com.kotlinnlp:hanclassifier

HANClassifier is a very simple to use text classifier which uses the Hierarchical Attention Networks (HAN) from the SimpleDNN library.

License	Apache License, Version 2.0
Categories	Kotlin Languages
GroupId	com.kotlinnlp
ArtifactId	hanclassifier
Last Version	0.6.5
Release Date	Jun 16, 2020
Type	jar
Description	com.kotlinnlp:hanclassifier HANClassifier is a very simple to use text classifier which uses the Hierarchical Attention Networks (HAN) from the SimpleDNN library.
Project URL	http://github.com/kotlinnlp/hanclassifier
Source Code Management	http://github.com/kotlinnlp/hanclassifier/tree/master

Download hanclassifier

Filename	Size
hanclassifier-0.6.5.pom
hanclassifier-0.6.5.jar	68 KB
hanclassifier-0.6.5-sources.jar	21 KB
hanclassifier-0.6.5-javadoc.jar	78 KB

How to add to project

Apache Maven

<!-- https://jarcasting.com/artifacts/com.kotlinnlp/hanclassifier/ -->
<dependency>
    <groupId>com.kotlinnlp</groupId>
    <artifactId>hanclassifier</artifactId>
    <version>0.6.5</version>
</dependency>

Gradle Groovy

// https://jarcasting.com/artifacts/com.kotlinnlp/hanclassifier/
implementation 'com.kotlinnlp:hanclassifier:0.6.5'

Gradle Kotlin

// https://jarcasting.com/artifacts/com.kotlinnlp/hanclassifier/
implementation ("com.kotlinnlp:hanclassifier:0.6.5")

Apache Buildr

'com.kotlinnlp:hanclassifier:jar:0.6.5'

Apache Ivy

<dependency org="com.kotlinnlp" name="hanclassifier" rev="0.6.5">
  <artifact name="hanclassifier" type="jar" />
</dependency>

Groovy Grape

@Grapes(
@Grab(group='com.kotlinnlp', module='hanclassifier', version='0.6.5')
)

Scala SBT

libraryDependencies += "com.kotlinnlp" % "hanclassifier" % "0.6.5"

Leiningen

[com.kotlinnlp/hanclassifier "0.6.5"]

Dependencies

compile (4)

Group / Artifact	Type	Version
org.jetbrains.kotlin : kotlin-stdlib-jdk8	jar	1.3.31
org.jetbrains.kotlin : kotlin-reflect	jar	1.3.31
com.beust : klaxon	jar	5.2
com.kotlinnlp : tokensencoder	jar	0.5.4

Project Modules

There are no modules declared in this project.

HANClassifier

HANClassifier is a very simple to use text classifier which uses the Hierarchical Attention Networks (HAN) from the SimpleDNN library.

HANClassifier is part of KotlinNLP.

Getting Started

Import with Maven

<dependency>
    <groupId>com.kotlinnlp</groupId>
    <artifactId>hanclassifier</artifactId>
    <version>0.6.5</version>
</dependency>

Examples

Try some examples of usage of HANClassifier running the files in the examples folder.

To run the examples you need datasets of test and training that you can find here

Model Serialization

The trained model is all contained into a single class which provides simple dump() and load() methods to serialize it and afterwards load it.

License

This software is released under the terms of the Mozilla Public License, v. 2.0

Contributions

We greatly appreciate any bug reports and contributions, which can be made by filing an issue or making a pull request through the github page.

Versions

Version
0.6.5 Jun 16, 2020
0.6.4 Dec 13, 2019
0.6.3 May 30, 2019
0.6.2 Apr 1, 2019
0.6.1 Mar 4, 2019
0.6.0 Feb 7, 2019
0.5.0 Jan 18, 2019
0.4.0 Oct 8, 2018
0.3.0 Jul 21, 2018
0.2.1 Jun 15, 2018
0.2.0 Jun 15, 2018
0.1.0 Jan 8, 2018