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Posted to issues@commons.apache.org by "Thomas Neidhart (Created) (JIRA)" <ji...@apache.org> on 2012/02/18 19:17:59 UTC
[jira] [Created] (MATH-748) Additional Clustering Algorithms
Additional Clustering Algorithms
--------------------------------
Key: MATH-748
URL: https://issues.apache.org/jira/browse/MATH-748
Project: Commons Math
Issue Type: New Feature
Affects Versions: 3.1
Reporter: Thomas Neidhart
Priority: Minor
CM currently contains one clustering algorithm (k-means++), but I would like to see at least a few other standard algorithms like the following:
* HAC
* Fuzzy K-Means
* SOM
* OPTICS
I have already implementations for the first two ones and could contribute them quite easily. Data clustering does not really qualify as low-level math functions so its up to the community to decide whether we want to include also more machine learning related algorithms (also related to classification algos).
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[jira] [Updated] (MATH-748) Additional Clustering Algorithms
Posted by "Thomas Neidhart (JIRA)" <ji...@apache.org>.
[ https://issues.apache.org/jira/browse/MATH-748?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]
Thomas Neidhart updated MATH-748:
---------------------------------
Fix Version/s: 3.1
> Additional Clustering Algorithms
> --------------------------------
>
> Key: MATH-748
> URL: https://issues.apache.org/jira/browse/MATH-748
> Project: Commons Math
> Issue Type: New Feature
> Affects Versions: 3.1
> Reporter: Thomas Neidhart
> Priority: Minor
> Labels: clustering
> Fix For: 3.1
>
>
> CM currently contains one clustering algorithm (k-means++), but I would like to see at least a few other standard algorithms like the following:
> * HAC
> * Fuzzy K-Means
> * SOM
> * OPTICS
> I have already implementations for the first two ones and could contribute them quite easily. Data clustering does not really qualify as low-level math functions so its up to the community to decide whether we want to include also more machine learning related algorithms (also related to classification algos).
--
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[jira] [Commented] (MATH-748) Additional Clustering Algorithms
Posted by "Gilles (Commented) (JIRA)" <ji...@apache.org>.
[ https://issues.apache.org/jira/browse/MATH-748?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=13211065#comment-13211065 ]
Gilles commented on MATH-748:
-----------------------------
+1
> Additional Clustering Algorithms
> --------------------------------
>
> Key: MATH-748
> URL: https://issues.apache.org/jira/browse/MATH-748
> Project: Commons Math
> Issue Type: New Feature
> Affects Versions: 3.1
> Reporter: Thomas Neidhart
> Priority: Minor
> Labels: clustering
>
> CM currently contains one clustering algorithm (k-means++), but I would like to see at least a few other standard algorithms like the following:
> * HAC
> * Fuzzy K-Means
> * SOM
> * OPTICS
> I have already implementations for the first two ones and could contribute them quite easily. Data clustering does not really qualify as low-level math functions so its up to the community to decide whether we want to include also more machine learning related algorithms (also related to classification algos).
--
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[jira] [Updated] (MATH-748) Additional Clustering Algorithms
Posted by "Thomas Neidhart (JIRA)" <ji...@apache.org>.
[ https://issues.apache.org/jira/browse/MATH-748?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]
Thomas Neidhart updated MATH-748:
---------------------------------
Assignee: (was: Thomas Neidhart)
> Additional Clustering Algorithms
> --------------------------------
>
> Key: MATH-748
> URL: https://issues.apache.org/jira/browse/MATH-748
> Project: Commons Math
> Issue Type: New Feature
> Affects Versions: 3.1
> Reporter: Thomas Neidhart
> Priority: Minor
> Labels: clustering
> Fix For: 3.2
>
> Attachments: MATH-748.txt
>
>
> CM currently contains one clustering algorithm (k-means++), but I would like to see at least a few other standard algorithms like the following:
> * HAC
> * Fuzzy K-Means
> * SOM
> * OPTICS
> I have already implementations for the first two ones and could contribute them quite easily. Data clustering does not really qualify as low-level math functions so its up to the community to decide whether we want to include also more machine learning related algorithms (also related to classification algos).
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[jira] [Updated] (MATH-748) Additional Clustering Algorithms
Posted by "Thomas Neidhart (JIRA)" <ji...@apache.org>.
