de.lmu.ifi.dbs.elki

ELKI Data Mining Toolkit

Science Score: 54.0%

This score indicates how likely this project is to be science-related based on various indicators:

✓
CITATION.cff file
Found CITATION.cff file
✓
codemeta.json file
Found codemeta.json file
✓
.zenodo.json file
Found .zenodo.json file
○
DOI references
○
Academic publication links
✓
Committers with academic emails
6 of 60 committers (10.0%) from academic institutions
○
Institutional organization owner
○
JOSS paper metadata
○
Scientific vocabulary similarity
Low similarity (14.9%) to scientific vocabulary

Keywords

anomalydetection cluster-analysis clustering data-analysis data-mining data-mining-algorithms data-science distance-functions index indexing java machine-learning outlier-detection outliers time-series visualization

Last synced: 4 months ago · JSON representation ·

Repository

ELKI Data Mining Toolkit

Basic Info

Host: GitHub
Owner: elki-project
License: agpl-3.0
Language: Java
Default Branch: main
Homepage: https://elki-project.github.io/
Size: 55.1 MB

Statistics

Stars: 820
Watchers: 54
Forks: 325
Open Issues: 4
Releases: 0

Topics

Created almost 11 years ago · Last pushed 7 months ago

Metadata Files

Readme Funding License Citation

README.md

ELKI

Environment for Developing KDD-Applications Supported by Index-Structures

Quick Summary

ELKI is an open source (AGPLv3) data mining software written in Java. The focus of ELKI is research in algorithms, with an emphasis on unsupervised methods in cluster analysis and outlier detection. In order to achieve high performance and scalability, ELKI offers many data index structures such as the R*-tree that can provide major performance gains. ELKI is designed to be easy to extend for researchers and students in this domain, and welcomes contributions in particular of new methods. ELKI aims at providing a large collection of highly parameterizable algorithms, in order to allow easy and fair evaluation and benchmarking of algorithms.

Download

You can download precompiled ELKI releases from the home page, or you can use standard Java dependency management such as Gradle and Maven.

Gradle: groovy dependencies { compile group: 'io.github.elki-project', name: 'elki', version:'0.8.0' }

Maven: xml  <dependency> <groupId>io.github.elki-project</groupId> <artifactId>elki</artifactId> <version>0.8.0</version> </dependency>

Background

Data mining research leads to many algorithms for similar tasks. A fair and useful comparison of these algorithms is difficult due to several reasons: * Implementations of comparison partners are not at hand. * If implementations of different authors are provided, an evaluation in terms of efficiency is biased to evaluate the efforts of different authors in efficient programming instead of evaluating algorithmic merits.

On the other hand, efficient data management tools like index-structures can show considerable impact on data mining tasks and are therefore useful for a broad variety of algorithms.

In ELKI, data mining algorithms and data management tasks are separated and allow for an independent evaluation. This separation makes ELKI unique among data mining frameworks like Weka or Rapidminer and frameworks for index structures like GiST. At the same time, ELKI is open to arbitrary data types, distance or similarity measures, or file formats. The fundamental approach is the independence of file parsers or database connections, data types, distances, distance functions, and data mining algorithms. Helper classes, e.g. for algebraic or analytic computations are available for all algorithms on equal terms.

With the development and publication of ELKI, we humbly hope to serve the data mining and database research community beneficially. The framework is free for scientific usage ("free" as in "open source", see License for details). In case of application of ELKI in scientific publications, we would appreciate credit in form of a citation of the appropriate publication (see our list of publications), that is, the publication related to the release of ELKI you were using.

The people behind ELKI are documented on the Team page.

The ELKI wiki: Tutorials, HowTos, Documentation

Beginners may want to start at the HowTo documents, Examples and Tutorials to help with difficult configuration scenarios and beginning with ELKI development.

This website serves as community development hub and task tracker for both bug reports, Tutorials, FAQ, general issues and development tasks.

The most important documentation pages are: Tutorial, JavaDoc, FAQ, InputFormat, DataTypes, DistanceFunctions, DataSets, Development, Parameterization, Visualization, Benchmarking, and the list of Algorithms and RelatedPublications.

Getting ELKI: Download and Citation Policy

You can download ELKI including source code on the Releases page.
ELKI uses the AGPLv3 License, a well-known open source license.

There is a list of Publications that accompany the ELKI releases. When using ELKI in your scientific work, you should cite the publication corresponding to the ELKI release you are using, to give credit. This also helps to improve the repeatability of your experiments. We would also appreciate if you contributed your algorithm to ELKI to allow others to reproduce your results and compare with your algorithm (which in turn will likely get you citations). We try to document every publication used for implementing ELKI: the page RelatedPublications is generated from the source code annotations.

Efficiency Benchmarking with ELKI

ELKI is quite fast (see some of our benchmark results) but the focus lies on a broad coverage of algorithms and variations. We discourage cross-platform benchmarking, because it is easy to produce misleading results by comparing apples and oranges. For fair comparability, you should implement all algorithms within ELKI, and use the same APIs. We have also observed Java JDK versions have a large impact on the runtime performance. To make your results reproducible, please cite the version you have been using. See also Benchmarking.

Bug Reports and Contact

You can browse the open bug reports or create a new bug report.

We also appreciate any comments, suggestions and code contributions.
You can contact the core development team by e-mail: elki () dbs ifi lmu de

Design Goals

Extensibility - ELKI has a very modular design. We want to allow arbitrary combinations of data types, distance functions, algorithms, input formats, index structures and evaluations methods
Contributions - ELKI grows only as fast as people contribute. By having a modular design that allows small contributions such as single distance functions and single algorithms, we can have students and external contributors participate in the progress of ELKI
Completeness - for an exhaustive comparison of methods, we aim at covering as much published and credited work as we can
Fairness - It is easy to do an unfair comparison by badly implementing a competitor. We try to implement every method as good as we can, and by publishing the source code allow for external improvements. We try to add all proposed improvements, such as index structures for faster range and kNN queries
Performance - the modular architecture of ELKI allows optimized versions of algorithms and index structures for acceleration
Progress - ELKI is changing with every release. To accomodate new features and enhance performance, API breakages are unavoidable. We hope to get a stable API with the 1.0 release, but we are not there yet.

