Machine Learning

DKPro Lab - Core Platform

de.tudarmstadt.ukp.dkpro.lab : dkpro-lab-core

DKPro Lab is a lightweight framework for parameter sweeping experiments. It allows to set up experiments consisting of multiple interdependent tasks in a declarative manner with minimal overhead. Parameters are injected into tasks using via annotated class fields. Data produced by a task for any particular parameter configuration is stored and re-used whenever possible to avoid the needless recalculation of results. Reports can be attached to each task to post-process the experimental results and present them in a convenient manner, e.g. as tables or charts.

Last Version: 0.11.0

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JPMML model Kryo SerDe

org.jpmml : pmml-model-kryo

JPMML class model Kryo serializers and deserializers

Last Version: 1.6.3

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JPMML evaluator EclipseLink MOXy runtime

org.jpmml : pmml-evaluator-moxy

JPMML class model evaluator with EclipseLink MOXy runtime

Last Version: 1.6.3

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Siddhi Extension - MQTT Transport

io.siddhi.extension.io.mqtt : siddhi-io-mqtt

WSO2 is an open source application development software company focused on providing service-oriented architecture solutions for professional developers.

Last Version: 3.0.2

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dkpro-tc-ml

de.tudarmstadt.ukp.dkpro.tc : dkpro-tc-ml

DKPro TC is a UIMA-based text classification framework built on top of DKPro Core and DKPro Lab. It is intended to alleviate supervised machine learning experiments with any kind of textual data.

Last Version: 0.7.0

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Apps: Common

com.cloudera.oryx : oryx-app-common

Common code supporting all layers of apps in this project

Last Version: 2.8.0

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dkpro-tc-features-ngram

de.tudarmstadt.ukp.dkpro.tc : dkpro-tc-features-ngram

DKPro TC is a UIMA-based text classification framework built on top of DKPro Core and DKPro Lab. It is intended to alleviate supervised machine learning experiments with any kind of textual data.

Last Version: 0.7.0

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dkpro-similarity-algorithms-vsm-asl

org.dkpro.similarity : dkpro-similarity-algorithms-vsm-asl

DKPro Similarity is an open source framework for text similarity. Our goal is to provide a comprehensive repository of text similarity measures which are implemented using standardized interfaces. The framework is designed to complement DKPro Core, a collection of software components for natural language processing based on the Apache UIMA framework.

Last Version: 2.3.0

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dkpro-tc-evaluation

de.tudarmstadt.ukp.dkpro.tc : dkpro-tc-evaluation

DKPro TC is a UIMA-based text classification framework built on top of DKPro Core and DKPro Lab. It is intended to alleviate supervised machine learning experiments with any kind of textual data.

Last Version: 0.7.0

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dkpro-similarity-uima-api-asl

org.dkpro.similarity : dkpro-similarity-uima-api-asl

DKPro Similarity is an open source framework for text similarity. Our goal is to provide a comprehensive repository of text similarity measures which are implemented using standardized interfaces. The framework is designed to complement DKPro Core, a collection of software components for natural language processing based on the Apache UIMA framework.

Last Version: 2.3.0

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dkpro-tc-features

de.tudarmstadt.ukp.dkpro.tc : dkpro-tc-features

DKPro TC is a UIMA-based text classification framework built on top of DKPro Core and DKPro Lab. It is intended to alleviate supervised machine learning experiments with any kind of textual data.

Last Version: 0.7.0

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JPMML evaluator reporting

org.jpmml : pmml-evaluator-reporting

JPMML class model evaluator reporting

Last Version: 1.6.3

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ML

com.cloudera.oryx : oryx-ml

Framework supporting batch and speed components of machine learning applications following the lambda architecture

Last Version: 2.8.0

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Apps: API

com.cloudera.oryx : oryx-app-api

Developer APIs for apps provided in this project

Last Version: 2.8.0

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Kafka Utilities

com.cloudera.oryx : kafka-util

Kafka-related utility code

Last Version: 2.8.0

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dkpro-tc-features-spelling

de.tudarmstadt.ukp.dkpro.tc : dkpro-tc-features-spelling

DKPro TC is a UIMA-based text classification framework built on top of DKPro Core and DKPro Lab. It is intended to alleviate supervised machine learning experiments with any kind of textual data.

Last Version: 0.7.0

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dkpro-tc-features-pair

de.tudarmstadt.ukp.dkpro.tc : dkpro-tc-features-pair

DKPro TC is a UIMA-based text classification framework built on top of DKPro Core and DKPro Lab. It is intended to alleviate supervised machine learning experiments with any kind of textual data.

