Project Group: ai.libs

JAICore-Basic

ai.libs : jaicore-basic

Fundamental utils required by many other starlibs projects.

Last Version: 0.2.7

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JAICore-ML

ai.libs : jaicore-ml

This project provides utils to deal with machine learning tasks. Especially it gives support to work with standard ML libraries in Java.

Last Version: 0.2.7

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JAICore-Search

ai.libs : jaicore-search

JAICore-Search provides implementations according to the algorithm interface of AILibs for well-known (heuristic) search algorithms, such as A*, Best-First, or MCTS.

Last Version: 0.2.7

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JAICore-Logic

ai.libs : jaicore-logic

This project provides utils for dealing with logical experessions e.g. with first-order predicate logic.

Last Version: 0.2.7

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MLPlan-WEKA

ai.libs : mlplan-weka

This project provides an implementation of the AutoML tool ML-Plan for WEKA.

Last Version: 0.2.7

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JAICore-Experiments

ai.libs : jaicore-experiments

This project provides utilities to conduct experimental evaluations defining evaluation grids via a properties file and storing results in an SQL database.

Last Version: 0.2.7

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JAICore-Planning

ai.libs : jaicore-planning

This project implements well-known techniques from AI planning in the algorithm framework of AILibs.

Last Version: 0.2.7

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MLPlan

ai.libs : mlplan-core

This project provides an implementation of the AutoML tool ML-Plan.

Last Version: 0.2.7

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JAICore-Graphvisualizer

ai.libs : jaicore-algorithminspector

Thist project provides a graphical interface for visualizing algorithms (especially search and AutoML algorithms) contained in AILibs.

Last Version: 0.2.7

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JAICore-ML-WEKA

ai.libs : jaicore-ml-weka

This project provides utils to deal with machine learning tasks. Especially it gives support to work with standard ML libraries in Java.

Last Version: 0.2.7

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jaicore-components

ai.libs : jaicore-components

jaicore-components is a collection of classes to model and serialize/unserialize component configuration problems.

Last Version: 0.2.7

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MLPlan-GUI

ai.libs : mlplan-gui

This project provides GUI plugins for the AutoML tool ML-Plan.

Last Version: 0.2.7

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JAICore-Math

ai.libs : jaicore-math

This project provides fundamental utils for math operations.

Last Version: 0.2.7

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HASCO

ai.libs : hasco-core

HASCO is a framework for reducing configuration tasks (e.g. software system configuration or algorithm configuration) into an HTN planning problem. This can then in turn be reduced to a graph search problem that can be solved by any kind of standard graph search algorithm, e.g., breadth-first-search.

Last Version: 0.2.7

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MLPlan-MEKA

ai.libs : mlplan-meka

This project provides an implementation of the AutoML tool ML-Plan for MEKA.

Last Version: 0.2.7

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MLPlan-SKLearn

ai.libs : mlplan-sklearn

This project provides an implementation of the AutoML tool ML-Plan for scikit-learn.

Last Version: 0.2.7

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JAICore-ML-MEKA

ai.libs : jaicore-ml-meka

This project provides utils to deal with machine learning tasks. Especially it gives support to work with standard ML libraries in Java.

Last Version: 0.2.7

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JAICore-Processes

ai.libs : jaicore-processes

This project provides utils for spawning and dealing with processes.

Last Version: 0.2.7

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MLPlan-BigData

ai.libs : mlplan-ext-bigdata

This project provides an tooling for ML-PLan to cope with big datasets.

Last Version: 0.2.7

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MLPlan-MetaLearning

ai.libs : mlplan-ext-metalearning

This project provides tooling for Meta Learning for ML-Plan.

Last Version: 0.2.7

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MLPlan

ai.libs : mlplan-ext-reduction

This project provides an implementation of the AutoML tool ML-Plan.

Last Version: 0.2.7

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MLPlan

ai.libs : mlplan-full

This project provides an implementation of the AutoML tool ML-Plan.

Last Version: 0.2.7

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JAICore-EA

ai.libs : jaicore-ea

A basic project providing basic implementations to use evolutionary algorithms for optimization tasks.

Last Version: 0.2.7

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HASCO

ai.libs : hasco

HASCO is a framework for reducing configuration tasks (e.g. software system configuration or algorithm configuration) into an HTN planning problem. This can then in turn be reduced to a graph search problem that can be solved by any kind of standard graph search algorithm, e.g., breadth-first-search.

Last Version: 0.2.1

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HASCO-Fanova

ai.libs : hasco-fanova

HASCO is a framework for reducing configuration tasks (e.g. software system configuration or algorithm configuration) into an HTN planning problem. This can then in turn be reduced to a graph search problem that can be solved by any kind of standard graph search algorithm, e.g., breadth-first-search.

Last Version: 0.2.1

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MLPlan

ai.libs : mlplan

This project provides an implementation of the AutoML tool ML-Plan.

Last Version: 0.2.1

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MLPlan

ai.libs : mlplancli

This project provides an implementation of the AutoML tool ML-Plan.

Last Version: 0.1.4

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JAICore-Graphvisualizer

ai.libs : jaicore-graphvisualizer

Thist project provides a graphical interface for visualizing algorithms (especially search and AutoML algorithms) contained in AILibs.

Last Version: 0.1.4

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