Building ELKI

ELKI is built using the Gradle wrapper:

./gradlew shadowJar

will produce a single executable jar file named elki-bundle-<VERSION>.jar.

Individual jar files can be built using:

./gradlew jar

A complete build (with tests and JavaDoc, it will take a few minutes) can be triggered as:

./gradlew build

Eclipse can build ELKI, and the easiest way is to use elki-bundle as classpath, which includes everything enabled.

Owner

Name: ELKI
Login: elki-project
Kind: organization
Location: Technische Universität Dortmund, Germany

Website: https://elki-project.github.io/
Repositories: 3
Profile: https://github.com/elki-project

ELKI Data Mining Toolkit

Citation (CITATION.cff)

cff-version: 1.2.0
message: "If you use this software, please cite it as below."
authors:
  - family-names: Schubert
    given-names: Erich
    orcid: 0000-0001-9143-4880
  - family-names: Zimek
    given-names: Arthur
    orcid: 0000-0001-7713-4208
title: "ELKI Data Mining Framework"
version: 0.8.0
date-released: 2022-10-08
license: AGPL-3.0
preferred-citation:
  title: "Automatic Indexing for Similarity Search in ELKI"
  doi: "10.1007/978-3-031-17849-8_16"
  year: "2022"
  type: conference-paper
  conference: "Similarity Search and Applications - 15th International Conference, SISAP 2022, Bologna, Italy, October 5-7, 2022, Proceedings"
  authors:
    - family-names: Schubert
      given-names: Erich
references:
- title: "ELKI: A Software System for Evaluation of Subspace Clustering Algorithms"
  doi: "10.1007/978-3-540-69497-7_41"
  year: "2008"
  type: conference-paper
  conference: "Scientific and Statistical Database Management, 20th International Conference, SSDBM 2008, Hong Kong, China, July 9-11, 2008, Proceedings"
  authors:
    - family-names: Achtert
      given-names: Elke
    - family-names: Kriegel
      given-names: Hans-Peter
    - family-names: Zimek
      given-names: Arthur
- title: "ELKI in Time: ELKI 0.2 for the Performance Evaluation of Distance Measures for Time Series"
  doi: "10.1007/978-3-642-02982-0_35"
  year: "2009"
  type: conference-paper
  conference: "Advances in Spatial and Temporal Databases, 11th International Symposium, SSTD 2009, Aalborg, Denmark, July 8-10, 2009, Proceedings"
  authors:
    - family-names: Achtert
      given-names: Elke
    - family-names: Bernecker
      given-names: Thomas
    - family-names: Kriegel
      given-names: Hans-Peter
    - family-names: Schubert
      given-names: Erich
    - family-names: Zimek
      given-names: Arthur
- title: "Visual Evaluation of Outlier Detection Models"
  doi: "10.1007/978-3-642-12098-5_34"
  year: "2010"
  type: conference-paper
  conference: "Database Systems for Advanced Applications, 15th International Conference, DASFAA 2010, Tsukuba, Japan, April 1-4, 2010, Proceedings, Part II"
  authors:
    - family-names: Achtert
      given-names: Elke
    - family-names: Kriegel
      given-names: Hans-Peter
    - family-names: Reichert
      given-names: Lisa
    - family-names: Schubert
      given-names: Erich
    - family-names: Wojdanowski
      given-names: Remigius
    - family-names: Zimek
      given-names: Arthur
- title: "Spatial Outlier Detection: Data, Algorithms, Visualizations"
  doi: "10.1007/978-3-642-22922-0_41"
  year: "2011"
  type: conference-paper
  conference: "Advances in Spatial and Temporal Databases - 12th International Symposium, SSTD 2011, Minneapolis, MN, USA, August 24-26, 2011, Proceedings"
  authors:
    - family-names: Achtert
      given-names: Elke
    - family-names: Hettab
      given-names: Ahmed
    - family-names: Kriegel
      given-names: Hans-Peter
    - family-names: Schubert
      given-names: Erich
    - family-names: Zimek
      given-names: Arthur
- title: "Evaluation of Clusterings - Metrics and Visual Support"
  doi: "10.1109/ICDE.2012.128"
  year: "2012"
  type: conference-paper
  conference: "IEEE 28th International Conference on Data Engineering (ICDE 2012), Washington, DC, USA (Arlington, Virginia), 1-5 April, 2012"
  authors:
    - family-names: Achtert
      given-names: Elke
    - family-names: Goldhofer
      given-names: Sascha
    - family-names: Kriegel
      given-names: Hans-Peter
    - family-names: Schubert
      given-names: Erich
    - family-names: Zimek
      given-names: Arthur
- title: "Interactive data mining with 3D-parallel-coordinate-trees"
  doi: "10.1145/2463676.2463696"
  year: "2013"
  type: conference-paper
  conference: "Proceedings of the ACM SIGMOD International Conference on Management of Data, SIGMOD 2013, New York, NY, USA, June 22-27, 2013"
  authors:
    - family-names: Achtert
      given-names: Elke
    - family-names: Kriegel
      given-names: Hans-Peter
    - family-names: Schubert
      given-names: Erich
    - family-names: Zimek
      given-names: Arthur
- title: "ELKI: A large open-source library for data analysis - ELKI Release 0.7.5 \"Heidelberg\""
  year: "2019"
  type: article
  journal: "CoRR"
  authors:
    - family-names: Schubert
      given-names: Erich
    - family-names: Zimek
      given-names: Arthur
- title: "A Framework for Clustering Uncertain Data"
  doi: "10.14778/2824032.2824115"
  year: "2015"
  type: article
  journal: "Proc. VLDB Endow."
  authors:
    - family-names: Schubert
      given-names: Erich
    - family-names: Koos
      given-names: Alexander
    - family-names: Emrich
      given-names: Tobias
    - family-names: Züfle
      given-names: Andreas
    - family-names: Schmid
      given-names: Klaus Arthur
    - family-names: Zimek
      given-names: Arthur
- title: "Automatic Indexing for Similarity Search in ELKI"
  doi: "10.1007/978-3-031-17849-8_16"
  year: "2022"
  type: conference-paper
  conference: "Similarity Search and Applications - 15th International Conference, SISAP 2022, Bologna, Italy, October 5-7, 2022, Proceedings"
  authors:
    - family-names: Schubert
      given-names: Erich

