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jrpt from group de.jungblut.jrpt (version 0.1)

Approximate nearest neighbour containers for Java.

Group: de.jungblut.jrpt Artifact: jrpt
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4 downloads
Artifact jrpt
Group de.jungblut.jrpt
Version 0.1
Last update 17. May 2016
Organization not specified
URL https://github.com/thomasjungblut/JRPT
License Apache 2
Dependencies amount 9
Dependencies log4j-api, log4j-core, commons-logging, guava, trove4j, junit, commons-math3, hadoop-common, tjungblut-math,
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nearest-neighbour from group org.openimaj (version 1.3.10)

Implementations of K-Nearest-Neighbour methods, including approximate methods.

Group: org.openimaj Artifact: nearest-neighbour
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8 downloads
Artifact nearest-neighbour
Group org.openimaj
Version 1.3.10
Last update 09. February 2020
Organization not specified
URL Not specified
License not specified
Dependencies amount 2
Dependencies core-math, core-feature,
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uima-contextualizer from group fr.univ-nantes.julestar (version 1.1)

A UIMA Analysis Engine that associates annotations with their neighbour annotations

Group: fr.univ-nantes.julestar Artifact: uima-contextualizer
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0 downloads
Artifact uima-contextualizer
Group fr.univ-nantes.julestar
Version 1.1
Last update 27. January 2016
Organization not specified
URL https://github.com/JuleStar/uima-contextualizer
License The Apache License, Version 2.0
Dependencies amount 2
Dependencies uimafit-core, uimaj-core,
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small-world from group com.github.roklenarcic (version 1.1)

A library for finding nearest neighbour in a small dataset

Group: com.github.roklenarcic Artifact: small-world
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0 downloads
Artifact small-world
Group com.github.roklenarcic
Version 1.1
Last update 05. September 2015
Organization not specified
URL https://github.com/RokLenarcic/SmallWorld
License The GNU Lesser General Public License, version 3.0
Dependencies amount 0
Dependencies No dependencies
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hnswlib-parent-pom from group com.github.jelmerk (version 1.1.0)

Fast approximative nearest neighbour search using the HNSW algorithm

Group: com.github.jelmerk Artifact: hnswlib-parent-pom
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0 downloads
Artifact hnswlib-parent-pom
Group com.github.jelmerk
Version 1.1.0
Last update 30. December 2022
Organization not specified
URL https://github.com/jelmerk/hnswlib
License The Apache Software License, Version 2.0
Dependencies amount 0
Dependencies No dependencies
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supervisedAttributeScaling from group nz.ac.waikato.cms.weka (version 1.0.2)

Package containing a class that rescales the attributes in a classification problem based on their discriminative power. This is useful as a pre-processing step for learning algorithms such as the k-nearest-neighbour method, to replace simple normalization. Each attribute is rescaled by multiplying it with a learned weight. All attributes excluding the class are assumed to be numeric and missing values are not permitted. To achieve the rescaling, this package also contains an implementation of non-negative logistic regression, which produces a logistic regression model with non-negative weights .

Group: nz.ac.waikato.cms.weka Artifact: supervisedAttributeScaling
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1 downloads
Artifact supervisedAttributeScaling
Group nz.ac.waikato.cms.weka
Version 1.0.2
Last update 30. October 2018
Organization University of Waikato, Hamilton, NZ
URL http://weka.sourceforge.net/doc.packages/supervisedAttributeScaling
License GNU General Public License 3
Dependencies amount 1
Dependencies weka-dev,
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openimaj from group org.openimaj (version 1.3.10)

OpenIMAJ (Open Intelligent Multimedia in Java) is a collection of libraries and tools for multimedia analysis written in the Java programming language. OpenIMAJ intends to be the first truly complete multimedia analysis library and contains modules for analysing images, videos, text, audio and even webpages. The OpenIMAJ image and video analysis and feature extraction modules contain methods for processing visual content and extracting state-of-the-art features, including SIFT. The OpenIMAJ clustering and nearest-neighbour libraries contain efficient, multi-threaded implementations of clustering algorithms including Hierarchical K-Means and Approximate K-Means. The clustering library makes it possible to easily create visual-bag-of-words representations for images and video with very large vocabularies. The text-analysis modules contain implementations of a statistical language classifier and low-level processing pipeline. A number of modules deal with content creation, including interactive slideshows and animations. The hardware integration modules allow cross-platform integration with devices including webcams, the Microsoft Kinect, and even devices such as GPS's. OpenIMAJ also incorporates a number of tools to enable extremely-large-scale multimedia analysis using a distributed computing approach based on Apache Hadoop.

Group: org.openimaj Artifact: openimaj
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0 downloads
Artifact openimaj
Group org.openimaj
Version 1.3.10
Last update 09. February 2020
Organization The University of Southampton
URL http://www.openimaj.org
License New BSD
Dependencies amount 0
Dependencies No dependencies
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