TCS Alignment Toolbox Metric Learning

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"

Лицензия

Лицензия

Группа

Группа

de.cit-ec.tcs.alignment
Идентификатор

Идентификатор

learning
Последняя версия

Последняя версия

3.1.1
Дата

Дата

Тип

Тип

jar
Описание

Описание

TCS Alignment Toolbox Metric Learning
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"
Ссылка на сайт

Ссылка на сайт

http://openresearch.cit-ec.de/projects/tcs
Система контроля версий

Система контроля версий

http://openresearch.cit-ec.de/projects/tcs/repository

Скачать learning

Как подключить последнюю версию

<!-- https://jarcasting.com/artifacts/de.cit-ec.tcs.alignment/learning/ -->
<dependency>
    <groupId>de.cit-ec.tcs.alignment</groupId>
    <artifactId>learning</artifactId>
    <version>3.1.1</version>
</dependency>
// https://jarcasting.com/artifacts/de.cit-ec.tcs.alignment/learning/
implementation 'de.cit-ec.tcs.alignment:learning:3.1.1'
// https://jarcasting.com/artifacts/de.cit-ec.tcs.alignment/learning/
implementation ("de.cit-ec.tcs.alignment:learning:3.1.1")
'de.cit-ec.tcs.alignment:learning:jar:3.1.1'
<dependency org="de.cit-ec.tcs.alignment" name="learning" rev="3.1.1">
  <artifact name="learning" type="jar" />
</dependency>
@Grapes(
@Grab(group='de.cit-ec.tcs.alignment', module='learning', version='3.1.1')
)
libraryDependencies += "de.cit-ec.tcs.alignment" % "learning" % "3.1.1"
[de.cit-ec.tcs.alignment/learning "3.1.1"]

Зависимости

compile (1)

Идентификатор библиотеки Тип Версия
de.cit-ec.tcs.alignment : algorithms jar 3.1.1

test (4)

Идентификатор библиотеки Тип Версия
de.cit-ec.tcs.alignment : comparators-lib jar 3.1.1
de.cit-ec.tcs.alignment : algorithms-lib jar 3.1.1
de.cit-ec.tcs.alignment : primitives jar 3.1.1
junit : junit jar 4.10

Модули Проекта

Данный проект не имеет модулей.

Версии библиотеки

Версия
3.1.1
3.1.0
3.0.1
3.0.0
2.1.2
2.1.1
2.1.0