GitHub Events

Total

Issues event: 1
Watch event: 32
Issue comment event: 2
Push event: 1
Fork event: 4
Create event: 1

Last Year

Issues event: 1
Watch event: 32
Issue comment event: 2
Push event: 1
Fork event: 4
Create event: 1

Committers

Last synced: 7 months ago

All Time

Total Commits: 10,506
Total Committers: 60
Avg Commits per committer: 175.1
Development Distribution Score (DDS): 0.326

Past Year

Commits: 54
Committers: 2
Avg Commits per committer: 27.0
Development Distribution Score (DDS): 0.481

Top Committers

Name	Email	Commits
Erich Schubert	s**e@d**e	7,086
Elke Achtert	a**t@d**e	1,481
Arthur Zimek	z**k@d**e	896
Stefanie Wanka	w**a@d**e	126
Ahmed Hettab	h**b@c**e	93
Remigius Wojdanowski	w**i@c**e	86
ARandomTree	r**e@u**u	76
Lisa Reichert	r**t@d**e	64
Heidi Kolb	k**h@c**e	58
Andreas Lang	a**g@t**e	53
Florian Frankenberger	f**b@c**e	52
Merlin Dietrich	e**n@p**t	48
Stefan Baier	b**t@c**e	37
Jonathan von Bruenken	m**o@c**e	31
Matthew Arcifa	d****1	28
Alexander Koos	k**a@d**e	28
Robert Roedler	r**r@c**e	27
kirner	k**r@c**e	24
Niklas Strahmann0	n**n@u**u	19
Jonas	S**s@g**m	17
Sascha Goldhofer	g**a@c**e	15
Florian Nuecke	n**e@c**e	14
Tibor Goldschwendt	g**t@c**e	11
Sebastian Rühl	s**l@g**m	10
Julian Erhard	j**d@c**e	10
Peter Kunath	k**h@d**e	8
Dominik	D**r@w**e	8
Peer Kröger	k**r@d**e	7
Sebastian Hollizeck	h**k@c**e	7
Simon Mittermüller	e**i@d**e	7
and 30 more...

Committer Domains (Top 20 + Academic)

cip.ifi.lmu.de: 20 dbs.ifi.lmu.de: 15 udo.edu: 2 vitafy.de: 1 nii.ac.jp: 1 uni.li: 1 alumni.ethz.ch: 1 live.de: 1 asert.com.au: 1 birdlabs.de: 1 ls8ws016.cs.tu-dortmund.de: 1 usp.br: 1 devfactory.com: 1 campus.lmu.de: 1 posteo.net: 1 tu-dortmund.de: 1

Issues and Pull Requests

Last synced: 4 months ago

All Time

Total issues: 57
Total pull requests: 47
Average time to close issues: about 1 month
Average time to close pull requests: about 2 months
Total issue authors: 46
Total pull request authors: 20
Average comments per issue: 3.05
Average comments per pull request: 2.34
Merged pull requests: 2
Bot issues: 0
Bot pull requests: 0

Past Year

Issues: 1
Pull requests: 0
Average time to close issues: N/A
Average time to close pull requests: N/A
Issue authors: 1
Pull request authors: 0
Average comments per issue: 0.0
Average comments per pull request: 0
Merged pull requests: 0
Bot issues: 0
Bot pull requests: 0

View more stats

Top Authors

Issue Authors

neilireson (5)
bastian-wur (4)
kno10 (3)
johnnybostar (2)
frewenta (2)
dkajtoch (2)
StatguyUser (1)
sven-h (1)
moemode (1)
rainfalj (1)
jcfj (1)
jneelampalli (1)
foolnotion (1)
Syntax-Sorcerer87 (1)
mmisiewicz-yext (1)

Pull Request Authors

BraulioSanchez (10)
faisal-hameed (7)
patrickkostjens (6)
commandini (3)
ARandomTree (3)
flexkra (2)
ghost (2)
andiwg (2)
alanmazankiewicz (2)
SIDSSIDS (1)
pokemonxue (1)
fredps (1)
paulk-asert (1)
AbhishekSharma102 (1)
lapplislazuli (1)

Top Labels

Issue Labels

enhancement (3) help wanted (2) wontfix (1)

Pull Request Labels

Packages

Total packages: 38
Total downloads: unknown
Total docker downloads: 452

Total dependent packages: 61
(may contain duplicates)
Total dependent repositories: 35
(may contain duplicates)
Total versions: 47

repo1.maven.org: de.lmu.ifi.dbs.elki:elki

ELKI - Main Module – Open-Source Data-Mining Framework with Index Acceleration

Homepage: https://elki-project.github.io/
Documentation: https://appdoc.app/artifact/de.lmu.ifi.dbs.elki/elki/
License: GNU Affero General Public License (AGPL) version 3.0
Latest release: 0.7.5
published almost 7 years ago

