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@KosRud
KosRud authored Dec 6, 2022
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Expand Up @@ -27,10 +27,10 @@ The folder [node-notebook](./node-notebook) contains a [Node.js REPL](https://ma
## Screenshots

<div style="display:flex">
<img src="https://user-images.githubusercontent.com/36504423/202903483-30bd083e-47a2-4807-b110-6ff55ac4fd54.png" width="450">
<img src="https://user-images.githubusercontent.com/36504423/202916137-e31150f7-1dda-4a9a-8ccf-d9f7b2fab270.png" width="450">
<img src="https://user-images.githubusercontent.com/36504423/202916821-1257fccf-c312-4e39-9fd6-b3a1ec2ee728.png" width="450">
<img src="https://user-images.githubusercontent.com/36504423/202917046-b26856c2-d456-4c04-93f4-0e0df29b0dcd.png" width="450">
<img src="https://user-images.githubusercontent.com/36504423/202903483-30bd083e-47a2-4807-b110-6ff55ac4fd54.png" width="400">
<img src="https://user-images.githubusercontent.com/36504423/202916137-e31150f7-1dda-4a9a-8ccf-d9f7b2fab270.png" width="400">
<img src="https://user-images.githubusercontent.com/36504423/202916821-1257fccf-c312-4e39-9fd6-b3a1ec2ee728.png" width="400">
<img src="https://user-images.githubusercontent.com/36504423/202917046-b26856c2-d456-4c04-93f4-0e0df29b0dcd.png" width="400">

<div>

Expand All @@ -42,31 +42,31 @@ The folder [node-notebook](./node-notebook) contains a [Node.js REPL](https://ma

<br><br>

<img src="https://raw.githubusercontent.com/KosRud/Material-Clustering-Benchmark/master/charts/Stop-condition_video-1.png" width="450">
<img src="https://raw.githubusercontent.com/KosRud/Material-Clustering-Benchmark/master/charts/Stop-condition_video-2.png" width="450">
<img src="https://raw.githubusercontent.com/KosRud/Material-Clustering-Benchmark/master/charts/Stop-condition_video-1.png" width="400">
<img src="https://raw.githubusercontent.com/KosRud/Material-Clustering-Benchmark/master/charts/Stop-condition_video-2.png" width="400">

<br><br>

#### Fixed Number of Iterations per Frame

<br><br>

<img src="https://raw.githubusercontent.com/KosRud/Material-Clustering-Benchmark/master/charts/Algorithm-convergence_video-1.png" width="450">
<img src="https://raw.githubusercontent.com/KosRud/Material-Clustering-Benchmark/master/charts/Algorithm-convergence_video-2.png" width="450">
<img src="https://raw.githubusercontent.com/KosRud/Material-Clustering-Benchmark/master/charts/Algorithm-convergence_video-1.png" width="400">
<img src="https://raw.githubusercontent.com/KosRud/Material-Clustering-Benchmark/master/charts/Algorithm-convergence_video-2.png" width="400">

<br><br><br><br>

<img src="https://github.com/KosRud/Material-Clustering-Benchmark/blob/master/charts/Algorithm-peak_video-1.png" width="450">
<img src="https://github.com/KosRud/Material-Clustering-Benchmark/blob/master/charts/Algorithm-peak_video-2.png" width="450">
<img src="https://github.com/KosRud/Material-Clustering-Benchmark/blob/master/charts/Algorithm-peak_video-1.png" width="400">
<img src="https://github.com/KosRud/Material-Clustering-Benchmark/blob/master/charts/Algorithm-peak_video-2.png" width="400">

<br><br>

### KHM: Parameter p

<br><br>

<img src="https://raw.githubusercontent.com/KosRud/Material-Clustering-Benchmark/master/charts/KHMp_video-1.png" width="450">
<img src="https://raw.githubusercontent.com/KosRud/Material-Clustering-Benchmark/master/charts/KHMp_video-2.png" width="450">
<img src="https://raw.githubusercontent.com/KosRud/Material-Clustering-Benchmark/master/charts/KHMp_video-1.png" width="400">
<img src="https://raw.githubusercontent.com/KosRud/Material-Clustering-Benchmark/master/charts/KHMp_video-2.png" width="400">

<br><br>

Expand All @@ -76,27 +76,27 @@ We used the value `p=2.5` for other benchmarks involving KHM

<br><br>

<img src="https://raw.githubusercontent.com/KosRud/Material-Clustering-Benchmark/master/charts/RS_KM-per-swap_video-1.png" width="450">
<img src="https://raw.githubusercontent.com/KosRud/Material-Clustering-Benchmark/master/charts/RS_KM-per-swap_video-2.png" width="450">
<img src="https://raw.githubusercontent.com/KosRud/Material-Clustering-Benchmark/master/charts/RS_KM-per-swap_video-1.png" width="400">
<img src="https://raw.githubusercontent.com/KosRud/Material-Clustering-Benchmark/master/charts/RS_KM-per-swap_video-2.png" width="400">

<br><br>

### Subsampling

<br><br>

<img src="https://raw.githubusercontent.com/KosRud/Material-Clustering-Benchmark/master/charts/Subsampling_video-1.png" width="450">
<img src="https://raw.githubusercontent.com/KosRud/Material-Clustering-Benchmark/master/charts/Subsampling_video-2.png" width="450">
<img src="https://raw.githubusercontent.com/KosRud/Material-Clustering-Benchmark/master/charts/Subsampling_video-1.png" width="400">
<img src="https://raw.githubusercontent.com/KosRud/Material-Clustering-Benchmark/master/charts/Subsampling_video-2.png" width="400">

<br><br>
Zoomed in sections:
<br><br>

<img src="https://raw.githubusercontent.com/KosRud/Material-Clustering-Benchmark/master/charts/Subsampling_video-1_zoom-1.png" width="450">
<img src="https://raw.githubusercontent.com/KosRud/Material-Clustering-Benchmark/master/charts/Subsampling_video-1_zoom-2.png" width="450">
<img src="https://raw.githubusercontent.com/KosRud/Material-Clustering-Benchmark/master/charts/Subsampling_video-1_zoom-1.png" width="400">
<img src="https://raw.githubusercontent.com/KosRud/Material-Clustering-Benchmark/master/charts/Subsampling_video-1_zoom-2.png" width="400">

<br><br>

<img src="https://raw.githubusercontent.com/KosRud/Material-Clustering-Benchmark/master/charts/Subsampling_video-2_zoom-1.png" width="450">
<img src="https://raw.githubusercontent.com/KosRud/Material-Clustering-Benchmark/master/charts/Subsampling_video-2_zoom-2.png" width="450">
<img src="https://raw.githubusercontent.com/KosRud/Material-Clustering-Benchmark/master/charts/Subsampling_video-2_zoom-1.png" width="400">
<img src="https://raw.githubusercontent.com/KosRud/Material-Clustering-Benchmark/master/charts/Subsampling_video-2_zoom-2.png" width="400">

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