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@@ -4,7 +4,7 @@ NetLogo extension for DBSCAN clustering algorithm
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The extension allows you to perform unsupervised density-based clustering of turtles/agents and patches based on specified variables or by proximity. The main advantage over supervised algorithms such as K-Means is that it is not necessary to specify the number of resulting clusters in advance.
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This extension supports all versions of [NetLogo](https://ccl.northwestern.edu/netlogo/) from 5 onwards. This version (0.5) is focused on Netlogo 7.
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Versions of this extension for NetLogo version 5 up to version 6.4 are provided in the repository branch v6.1 (including code examples). This Readme covers aspects specific to the latest extension version.
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Versions of this extension (all versions up to 0.4) for NetLogo versions 5 up to version 6.4 are provided in the repository [branch v6.1](https://github.com/chrfrantz/NetLogo-Extension-DBSCAN/tree/v6.1) (including code examples). This Readme covers aspects specific to the latest extension version.
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The feature set of the extension varies depending on the NetLogo version, with full feature support since NetLogo 6 onwards (see details below).
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For more comprehensive examples for the feature set, try out the demo provided as part of the extension under [demo/dbscan-clustering-demo-v7.nlogox](https://github.com/chrfrantz/NetLogo-Extension-DBSCAN/blob/master/demo/dbscan-clustering-demo-v7.nlogox).
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Demo models for NetLogo versions 5 and 6 are provided alongside versions 0.4 of the extension (see repository branch v6.1).
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Demo models for NetLogo versions 5 and 6 are provided alongside versions 0.4 of the extension (see repository [branch v6.1](https://github.com/chrfrantz/NetLogo-Extension-DBSCAN/tree/v6.1)).
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Clustering agents by location should produce the following output (in this example the cluster centroid is shown as a coloured patch).
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* Simply run `mvn clean package` in the repository directory.
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* For older NetLogo versions, please consult the Readme in branch v6.1 (it also covers installation aspects related to Netlogo version 5).
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* For older NetLogo versions, please consult the [Readme in branch v6.1](https://github.com/chrfrantz/NetLogo-Extension-DBSCAN/tree/v6.1#readme) (it also covers installation aspects related to Netlogo version 5).
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In addition, you will need to build the [DBSCAN repository](https://github.com/chrfrantz/DBSCAN.git) (Command: `mvn package`) which contains the underlying DBSCAN algorithm. Place both jar files in the extensions subfolder `dbscan` (following the structure described under Variant 2). Note that all builds have been primarily tested using Java 11.
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