Versions: 3
Dependent Packages: 7
Dependent Repositories: 16
Docker Downloads: 452

Rankings

Docker downloads count: 4.5%

Dependent repos count: 6.1%

Dependent packages count: 8.4%

Average: 8.7%

Forks count: 11.2%

Stargazers count: 13.5%

Last synced: 4 months ago

repo1.maven.org: de.lmu.ifi.dbs.elki:elki-clustering

ELKI - Clustering Algorithms – Open-Source Data-Mining Framework with Index Acceleration

Homepage: https://elki-project.github.io/
Documentation: https://appdoc.app/artifact/de.lmu.ifi.dbs.elki/elki-clustering/
License: GNU Affero General Public License (AGPL) version 3.0
Latest release: 0.7.5
published almost 7 years ago

Versions: 1
Dependent Packages: 4
Dependent Repositories: 2

Rankings

Forks count: 11.2%

Stargazers count: 13.5%

Average: 13.7%

Dependent packages count: 13.9%

Dependent repos count: 16.1%

Last synced: 4 months ago

repo1.maven.org: de.lmu.ifi.dbs.elki:elki-core-util

ELKI - Core Utilities – Open-Source Data-Mining Framework with Index Acceleration

Homepage: https://elki-project.github.io/
Documentation: https://appdoc.app/artifact/de.lmu.ifi.dbs.elki/elki-core-util/
License: GNU Affero General Public License (AGPL) version 3.0
Latest release: 0.7.5
published almost 7 years ago

Versions: 1
Dependent Packages: 3
Dependent Repositories: 2

Rankings

Forks count: 11.2%

Stargazers count: 13.5%

Average: 14.6%

Dependent repos count: 16.1%

Dependent packages count: 17.6%

Last synced: 4 months ago

repo1.maven.org: de.lmu.ifi.dbs.elki:elki-batik-visualization

ELKI - Batik Visualization – Open-Source Data-Mining Framework with Index Acceleration

Homepage: https://elki-project.github.io/
Documentation: https://appdoc.app/artifact/de.lmu.ifi.dbs.elki/elki-batik-visualization/
License: GNU Affero General Public License (AGPL) version 3.0
Latest release: 0.7.5
published almost 7 years ago

Versions: 3
Dependent Packages: 2
Dependent Repositories: 3

Rankings

Forks count: 11.2%

Stargazers count: 13.5%

Dependent repos count: 13.8%

Average: 15.4%

Dependent packages count: 23.2%

Last synced: 4 months ago

repo1.maven.org: de.lmu.ifi.dbs.elki:elki-index

ELKI - Index Core – Open-Source Data-Mining Framework with Index Acceleration

Homepage: https://elki-project.github.io/
Documentation: https://appdoc.app/artifact/de.lmu.ifi.dbs.elki/elki-index/
License: GNU Affero General Public License (AGPL) version 3.0
Latest release: 0.7.5
published almost 7 years ago

Versions: 1
Dependent Packages: 5
Dependent Repositories: 0

Rankings

Forks count: 8.2%

Stargazers count: 10.7%

Dependent packages count: 11.0%

Average: 15.5%

Dependent repos count: 32.0%

Last synced: 4 months ago

repo1.maven.org: de.lmu.ifi.dbs.elki:elki-core-dbids-int

ELKI - Core DBIDs Integer Implementation – Open-Source Data-Mining Framework with Index Acceleration

Homepage: https://elki-project.github.io/
Documentation: https://appdoc.app/artifact/de.lmu.ifi.dbs.elki/elki-core-dbids-int/
License: GNU Affero General Public License (AGPL) version 3.0
Latest release: 0.7.5
published almost 7 years ago

Versions: 1
Dependent Packages: 3
Dependent Repositories: 1

Rankings

Forks count: 11.2%

Stargazers count: 13.5%

Average: 15.8%

Dependent packages count: 17.6%

Dependent repos count: 20.8%

Last synced: 4 months ago

repo1.maven.org: de.lmu.ifi.dbs.elki:elki-core-math

ELKI - Core Mathematics and Statistics – Open-Source Data-Mining Framework with Index Acceleration

Homepage: https://elki-project.github.io/
Documentation: https://appdoc.app/artifact/de.lmu.ifi.dbs.elki/elki-core-math/
License: GNU Affero General Public License (AGPL) version 3.0
Latest release: 0.7.5
published almost 7 years ago

Versions: 1
Dependent Packages: 2
Dependent Repositories: 2

Rankings

Forks count: 11.2%

Stargazers count: 13.5%

Average: 16.0%

Dependent repos count: 16.1%

Dependent packages count: 23.2%

Last synced: 4 months ago

repo1.maven.org: de.lmu.ifi.dbs.elki:elki-core

ELKI - Core Miscellaneous – Open-Source Data-Mining Framework with Index Acceleration

Homepage: https://elki-project.github.io/
Documentation: https://appdoc.app/artifact/de.lmu.ifi.dbs.elki/elki-core/
License: GNU Affero General Public License (AGPL) version 3.0
Latest release: 0.7.5
published almost 7 years ago

Versions: 1
Dependent Packages: 4
Dependent Repositories: 0

Rankings

Forks count: 8.2%

Stargazers count: 10.7%

Dependent packages count: 13.4%

Average: 16.1%

Dependent repos count: 32.0%

Last synced: 4 months ago

repo1.maven.org: de.lmu.ifi.dbs.elki:elki-index-preprocessed

ELKI - Indexes based on preprocessing – Open-Source Data-Mining Framework with Index Acceleration