Last Version: 0.7.0

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Lambda

com.cloudera.oryx : oryx-lambda

Framework supporting batch and speed components of an application following the lambda architecture

Last Version: 2.8.0

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dkpro-similarity-algorithms-lexical-asl

org.dkpro.similarity : dkpro-similarity-algorithms-lexical-asl

DKPro Similarity is an open source framework for text similarity. Our goal is to provide a comprehensive repository of text similarity measures which are implemented using standardized interfaces. The framework is designed to complement DKPro Core, a collection of software components for natural language processing based on the Apache UIMA framework.

Last Version: 2.3.0

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dkpro-similarity-uima-io-asl

org.dkpro.similarity : dkpro-similarity-uima-io-asl

DKPro Similarity is an open source framework for text similarity. Our goal is to provide a comprehensive repository of text similarity measures which are implemented using standardized interfaces. The framework is designed to complement DKPro Core, a collection of software components for natural language processing based on the Apache UIMA framework.

Last Version: 2.3.0

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Last Version: 2.1.4.RELEASE

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dkpro-tc-ml-mallet

de.tudarmstadt.ukp.dkpro.tc : dkpro-tc-ml-mallet

Interface to the Mallet Machine Learning Toolkit

Last Version: 0.7.0

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JPMML LightGBM converter

org.jpmml : pmml-lightgbm

JPMML LightGBM to PMML converter

Last Version: 1.4.3

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Apps: Oryx

com.cloudera.oryx : oryx-app

Speed and batch components of machine learning applications built from algorithms implemented in this project

Last Version: 2.8.0

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Lambda Serving

com.cloudera.oryx : oryx-lambda-serving

Framework supporting serving components of an application following the lambda architecture

Last Version: 2.8.0

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Apps: Oryx (Serving)

com.cloudera.oryx : oryx-app-serving

Serving components of machine learning applications built from algorithms implemented in this project

Last Version: 2.8.0

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Apps: Spark MLlib

com.cloudera.oryx : oryx-app-mllib

Speed and batch components of machine learning applications built on Spark MLlib

Last Version: 2.8.0

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dkpro-tc-ml-liblinear

de.tudarmstadt.ukp.dkpro.tc : dkpro-tc-ml-liblinear

DKPro TC is a UIMA-based text classification framework built on top of DKPro Core and DKPro Lab. It is intended to alleviate supervised machine learning experiments with any kind of textual data.

Last Version: 0.7.0

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dkpro-tc-ml-svmhmm

de.tudarmstadt.ukp.dkpro.tc : dkpro-tc-ml-svmhmm

DKPro TC is a UIMA-based text classification framework built on top of DKPro Core and DKPro Lab. It is intended to alleviate supervised machine learning experiments with any kind of textual data.

Last Version: 0.7.0

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dkpro-tc-ml-crfsuite

de.tudarmstadt.ukp.dkpro.tc : dkpro-tc-ml-crfsuite

DKPro TC is a UIMA-based text classification framework built on top of DKPro Core and DKPro Lab. It is intended to alleviate supervised machine learning experiments with any kind of textual data.

Last Version: 0.7.0

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dkpro-tc-ml-weka

de.tudarmstadt.ukp.dkpro.tc : dkpro-tc-ml-weka

DKPro TC is a UIMA-based text classification framework built on top of DKPro Core and DKPro Lab. It is intended to alleviate supervised machine learning experiments with any kind of textual data.

Last Version: 0.7.0

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Last Version: 2.6.0

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DKPro Lab - UIMA Support

de.tudarmstadt.ukp.dkpro.lab : dkpro-lab-uima

DKPro Lab is a lightweight framework for parameter sweeping experiments. It allows to set up experiments consisting of multiple interdependent tasks in a declarative manner with minimal overhead. Parameters are injected into tasks using via annotated class fields. Data produced by a task for any particular parameter configuration is stored and re-used whenever possible to avoid the needless recalculation of results. Reports can be attached to each task to post-process the experimental results and present them in a convenient manner, e.g. as tables or charts.

Last Version: 0.11.0

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dkpro-similarity-algorithms-structure-asl

org.dkpro.similarity : dkpro-similarity-algorithms-structure-asl

DKPro Similarity is an open source framework for text similarity. Our goal is to provide a comprehensive repository of text similarity measures which are implemented using standardized interfaces. The framework is designed to complement DKPro Core, a collection of software components for natural language processing based on the Apache UIMA framework.

