Merge pull request #4 from felixlaplante/main

Update qmd, and images
computorg · Jan 4, 2025 · ab6ab6c · ab6ab6c
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diff --git a/README.md b/README.md
@@ -9,9 +9,9 @@ Authors:
 
 Spectral Bridges is a clustering algorithm that  builds upon the traditional k-means and spectral clustering frameworks by subdividing data into small Voronoi regions, which are subsequently merged according to a connectivity measure. Drawing inspiration from Support Vector Machine's margin concept, a non-parametric clustering approach is proposed, building an affinity margin between each pair of Voronoi regions. This approach is characterized by minimal hyperparameters and delineation of intricate, non-convex cluster structures. 
 
-The Spectral Bridge algorithm is implemented both in 
+The Spectral Bridges algorithm is implemented both in 
 
-- Python: <https://pypi.org/project/spectral-bridges/>
+- Python: <https://pypi.org/project/spectral-bridges>
 - R: <https://github.com/cambroise/spectral-bridges-Rpackage>.
 
 [![SWH](https://archive.softwareheritage.org/badge/origin/https://github.com/computorg/published-202412-ambroise-spectral/)](https://archive.softwareheritage.org/browse/origin/?origin_url=https://github.com/computorg/published-202412-ambroise-spectral)

diff --git a/figures/GTumap.pdf b/figures/GTumap.pdf
diff --git a/figures/KMumap.pdf b/figures/KMumap.pdf
diff --git a/figures/SBumap.pdf b/figures/SBumap.pdf
diff --git a/figures/cancer_summary.pdf b/figures/cancer_summary.pdf
diff --git a/figures/clean_impossible.pdf b/figures/clean_impossible.pdf
diff --git a/figures/gaussian_noise_impossible.pdf b/figures/gaussian_noise_impossible.pdf
diff --git a/figures/nodes_vs_score.pdf b/figures/nodes_vs_score.pdf
diff --git a/figures/nodes_vs_time.pdf b/figures/nodes_vs_time.pdf
diff --git a/figures/size_vs_time.pdf b/figures/size_vs_time.pdf
diff --git a/figures/synthetic_summary.pdf b/figures/synthetic_summary.pdf
diff --git a/figures/uniform_noise_impossible.pdf b/figures/uniform_noise_impossible.pdf
diff --git a/published-202412-ambroise-spectral.qmd b/published-202412-ambroise-spectral.qmd