Homepage: https://elki-project.github.io/
Documentation: https://appdoc.app/artifact/de.lmu.ifi.dbs.elki/elki-index-preprocessed/
License: GNU Affero General Public License (AGPL) version 3.0
Latest release: 0.7.5
published almost 7 years ago

Versions: 1
Dependent Packages: 3
Dependent Repositories: 0

Rankings

Forks count: 8.2%

Stargazers count: 10.7%

Dependent packages count: 16.9%

Average: 16.9%

Dependent repos count: 32.0%

Last synced: 5 months ago

repo1.maven.org: de.lmu.ifi.dbs.elki:elki-outlier

ELKI - Outlier Detection Algorithms – Open-Source Data-Mining Framework with Index Acceleration

Homepage: https://elki-project.github.io/
Documentation: https://appdoc.app/artifact/de.lmu.ifi.dbs.elki/elki-outlier/
License: GNU Affero General Public License (AGPL) version 3.0
Latest release: 0.7.5
published almost 7 years ago

Versions: 1
Dependent Packages: 3
Dependent Repositories: 0

Rankings

Forks count: 8.2%

Stargazers count: 10.7%

Dependent packages count: 16.9%

Average: 16.9%

Dependent repos count: 32.0%

Last synced: 5 months ago

repo1.maven.org: de.lmu.ifi.dbs.elki:elki-core-dbids

ELKI - Core DBIDs API – Open-Source Data-Mining Framework with Index Acceleration

Homepage: https://elki-project.github.io/
Documentation: https://appdoc.app/artifact/de.lmu.ifi.dbs.elki/elki-core-dbids/
License: GNU Affero General Public License (AGPL) version 3.0
Latest release: 0.7.5
published almost 7 years ago

Versions: 1
Dependent Packages: 2
Dependent Repositories: 1

Rankings

Forks count: 11.2%

Stargazers count: 13.5%

Average: 17.2%

Dependent repos count: 20.8%

Dependent packages count: 23.2%

Last synced: 4 months ago

repo1.maven.org: de.lmu.ifi.dbs.elki:elki-core-api

ELKI - Core APIs – Open-Source Data-Mining Framework with Index Acceleration

Homepage: https://elki-project.github.io/
Documentation: https://appdoc.app/artifact/de.lmu.ifi.dbs.elki/elki-core-api/
License: GNU Affero General Public License (AGPL) version 3.0
Latest release: 0.7.5
published almost 7 years ago

Versions: 1
Dependent Packages: 2
Dependent Repositories: 0

Rankings

Forks count: 8.2%

Stargazers count: 10.7%

Average: 18.3%

Dependent packages count: 22.4%

Dependent repos count: 32.0%

Last synced: 4 months ago

repo1.maven.org: de.lmu.ifi.dbs.elki:elki-persistent

ELKI - Persistence Layer – Open-Source Data-Mining Framework with Index Acceleration

Homepage: https://elki-project.github.io/
Documentation: https://appdoc.app/artifact/de.lmu.ifi.dbs.elki/elki-persistent/
License: GNU Affero General Public License (AGPL) version 3.0
Latest release: 0.7.5
published almost 7 years ago

Versions: 1
Dependent Packages: 2
Dependent Repositories: 0

Rankings

Forks count: 8.2%

Stargazers count: 10.7%

Average: 18.3%

Dependent packages count: 22.4%

Dependent repos count: 32.0%

Last synced: 4 months ago

repo1.maven.org: de.lmu.ifi.dbs.elki:elki-database

ELKI - Database – Open-Source Data-Mining Framework with Index Acceleration

Homepage: https://elki-project.github.io/
Documentation: https://appdoc.app/artifact/de.lmu.ifi.dbs.elki/elki-database/
License: GNU Affero General Public License (AGPL) version 3.0
Latest release: 0.7.5
published almost 7 years ago

Versions: 1
Dependent Packages: 2
Dependent Repositories: 0

Rankings

Forks count: 8.2%

Stargazers count: 10.7%

Average: 18.3%

Dependent packages count: 22.4%

Dependent repos count: 32.0%

Last synced: 4 months ago

repo1.maven.org: de.lmu.ifi.dbs.elki:elki-logging

ELKI - Logging – Open-Source Data-Mining Framework with Index Acceleration

Homepage: https://elki-project.github.io/
Documentation: https://appdoc.app/artifact/de.lmu.ifi.dbs.elki/elki-logging/
License: GNU Affero General Public License (AGPL) version 3.0
Latest release: 0.7.5
published almost 7 years ago

Versions: 1
Dependent Packages: 1
Dependent Repositories: 1

Rankings

Forks count: 11.2%

Stargazers count: 13.5%

Average: 19.6%

Dependent repos count: 20.8%

Dependent packages count: 33.0%

Last synced: 4 months ago

repo1.maven.org: de.lmu.ifi.dbs.elki:elki-uncertain

ELKI - Uncertain data handling – Open-Source Data-Mining Framework with Index Acceleration

Homepage: https://elki-project.github.io/
Documentation: https://appdoc.app/artifact/de.lmu.ifi.dbs.elki/elki-uncertain/
License: GNU Affero General Public License (AGPL) version 3.0
Latest release: 0.7.5
published almost 7 years ago

Versions: 1
Dependent Packages: 1
Dependent Repositories: 1

Rankings

Forks count: 11.2%

Stargazers count: 13.5%

Average: 19.6%

Dependent repos count: 20.8%

Dependent packages count: 33.0%

Last synced: 5 months ago

repo1.maven.org: de.lmu.ifi.dbs.elki:elki-gui-minigui

ELKI - MiniGUI Command Line Builder – Open-Source Data-Mining Framework with Index Acceleration

Homepage: https://elki-project.github.io/
Documentation: https://appdoc.app/artifact/de.lmu.ifi.dbs.elki/elki-gui-minigui/
License: GNU Affero General Public License (AGPL) version 3.0
Latest release: 0.7.5
published almost 7 years ago

