learning
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components
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- DependenciesDependencies
<dependency> <groupId>de.cit-ec.tcs.alignment</groupId> <artifactId>learning</artifactId> <version>3.1.1</version> </dependency>
<?xml version="1.0" encoding="UTF-8"?> <!-- TCS Alignment Toolbox Version 3 Copyright (C) 2016-2018 Benjamin Paaßen AG Theoretical Computer Science Centre of Excellence Cognitive Interaction Technology (CITEC) University of Bielefeld This program is free software: you can redistribute it and/or modify it under the terms of the GNU Affero General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version. This program is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Affero General Public License for more details. You should have received a copy of the GNU Affero General Public License along with this program. If not, see <http://www.gnu.org/licenses/>. --> <project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd"> <modelVersion>4.0.0</modelVersion> <groupId>de.cit-ec.tcs.alignment</groupId> <artifactId>learning</artifactId> <packaging>jar</packaging> <name>TCS Alignment Toolbox Metric Learning</name> <description>This module is a custom implementation of the Large Margin Nearest Neighbor classification scheme of Weinberger, Saul, et al. (2009). It contains an implementation of the k-nearest neighbor and LMNN classifier as well as (most importantly) gradient calculation schemes on the LMNN cost function given a sequential data set and a user-choice of alignment algorithm. This enables users to learn parameters of the alignment distance in question using a gradient descent on the LMNN cost function. More information on this approach can be found in the Masters Thesis "Adaptive Affine Sequence Alignment Using Algebraic Dynamic Programming" </description> <url>http://openresearch.cit-ec.de/projects/tcs</url> <parent> <groupId>de.cit-ec.tcs</groupId> <artifactId>alignment</artifactId> <version>3.1.1</version> <relativePath>../../pom.xml</relativePath> </parent> <licenses> <license> <name>The GNU Affero General Public License, Version 3</name> <url>https://gnu.org/licenses/agpl.html</url> </license> </licenses> <developers> <developer> <name>Benjamin Paaßen</name> <email>bpaassen@techfak.uni-bielefeld.de</email> <organization>Centre of Excellence - Cognitive Interaction Technology (CITEC), Faculty of Technology, Bielefeld University</organization> <organizationUrl>https://www.cit-ec.de/</organizationUrl> </developer> </developers> <scm> <connection>scm:git:https://opensource.cit-ec.de/git/tcs.tcs-alignment</connection> <developerConnection>scm:git:https://opensource.cit-ec.de/git/tcs.tcs-alignment</developerConnection> <url>http://openresearch.cit-ec.de/projects/tcs/repository</url> </scm> <properties> <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding> <maven.compiler.source>1.7</maven.compiler.source> <maven.compiler.target>1.7</maven.compiler.target> <netbeans.hint.license>agpl_license_header</netbeans.hint.license> </properties> <dependencies> <dependency> <groupId>${project.groupId}</groupId> <artifactId>algorithms</artifactId> <version>${project.version}</version> <scope>compile</scope> </dependency> <dependency> <groupId>${project.groupId}</groupId> <artifactId>comparators-lib</artifactId> <version>${project.version}</version> <scope>test</scope> </dependency> <dependency> <groupId>${project.groupId}</groupId> <artifactId>algorithms-lib</artifactId> <version>${project.version}</version> <scope>test</scope> </dependency> <dependency> <groupId>${project.groupId}</groupId> <artifactId>primitives</artifactId> <version>${project.version}</version> <scope>test</scope> </dependency> <dependency> <groupId>junit</groupId> <artifactId>junit</artifactId> <version>4.10</version> <scope>test</scope> </dependency> </dependencies> <distributionManagement> <snapshotRepository> <id>ossrh</id> <url>https://oss.sonatype.org/content/repositories/snapshots</url> </snapshotRepository> </distributionManagement> <!-- Default build properties --> <build> <plugins> <plugin> <groupId>org.apache.maven.plugins</groupId> <artifactId>maven-compiler-plugin</artifactId> <version>3.5.1</version> <configuration> <source>1.7</source> <target>1.7</target> </configuration> </plugin> <!-- javadoc plugin for javadoc generation without Netbeans --> <plugin> <groupId>org.apache.maven.plugins</groupId> <artifactId>maven-javadoc-plugin</artifactId> <version>2.10.3</version> <configuration> <bottom>Copyright (C) 2016 Benjamin Paaßen, AG Theoretical Computer Science, Centre of Excellence Cognitive Interaction Technology (CITEC), University of Bielefeld, licensed under the AGPL v. 3: http://openresearch.cit-ec.de/projects/tcs . This documentation is licensed under the conditions of CC-BY-SA 4.0: https://creativecommons.org/licenses/by-sa/4.0/</bottom> </configuration> </plugin> </plugins> </build> <profiles> <!-- This is a special profile for deploying a version, which generates everything the mvn central repository requires. For all non-deploying builds this is irrelevant. --> <profile> <id>release</id> <build> <plugins> <!-- Nexus Staging Plugin for Deploying to central repository --> <plugin> <groupId>org.sonatype.plugins</groupId> <artifactId>nexus-staging-maven-plugin</artifactId> <version>1.6.3</version> <extensions>true</extensions> <configuration> <serverId>ossrh</serverId> <nexusUrl>https://oss.sonatype.org/</nexusUrl> <autoReleaseAfterClose>true</autoReleaseAfterClose> </configuration> </plugin> <!-- Maven Source Plugin for generating a jar containing all sources. This is required by the maven central repository. --> <plugin> <groupId>org.apache.maven.plugins</groupId> <artifactId>maven-source-plugin</artifactId> <version>2.2.1</version> <executions> <execution> <id>attach-sources</id> <goals> <goal>jar-no-fork</goal> </goals> </execution> </executions> </plugin> <!-- Maven Javadoc Plugin for generating a jar containing all javadoc. This is required by the maven central repository. --> <plugin> <groupId>org.apache.maven.plugins</groupId> <artifactId>maven-javadoc-plugin</artifactId> <version>2.9.1</version> <executions> <execution> <id>attach-javadocs</id> <goals> <goal>jar</goal> </goals> </execution> </executions> </plugin> <!-- Maven PGP Plugin for generating a pgp signature of the project. This is required by the maven central repository. --> <plugin> <groupId>org.apache.maven.plugins</groupId> <artifactId>maven-gpg-plugin</artifactId> <version>1.5</version> <executions> <execution> <id>sign-artifacts</id> <phase>verify</phase> <goals> <goal>sign</goal> </goals> </execution> </executions> </plugin> </plugins> </build> </profile> </profiles> </project>