Add article on using (balanced) mutual nearest neighbors

jlmelville · Dec 25, 2024 · 988f827 · 988f827
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diff --git a/_pkgdown.yml b/_pkgdown.yml
@@ -26,6 +26,7 @@ articles:
   - articles/nearest-neighbors-format
   - articles/hnsw-umap
   - articles/rnndescent-umap
+  - articles/mutual-nearest-neighbors
 - title: Articles
   desc: More details on some of what `uwot` can do.
   contents:

diff --git a/vignettes/articles/.gitignore b/vignettes/articles/.gitignore
@@ -0,0 +1,2 @@
+*.html
+*.R
diff --git a/vignettes/articles/img/bmnn/cifar10-bmnn_15_5.png b/vignettes/articles/img/bmnn/cifar10-bmnn_15_5.png
diff --git a/vignettes/articles/img/bmnn/cifar10-knn_15.png b/vignettes/articles/img/bmnn/cifar10-knn_15.png
diff --git a/vignettes/articles/img/bmnn/coil100-bmnn_15_5.png b/vignettes/articles/img/bmnn/coil100-bmnn_15_5.png
diff --git a/vignettes/articles/img/bmnn/coil100-knn_15.png b/vignettes/articles/img/bmnn/coil100-knn_15.png
diff --git a/vignettes/articles/img/bmnn/coil20-bmnn_15_5.png b/vignettes/articles/img/bmnn/coil20-bmnn_15_5.png
diff --git a/vignettes/articles/img/bmnn/coil20-knn_15.png b/vignettes/articles/img/bmnn/coil20-knn_15.png
diff --git a/vignettes/articles/img/bmnn/fashion-bmnn_15_2.png b/vignettes/articles/img/bmnn/fashion-bmnn_15_2.png
diff --git a/vignettes/articles/img/bmnn/fashion-bmnn_15_5.png b/vignettes/articles/img/bmnn/fashion-bmnn_15_5.png
diff --git a/vignettes/articles/img/bmnn/fashion-knn_15.png b/vignettes/articles/img/bmnn/fashion-knn_15.png
diff --git a/vignettes/articles/img/bmnn/macosko2015-bmnn_15_5.png b/vignettes/articles/img/bmnn/macosko2015-bmnn_15_5.png
diff --git a/vignettes/articles/img/bmnn/macosko2015-kbmnn_15_5.png b/vignettes/articles/img/bmnn/macosko2015-kbmnn_15_5.png
diff --git a/vignettes/articles/img/bmnn/macosko2015-knn_15.png b/vignettes/articles/img/bmnn/macosko2015-knn_15.png
diff --git a/vignettes/articles/img/bmnn/macosko2015pca100-bmnn_15_5.png b/vignettes/articles/img/bmnn/macosko2015pca100-bmnn_15_5.png
diff --git a/vignettes/articles/img/bmnn/macosko2015pca100-knn_15.png b/vignettes/articles/img/bmnn/macosko2015pca100-knn_15.png
diff --git a/vignettes/articles/img/bmnn/mnist-bmnn_15_2.png b/vignettes/articles/img/bmnn/mnist-bmnn_15_2.png
diff --git a/vignettes/articles/img/bmnn/mnist-bmnn_15_5.png b/vignettes/articles/img/bmnn/mnist-bmnn_15_5.png
diff --git a/vignettes/articles/img/bmnn/mnist-knn_15.png b/vignettes/articles/img/bmnn/mnist-knn_15.png
diff --git a/vignettes/articles/img/bmnn/ng20-bmnn_15_5.png b/vignettes/articles/img/bmnn/ng20-bmnn_15_5.png
diff --git a/vignettes/articles/img/bmnn/ng20-knn_15.png b/vignettes/articles/img/bmnn/ng20-knn_15.png
diff --git a/vignettes/articles/img/bmnn/norb-bmnn_15_5.png b/vignettes/articles/img/bmnn/norb-bmnn_15_5.png
diff --git a/vignettes/articles/img/bmnn/norb-knn_15.png b/vignettes/articles/img/bmnn/norb-knn_15.png
diff --git a/vignettes/articles/mutual-nearest-neighbors.Rmd b/vignettes/articles/mutual-nearest-neighbors.Rmd