Versions: 1
Dependent Packages: 1
Dependent Repositories: 1

Rankings

Forks count: 11.2%

Stargazers count: 13.5%

Average: 19.6%

Dependent repos count: 20.8%

Dependent packages count: 33.0%

Last synced: 4 months ago

repo1.maven.org: de.lmu.ifi.dbs.elki:elki-index-mtree

ELKI - M-Tree Variants – Open-Source Data-Mining Framework with Index Acceleration

Homepage: https://elki-project.github.io/
Documentation: https://appdoc.app/artifact/de.lmu.ifi.dbs.elki/elki-index-mtree/
License: GNU Affero General Public License (AGPL) version 3.0
Latest release: 0.7.5
published almost 7 years ago

Versions: 1
Dependent Packages: 1
Dependent Repositories: 0

Rankings

Forks count: 8.2%

Stargazers count: 10.7%

Average: 20.7%

Dependent repos count: 32.0%

Dependent packages count: 32.0%

Last synced: 4 months ago

repo1.maven.org: de.lmu.ifi.dbs.elki:elki-data-generator

ELKI - Data Generator – Open-Source Data-Mining Framework with Index Acceleration

Homepage: https://elki-project.github.io/
Documentation: https://appdoc.app/artifact/de.lmu.ifi.dbs.elki/elki-data-generator/
License: GNU Affero General Public License (AGPL) version 3.0
Latest release: 0.7.5
published almost 7 years ago

Versions: 1
Dependent Packages: 1
Dependent Repositories: 0

Rankings

Forks count: 8.2%

Stargazers count: 10.7%

Average: 20.7%

Dependent repos count: 32.0%

Dependent packages count: 32.0%

Last synced: 4 months ago

repo1.maven.org: de.lmu.ifi.dbs.elki:elki-input

ELKI - Data Input – Open-Source Data-Mining Framework with Index Acceleration

Homepage: https://elki-project.github.io/
Documentation: https://appdoc.app/artifact/de.lmu.ifi.dbs.elki/elki-input/
License: GNU Affero General Public License (AGPL) version 3.0
Latest release: 0.7.5
published almost 7 years ago

Versions: 1
Dependent Packages: 1
Dependent Repositories: 0

Rankings

Forks count: 8.2%

Stargazers count: 10.7%

Average: 20.7%

Dependent repos count: 32.0%

Dependent packages count: 32.0%

Last synced: 4 months ago

repo1.maven.org: de.lmu.ifi.dbs.elki:elki-timeseries

ELKI - Time Series – Open-Source Data-Mining Framework with Index Acceleration

Homepage: https://elki-project.github.io/
Documentation: https://appdoc.app/artifact/de.lmu.ifi.dbs.elki/elki-timeseries/
License: GNU Affero General Public License (AGPL) version 3.0
Latest release: 0.7.5
published almost 7 years ago

Versions: 1
Dependent Packages: 1
Dependent Repositories: 0

Rankings

Forks count: 8.2%

Stargazers count: 10.7%

Average: 20.7%

Dependent repos count: 32.0%

Dependent packages count: 32.0%

Last synced: 5 months ago

repo1.maven.org: de.lmu.ifi.dbs.elki:elki-precomputed

ELKI - External Distances – Open-Source Data-Mining Framework with Index Acceleration

Homepage: https://elki-project.github.io/
Documentation: https://appdoc.app/artifact/de.lmu.ifi.dbs.elki/elki-precomputed/
License: GNU Affero General Public License (AGPL) version 3.0
Latest release: 0.7.5
published almost 7 years ago

Versions: 1
Dependent Packages: 1
Dependent Repositories: 0

Rankings

Forks count: 8.2%

Stargazers count: 10.7%

Average: 20.7%

Dependent repos count: 32.0%

Dependent packages count: 32.0%

Last synced: 4 months ago

repo1.maven.org: de.lmu.ifi.dbs.elki:elki-core-parallel

ELKI - Parallel Processing Core – Open-Source Data-Mining Framework with Index Acceleration

Homepage: https://elki-project.github.io/
Documentation: https://appdoc.app/artifact/de.lmu.ifi.dbs.elki/elki-core-parallel/
License: GNU Affero General Public License (AGPL) version 3.0
Latest release: 0.7.5
published almost 7 years ago

Versions: 1
Dependent Packages: 1
Dependent Repositories: 0

Rankings

Forks count: 8.2%

Stargazers count: 10.7%

Average: 20.7%

Dependent repos count: 32.0%

Dependent packages count: 32.0%

Last synced: 4 months ago

repo1.maven.org: de.lmu.ifi.dbs.elki:elki-classification

ELKI - Classification Algorithms – Open-Source Data-Mining Framework with Index Acceleration

Homepage: https://elki-project.github.io/
Documentation: https://appdoc.app/artifact/de.lmu.ifi.dbs.elki/elki-classification/
License: GNU Affero General Public License (AGPL) version 3.0
Latest release: 0.7.5
published almost 7 years ago

Versions: 1
Dependent Packages: 1
Dependent Repositories: 0

Rankings

Forks count: 8.2%

Stargazers count: 10.7%

Average: 20.7%

Dependent repos count: 32.0%

Dependent packages count: 32.0%

Last synced: 4 months ago

repo1.maven.org: de.lmu.ifi.dbs.elki:elki-itemsets

ELKI - Itemset Mining – Open-Source Data-Mining Framework with Index Acceleration

Homepage: https://elki-project.github.io/
Documentation: https://appdoc.app/artifact/de.lmu.ifi.dbs.elki/elki-itemsets/
License: GNU Affero General Public License (AGPL) version 3.0
Latest release: 0.7.5
published almost 7 years ago

