Prepare for release.

Author: sinshu

CHANGELOG.md

@@ -1,3 +1,8 @@
+# v1.0.5
+
+* Removed the `IDistance` interface and added the `Distance` delegate (breaking).
+* Added `EarthMoversDistance`.
+
 # v1.0.4
 
 * Added `Special.GetMemoryFromUnmanagedPointer` to support matrices backed by unmanaged memory.

NumFlat/NumFlat.csproj

@@ -8,7 +8,7 @@
     <GenerateDocumentationFile>True</GenerateDocumentationFile>
     <GeneratePackageOnBuild>True</GeneratePackageOnBuild>
     <Title>NumFlat</Title>
-    <Version>1.0.4</Version>
+    <Version>1.0.5</Version>
     <Authors>Nobuaki Tanaka</Authors>
     <Description>A numerical computation library for C#</Description>
     <PackageProjectUrl>https://github.com/sinshu/numflat</PackageProjectUrl>

README.md

@@ -697,6 +697,7 @@ Matrix 3x3-Double
     - ✅ Gaussian
     - ✅ Diagonal Gaussian
     - ⬜ Other distributions
+    - ✅ Earth mover's distance
 * 🚧 Clustering
     - ✅ k-means
     - ✅ GMM (gaussian mixture model)