752487f4e2"
+PDMats = "90014a1f-27ba-587c-ab20-58faa44d9150"
 ProgressMeter = "92933f4c-e287-5a05-a399-4b506db050ca"
 Random = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
 Requires = "ae029012-a4dd-5104-9daa-d747884805df"
+SimpleUnPack = "ce78b400-467f-4804-87d8-8f486da07d0a"
 StatsBase = "2913bbd2-ae8a-5f71-8c99-4fb6c76f3a91"
 StatsFuns = "4c63d2b9-4356-54db-8cca-17b64c39e42c"
-Tracker = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c"
+
+[weakdeps]
+Enzyme = "7da242da-08ed-463a-9acd-ee780be4f1d9"
+ForwardDiff = "f6369f11-7733-5829-9624-2563aa707210"
+ReverseDiff = "37e2e3b7-166d-5795-8a7a-e32c996b4267"
+Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f"
+
+[extensions]
+AdvancedVIEnzymeExt = "Enzyme"
+AdvancedVIForwardDiffExt = "ForwardDiff"
+AdvancedVIReverseDiffExt = "ReverseDiff"
+AdvancedVIZygoteExt = "Zygote"
 
 [compat]
+ADTypes = "0.1"
 Bijectors = "0.11, 0.12, 0.13"
+ChainRules = "1.53.0"
+DiffResults = "1"
 Distributions = "0.21, 0.22, 0.23, 0.24, 0.25"
-DistributionsAD = "0.2, 0.3, 0.4, 0.5, 0.6"
 DocStringExtensions = "0.8, 0.9"
-ForwardDiff = "0.10.3"
+ForwardDiff = "0.10.25"
+LogDensityProblems = "2.1.1"
+Optimisers = "0.2.16"
 ProgressMeter = "1.0.0"
 Requires = "0.5, 1.0"
+ReverseDiff = "1.14"
 StatsBase = "0.32, 0.33, 0.34"
 StatsFuns = "0.8, 0.9, 1"
-Tracker = "0.2.3"
 julia = "1.6"
 
 [extras]
+Enzyme = "7da242da-08ed-463a-9acd-ee780be4f1d9"
+ForwardDiff = "f6369f11-7733-5829-9624-2563aa707210"
 Pkg = "44cfe95a-1eb2-52ea-b672-e2afdf69b78f"
+ReverseDiff = "37e2e3b7-166d-5795-8a7a-e32c996b4267"
 Test = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
+Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f"
 
 [targets]
 test = ["Pkg", "Test"]