Versions: 1
Dependent Packages: 1
Dependent Repositories: 0

Rankings

Forks count: 8.2%

Stargazers count: 10.7%

Average: 20.7%

Dependent repos count: 32.0%

Dependent packages count: 32.0%

Last synced: 4 months ago

repo1.maven.org: de.lmu.ifi.dbs.elki:elki-index-rtree

ELKI - R-Tree Variants – Open-Source Data-Mining Framework with Index Acceleration

Homepage: https://elki-project.github.io/
Documentation: https://appdoc.app/artifact/de.lmu.ifi.dbs.elki/elki-index-rtree/
License: GNU Affero General Public License (AGPL) version 3.0
Latest release: 0.7.5
published almost 7 years ago

Versions: 1
Dependent Packages: 1
Dependent Repositories: 0

Rankings

Forks count: 8.2%

Stargazers count: 10.7%

Average: 20.7%

Dependent repos count: 32.0%

Dependent packages count: 32.0%

Last synced: 4 months ago

repo1.maven.org: de.lmu.ifi.dbs.elki:elki-index-lsh

ELKI - Locality Sensitive Hashing – Open-Source Data-Mining Framework with Index Acceleration

Homepage: https://elki-project.github.io/
Documentation: https://appdoc.app/artifact/de.lmu.ifi.dbs.elki/elki-index-lsh/
License: GNU Affero General Public License (AGPL) version 3.0
Latest release: 0.7.5
published almost 7 years ago

Versions: 1
Dependent Packages: 1
Dependent Repositories: 0

Rankings

Forks count: 8.2%

Stargazers count: 10.7%

Average: 20.7%

Dependent repos count: 32.0%

Dependent packages count: 32.0%

Last synced: 4 months ago

repo1.maven.org: de.lmu.ifi.dbs.elki:elki-core-distance

ELKI - Core Distance Functions – Open-Source Data-Mining Framework with Index Acceleration

Homepage: https://elki-project.github.io/
Documentation: https://appdoc.app/artifact/de.lmu.ifi.dbs.elki/elki-core-distance/
License: GNU Affero General Public License (AGPL) version 3.0
Latest release: 0.7.5
published almost 7 years ago

Versions: 1
Dependent Packages: 1
Dependent Repositories: 0

Rankings

Forks count: 8.2%

Stargazers count: 10.7%

Average: 20.7%

Dependent repos count: 32.0%

Dependent packages count: 32.0%

Last synced: 4 months ago

repo1.maven.org: de.lmu.ifi.dbs.elki:elki-geo

ELKI - Geography Module – Open-Source Data-Mining Framework with Index Acceleration

Homepage: https://elki-project.github.io/
Documentation: https://appdoc.app/artifact/de.lmu.ifi.dbs.elki/elki-geo/
License: GNU Affero General Public License (AGPL) version 3.0
Latest release: 0.7.5
published almost 7 years ago

Versions: 1
Dependent Packages: 1
Dependent Repositories: 0

Rankings

Forks count: 8.2%

Stargazers count: 10.7%

Average: 20.7%

Dependent repos count: 32.0%

Dependent packages count: 32.0%

Last synced: 4 months ago

repo1.maven.org: de.lmu.ifi.dbs.elki:elki-core-data

ELKI - Core Data Types – Open-Source Data-Mining Framework with Index Acceleration

Homepage: https://elki-project.github.io/
Documentation: https://appdoc.app/artifact/de.lmu.ifi.dbs.elki/elki-core-data/
License: GNU Affero General Public License (AGPL) version 3.0
Latest release: 0.7.5
published almost 7 years ago

Versions: 1
Dependent Packages: 1
Dependent Repositories: 0

Rankings

Forks count: 8.2%

Stargazers count: 10.7%

Average: 20.7%

Dependent repos count: 32.0%

Dependent packages count: 32.0%

Last synced: 4 months ago

repo1.maven.org: de.lmu.ifi.dbs.elki:elki-index-various

ELKI - Various indexes – Open-Source Data-Mining Framework with Index Acceleration

Homepage: https://elki-project.github.io/
Documentation: https://appdoc.app/artifact/de.lmu.ifi.dbs.elki/elki-index-various/
License: GNU Affero General Public License (AGPL) version 3.0
Latest release: 0.7.5
published almost 7 years ago

Versions: 1
Dependent Packages: 1
Dependent Repositories: 0

Rankings

Forks count: 8.2%

Stargazers count: 10.7%

Average: 20.7%

Dependent repos count: 32.0%

Dependent packages count: 32.0%

Last synced: 5 months ago

repo1.maven.org: de.lmu.ifi.dbs.elki:elki-libsvm

ELKI - LibSVM based extensions – Open-Source Data-Mining Framework with Index Acceleration

Homepage: https://elki-project.github.io/
Documentation: https://appdoc.app/artifact/de.lmu.ifi.dbs.elki/elki-libsvm/
License: GNU Affero General Public License (AGPL) version 3.0
Latest release: 0.7.5
published almost 7 years ago

Versions: 3
Dependent Packages: 0
Dependent Repositories: 2

Rankings

Forks count: 11.2%

Stargazers count: 13.5%

Dependent repos count: 16.1%

Average: 22.7%

Dependent packages count: 50.1%

Last synced: 4 months ago

repo1.maven.org: de.lmu.ifi.dbs.elki:elki-bundle

Homepage: http://elki.dbs.ifi.lmu.de/
Documentation: https://appdoc.app/artifact/de.lmu.ifi.dbs.elki/elki-bundle/
License: GNU Affero General Public License (AGPL) version 3.0
Latest release: 0.7.1
published almost 10 years ago