Last Version: 2.3.0

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dkpro-similarity-algorithms-style-asl

org.dkpro.similarity : dkpro-similarity-algorithms-style-asl

DKPro Similarity is an open source framework for text similarity. Our goal is to provide a comprehensive repository of text similarity measures which are implemented using standardized interfaces. The framework is designed to complement DKPro Core, a collection of software components for natural language processing based on the Apache UIMA framework.

Last Version: 2.3.0

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dkpro-similarity-uima-data-asl

org.dkpro.similarity : dkpro-similarity-uima-data-asl

DKPro Similarity is an open source framework for text similarity. Our goal is to provide a comprehensive repository of text similarity measures which are implemented using standardized interfaces. The framework is designed to complement DKPro Core, a collection of software components for natural language processing based on the Apache UIMA framework.

Last Version: 2.3.0

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DKPro Core ASL - Corpus API

de.tudarmstadt.ukp.dkpro.core : de.tudarmstadt.ukp.dkpro.core.api.corpus-asl

DKPro Core is a collection of software components for natural language processing (NLP) based on the Apache UIMA framework.

Last Version: 1.8.0

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JPMML schema

org.jpmml : pmml-schema

JPMML schema annotations for class model

Last Version: 1.3.9

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MOA: Massive Online Analysis

nz.ac.waikato.cms.moa : moa

Massive On-line Analysis is an environment for massive data mining. MOA provides a framework for data stream mining and includes tools for evaluation and a collection of machine learning algorithms. Related to the WEKA project, also written in Java, while scaling to more demanding problems.

Last Version: 2021.07.0

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Last Version: 2.6.0

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dkpro-similarity-algorithms-core-asl

org.dkpro.similarity : dkpro-similarity-algorithms-core-asl

DKPro Similarity is an open source framework for text similarity. Our goal is to provide a comprehensive repository of text similarity measures which are implemented using standardized interfaces. The framework is designed to complement DKPro Core, a collection of software components for natural language processing based on the Apache UIMA framework.

Last Version: 2.3.0

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DKPro Core GPL - ARK (v 0.3.2)

de.tudarmstadt.ukp.dkpro.core : de.tudarmstadt.ukp.dkpro.core.arktools-gpl

DKPro Core is a collection of software components for natural language processing (NLP) based on the Apache UIMA framework.

Last Version: 1.10.0

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DKPro Keyphrases - Core

de.tudarmstadt.ukp.dkpro.keyphrases : de.tudarmstadt.ukp.dkpro.keyphrases.core-asl

Parent POM for DKPro projects. This provides some basic configuration for several Maven plugins as well as useful build profiles.

Last Version: 1.5.0

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dkpro-similarity-algorithms-sound-asl

org.dkpro.similarity : dkpro-similarity-algorithms-sound-asl

DKPro Similarity is an open source framework for text similarity. Our goal is to provide a comprehensive repository of text similarity measures which are implemented using standardized interfaces. The framework is designed to complement DKPro Core, a collection of software components for natural language processing based on the Apache UIMA framework.

Last Version: 2.3.0

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dkpro-tc

org.dkpro.tc : dkpro-tc

DKPro TC is a UIMA-based text classification framework built on top of DKPro Core and DKPro Lab. It is intended to alleviate supervised machine learning experiments with any kind of textual data.

Last Version: 1.1.0

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dkpro-similarity-algorithms-wikipedia-asl

org.dkpro.similarity : dkpro-similarity-algorithms-wikipedia-asl

DKPro Similarity is an open source framework for text similarity. Our goal is to provide a comprehensive repository of text similarity measures which are implemented using standardized interfaces. The framework is designed to complement DKPro Core, a collection of software components for natural language processing based on the Apache UIMA framework.

Last Version: 2.3.0

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Last Version: 0.13.0

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JNA InChI SMILES

io.github.dan2097 : jna-inchi-smiles

Functionality for converting SMILES to InChI. Requires an appropriate InChI binary on the classpath to use

Last Version: 1.1

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Classification-Core

org.tribuo : tribuo-classification-core

A Machine Learning library for Java.

Last Version: 4.2.1

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DKPro Lab - UIMA Support

org.dkpro.lab : dkpro-lab-uima

DKPro Lab is a lightweight framework for parameter sweeping experiments. It allows to set up experiments consisting of multiple interdependent tasks in a declarative manner with minimal overhead. Parameters are injected into tasks using via annotated class fields. Data produced by a task for any particular parameter configuration is stored and re-used whenever possible to avoid the needless recalculation of results. Reports can be attached to each task to post-process the experimental results and present them in a convenient manner, e.g. as tables or charts.

Last Version: 0.14.0

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