[ https://issues.apache.org/jira/browse/MATH-748?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]
Thomas Neidhart updated MATH-748:
---------------------------------
Fix Version/s: (was: 3.1)
3.2
> Additional Clustering Algorithms
> --------------------------------
>
> Key: MATH-748
> URL: https://issues.apache.org/jira/browse/MATH-748
> Project: Commons Math
> Issue Type: New Feature
> Affects Versions: 3.1
> Reporter: Thomas Neidhart
> Assignee: Thomas Neidhart
> Priority: Minor
> Labels: clustering
> Fix For: 3.2
>
>
> CM currently contains one clustering algorithm (k-means++), but I would like to see at least a few other standard algorithms like the following:
> * HAC
> * Fuzzy K-Means
> * SOM
> * OPTICS
> I have already implementations for the first two ones and could contribute them quite easily. Data clustering does not really qualify as low-level math functions so its up to the community to decide whether we want to include also more machine learning related algorithms (also related to classification algos).
--
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[jira] [Updated] (MATH-748) Additional Clustering Algorithms
Posted by "Thomas Neidhart (JIRA)" <ji...@apache.org>.
[ https://issues.apache.org/jira/browse/MATH-748?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]
Thomas Neidhart updated MATH-748:
---------------------------------
Attachment: (was: MATH-748.txt)
> Additional Clustering Algorithms
> --------------------------------
>
> Key: MATH-748
> URL: https://issues.apache.org/jira/browse/MATH-748
> Project: Commons Math
> Issue Type: New Feature
> Affects Versions: 3.1
> Reporter: Thomas Neidhart
> Priority: Minor
> Labels: clustering
> Fix For: 3.2
>
>
> CM currently contains one clustering algorithm (k-means++), but I would like to see at least a few other standard algorithms like the following:
> * HAC
> * Fuzzy K-Means
> * SOM
> * OPTICS
> I have already implementations for the first two ones and could contribute them quite easily. Data clustering does not really qualify as low-level math functions so its up to the community to decide whether we want to include also more machine learning related algorithms (also related to classification algos).
--
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[jira] [Commented] (MATH-748) Additional Clustering Algorithms
Posted by "Thomas Neidhart (JIRA)" <ji...@apache.org>.
[ https://issues.apache.org/jira/browse/MATH-748?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=13497340#comment-13497340 ]
Thomas Neidhart commented on MATH-748:
--------------------------------------
Hi Reid,
great, thanks for the contribution.
I think it is better to create a sub-task for each algorithm, so we can better keep track of the additions.
Could you re-attach the patch to the new sub-task?
Thanks,
Thomas
> Additional Clustering Algorithms
> --------------------------------
>
> Key: MATH-748
> URL: https://issues.apache.org/jira/browse/MATH-748
> Project: Commons Math
> Issue Type: New Feature
> Affects Versions: 3.1
> Reporter: Thomas Neidhart
> Assignee: Thomas Neidhart
> Priority: Minor
> Labels: clustering
> Fix For: 3.2
>
> Attachments: MATH-748.txt
>
>
> CM currently contains one clustering algorithm (k-means++), but I would like to see at least a few other standard algorithms like the following:
> * HAC
> * Fuzzy K-Means
> * SOM
> * OPTICS
> I have already implementations for the first two ones and could contribute them quite easily. Data clustering does not really qualify as low-level math functions so its up to the community to decide whether we want to include also more machine learning related algorithms (also related to classification algos).
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[jira] [Updated] (MATH-748) Additional Clustering Algorithms
Posted by "Reid Hochstedler (JIRA)" <ji...@apache.org>.
[ https://issues.apache.org/jira/browse/MATH-748?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]
Reid Hochstedler updated MATH-748:
----------------------------------
Attachment: MATH-748.txt
DBSCAN clustering
> Additional Clustering Algorithms
> --------------------------------
>
> Key: MATH-748
> URL: https://issues.apache.org/jira/browse/MATH-748
> Project: Commons Math
> Issue Type: New Feature
> Affects Versions: 3.1
> Reporter: Thomas Neidhart
> Assignee: Thomas Neidhart
> Priority: Minor
> Labels: clustering
> Fix For: 3.2
>
> Attachments: MATH-748.txt
>
>
> CM currently contains one clustering algorithm (k-means++), but I would like to see at least a few other standard algorithms like the following:
> * HAC
> * Fuzzy K-Means
> * SOM
> * OPTICS
> I have already implementations for the first two ones and could contribute them quite easily. Data clustering does not really qualify as low-level math functions so its up to the community to decide whether we want to include also more machine learning related algorithms (also related to classification algos).
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