Versions: 2
Dependent Packages: 0
Dependent Repositories: 1

Rankings

Forks count: 11.2%

Stargazers count: 13.5%

Dependent repos count: 20.8%

Average: 23.9%

Dependent packages count: 50.1%

Last synced: 5 months ago

repo1.maven.org: de.lmu.ifi.dbs.elki:elki-docutil

ELKI - Documentation Utilities – Open-Source Data-Mining Framework with Index Acceleration

Homepage: https://elki-project.github.io/
Documentation: https://appdoc.app/artifact/de.lmu.ifi.dbs.elki/elki-docutil/
License: GNU Affero General Public License (AGPL) version 3.0
Latest release: 0.7.5
published almost 7 years ago

Versions: 1
Dependent Packages: 0
Dependent Repositories: 1

Rankings

Forks count: 11.2%

Stargazers count: 13.5%

Dependent repos count: 20.8%

Average: 23.9%

Dependent packages count: 50.1%

Last synced: 4 months ago

repo1.maven.org: de.lmu.ifi.dbs.elki:elki-tutorial

ELKI - Tutorial Algorithms – Open-Source Data-Mining Framework with Index Acceleration

Homepage: https://elki-project.github.io/
Documentation: https://appdoc.app/artifact/de.lmu.ifi.dbs.elki/elki-tutorial/
License: GNU Affero General Public License (AGPL) version 3.0
Latest release: 0.7.5
published almost 7 years ago

Versions: 2
Dependent Packages: 0
Dependent Repositories: 1

Rankings

Forks count: 11.2%

Stargazers count: 13.5%

Dependent repos count: 20.8%

Average: 23.9%

Dependent packages count: 50.1%

Last synced: 4 months ago

repo1.maven.org: de.lmu.ifi.dbs.elki:elki-3dpc

ELKI - 3D Parallel Coordinate Trees Visualization – Open-Source Data-Mining Framework with Index Acceleration

Homepage: https://elki-project.github.io/
Documentation: https://appdoc.app/artifact/de.lmu.ifi.dbs.elki/elki-3dpc/
License: GNU Affero General Public License (AGPL) version 3.0
Latest release: 0.7.5
published almost 7 years ago

Versions: 1
Dependent Packages: 0
Dependent Repositories: 0

Rankings

Forks count: 8.2%

Stargazers count: 10.7%

Average: 24.9%

Dependent repos count: 32.0%

Dependent packages count: 48.9%

Last synced: 4 months ago

repo1.maven.org: de.lmu.ifi.dbs.elki:elki-project

Homepage: http://elki.dbs.ifi.lmu.de/
Documentation: https://appdoc.app/artifact/de.lmu.ifi.dbs.elki/elki-project/
License: GNU Affero General Public License (AGPL) version 3.0
Latest release: 0.7.1
published almost 10 years ago

Versions: 2
Dependent Packages: 0
Dependent Repositories: 0

Rankings

Forks count: 8.2%

Stargazers count: 10.7%

Average: 24.9%

Dependent repos count: 32.0%

Dependent packages count: 48.9%

Last synced: 4 months ago

repo1.maven.org: de.lmu.ifi.dbs.elki:elki-test-core

ELKI - Unit Test Core – Open-Source Data-Mining Framework with Index Acceleration

Homepage: https://elki-project.github.io/
Documentation: https://appdoc.app/artifact/de.lmu.ifi.dbs.elki/elki-test-core/
License: GNU Affero General Public License (AGPL) version 3.0
Latest release: 0.7.5
published almost 7 years ago

Versions: 1
Dependent Packages: 0
Dependent Repositories: 0

Rankings

Forks count: 8.2%

Stargazers count: 10.7%

Average: 24.9%

Dependent repos count: 32.0%

Dependent packages count: 48.9%

Last synced: 4 months ago

Dependencies

.github/workflows/codecov.yml actions

actions/checkout v2 composite
actions/setup-java v1 composite
codecov/codecov-action v1 composite

.github/workflows/codeql.yml actions

actions/checkout v2 composite
actions/setup-java v1 composite
github/codeql-action/analyze v2 composite
github/codeql-action/init v2 composite

.github/workflows/gradle-build.yml actions

actions/checkout v2 composite
actions/setup-java v1 composite

addons/3dpc/build.gradle maven

addons/batikvis/build.gradle maven

addons/bundle/build.gradle maven

addons/joglvis/build.gradle maven

addons/libsvm/build.gradle maven

addons/lucene/build.gradle maven

addons/tutorial/build.gradle maven

addons/uncertain/build.gradle maven

addons/xtree/build.gradle maven

build.gradle maven

elki/build.gradle maven

elki-classification/build.gradle maven

elki-clustering/build.gradle maven

elki-core/build.gradle maven

elki-core-api/build.gradle maven

elki-core-data/build.gradle maven

elki-core-dbids/build.gradle maven

elki-core-dbids-int/build.gradle maven

elki-core-distance/build.gradle maven

elki-core-math/build.gradle maven

elki-core-parallel/build.gradle maven

elki-core-util/build.gradle maven

elki-data-generator/build.gradle maven

elki-database/build.gradle maven

elki-docutil/build.gradle maven

elki-geo/build.gradle maven

elki-gui-minigui/build.gradle maven

elki-index/build.gradle maven

elki-index-lsh/build.gradle maven

elki-index-mtree/build.gradle maven

elki-index-preprocessed/build.gradle maven

elki-index-rtree/build.gradle maven

elki-index-various/build.gradle maven

elki-input/build.gradle maven

elki-itemsets/build.gradle maven

elki-logging/build.gradle maven

elki-outlier/build.gradle maven

elki-persistent/build.gradle maven

elki-precomputed/build.gradle maven

elki-svm/build.gradle maven

elki-test-core/build.gradle maven

elki-timeseries/build.gradle maven