Add matern kernel (#19)

* Start on new abstraction

* Start rewrite test files for easier spot testing, add matern file

* Add matern kernel, rewrite things in terms of distributions

* Start implementing MvTDist

* Forgot main file

* Move dimension handing to base functions

* More steps towards MvTDist

* Use undocumented MvTDist

* Improve tests

* Fix tests for matern kernel

* Remove SpecialFunctions again

* Adjust squared exponential to new format

* Some cleanup

* Add compat entries

* Fix base tests

* Fix test script

* Small fix

* More test fixes

* Remove obsolte fallback

* Bump project version

* Add preview and cleanup job

Author: Crown421

.github/workflows/DocsPreviewCleanup.yml

@@ -0,0 +1,33 @@
+name: Doc Preview Cleanup
+
+on:
+  pull_request:
+    types: [closed]
+
+# Ensure that only one "Doc Preview Cleanup" workflow is force pushing at a time
+concurrency:
+  group: doc-preview-cleanup
+  cancel-in-progress: false
+
+jobs:
+  doc-preview-cleanup:
+    runs-on: ubuntu-latest
+    permissions:
+      contents: write
+    steps:
+      - name: Checkout gh-pages branch
+        uses: actions/checkout@v4
+        with:
+          ref: gh-pages
+      - name: Delete preview and history + push changes
+        run: |
+          if [ -d "${preview_dir}" ]; then
+              git config user.name "Documenter.jl"
+              git config user.email "[email protected]"
+              git rm -rf "${preview_dir}"
+              git commit -m "delete preview"
+              git branch gh-pages-new $(echo "delete history" | git commit-tree HEAD^{tree})
+              git push --force origin gh-pages-new:gh-pages
+          fi
+        env:
+          preview_dir: previews/PR${{ github.event.number }}

Project.toml

@@ -1,6 +1,6 @@
 name = "KernelSpectralDensities"
 uuid = "027d52a2-76e5-4228-9bfe-bc7e0f5a8348"
-version = "0.1.0"
+version = "0.2.0"
 
 [deps]
 Distributions = "31c24e10-a181-5473-b8eb-7969acd0382f"

docs/make.jl

@@ -24,5 +24,7 @@ makedocs(;
 )
 
 deploydocs(;
-    repo="github.com/JuliaGaussianProcesses/KernelSpectralDensities.jl", devbranch="main"
+    repo="github.com/JuliaGaussianProcesses/KernelSpectralDensities.jl", 
+    devbranch="main",
+    push_preview = true
 )