Research any topic before you write.

Find related topics. | Discover entities. | See connections. | Build a topical map.

Collective Knowledge (software): Works, Notable usages & Portable package manager for portable workflows

The Collective Knowledge (CK) project is an open-source framework and repository to enable collaborative, reproducible and sustainable research and development of complex computational systems. CK is a small, portable, customizable and decentralized infrastructure helping researchers and practitioners:

Language: English [EN]
Use the mouse wheel or two fingers (on touchscreens) to zoom in and out of the map.
100%
More settings
100% 100% 100% 100% 100%

Collective Knowledge (software) topic overview

The analysis highlights Works, Notable usages and Portable package manager for portable workflows as prominent areas in the source structure around Collective Knowledge (software).

Related topics
27
Source areas
4
Connected nodes
31
Extracted relationships
8
Concept neighborhoods
13
Bridge connections
31

What this topic covers Research coverage

Source areas are shown by the number of related topics found in each part of the analysis. Use smaller areas too: they can reveal specialized angles and content gaps.

Notable usages · 12 topics
Overview · 12 topics
Reproducibility of experiments · 2 topics
Portable package manager for portable workflows · 1 topics

Smaller areas are not necessarily less important. They contain fewer connections in this analysis and can be useful for finding specialized angles or coverage gaps.

Key facts & relationships

High-confidence facts extracted from structured source data. Use them as anchors for further research.

Developers
Grigori Fursin and the cTuning foundation
License
Apache License for version 2.0 and BSD License 3-clause for version 1.0
Operating system
Linux, Mac OS X, Microsoft Windows, Android
Release
2015; 11 years ago (2015)
Stable release
2.6.3 (discontinued for the new Collective Mind framework) / November 30, 2022 (2022-11-30)
Type
Knowledge management, FAIR data, MLOps, Data management, Artifact Evaluation, Package management system, Scientific workflow system, DevOps, Continuous integration, Reproducibility

Explore all related topics Closing gaps

Browse the complete topic structure, not only the most central items. Less prominent entities and concepts can reveal missing angles, specialized context and useful research gaps. Each item opens a new analysis centered on that subject.

Overview

Notable usages

Portable package manager for portable workflows

Reproducibility of experiments

Advanced semantic analysis

Deeper signals for content research, entity SEO and topical coverage. The plain-language headings explain what each technical view is useful for.

How Collective Knowledge (software) connects Entity context

The extracted context around Collective Knowledge (software) shows recurring relationship patterns in the source. For example, Collective Knowledge (software) → Grigori Fursin and the cTuning foundation Another extracted example is Collective Knowledge (software) → Apache License for version 2.0 and BSD License 3-clause for version 1.0. Use these groups to spot repeated connection types before inspecting the individual relationships.

Collective Knowledge (software)

Top relations

Developers · 1
Collective Knowledge (software) → Grigori Fursin and the cTuning foundation
License · 1
Collective Knowledge (software) → Apache License for version 2.0 and BSD License 3-clause for version 1.0
Operating system · 1
Collective Knowledge (software) → Linux, Mac OS X, Microsoft Windows, Android
Release · 1
Collective Knowledge (software) → 2015; 11 years ago (2015)
Stable release · 1
Collective Knowledge (software) → 2.6.3 (discontinued for the new Collective Mind framework) / November 30, 2022 (2022-11-30)
Type · 1
Collective Knowledge (software) → Knowledge management, FAIR data, MLOps, Data management, Artifact Evaluation, Package management system, Scientific workflow system, DevOps, Continuous integration, Reproducibility
Website · 1
Collective Knowledge (software) → github.com/ctuning/ck, cknow.io
Written in · 1
Collective Knowledge (software) → Python

Important terminology

Use these terms to understand the vocabulary surrounding the topic, not as a checklist for keyword stuffing.

Important terminology

ck enable python reproducible data reproducibility package components complex computational systems framework portable workflows json crowdsource workflow collective knowledge fair

Collective Knowledge (software) relationships Subject–Predicate–Object triples

TTTA extracted 8 structured relationships around Collective Knowledge (software). Examples in this analysis include Collective Knowledge (software) → Developers → Grigori Fursin and the cTuning foundation and Collective Knowledge (software) → License → Apache License for version 2.0 and BSD License 3-clause for version 1.0. The table shows each extracted connection, where it came from and its confidence.

SubjectPredicateObjectConfidenceSrc
Collective Knowledge (software)DevelopersGrigori Fursin and the cTuning foundation1.00infobox
Collective Knowledge (software)LicenseApache License for version 2.0 and BSD License 3-clause for version 1.01.00infobox
Collective Knowledge (software)Operating systemLinux, Mac OS X, Microsoft Windows, Android1.00infobox
Collective Knowledge (software)Release2015; 11 years ago (2015)1.00infobox
Collective Knowledge (software)Stable release2.6.3 (discontinued for the new Collective Mind framework) / November 30, 2022 (2022-11-30)1.00infobox
Collective Knowledge (software)TypeKnowledge management, FAIR data, MLOps, Data management, Artifact Evaluation, Package management system, Scientific workflow system, DevOps, Continuous integration, Reproducibility1.00infobox
Collective Knowledge (software)Websitegithub.com/ctuning/ck, cknow.io1.00infobox
Collective Knowledge (software)Written inPython1.00infobox

Related concept clusters Concept neighborhoods

The concept neighborhoods around Collective Knowledge (software) bring nearby vocabulary together. In this analysis, examples include Collaborative, Complex and Computational. Use the clusters to find adjacent concepts and terminology that may deserve separate research.

  • Collective Knowledge (software)
    • Collaborative
    • Complex
    • Computational
    • Framework
    • Knowledge
    • Reproducible
    • Research
    • Systems
    • Enable
    • Api
    • Artifact
    • Automate
  • collective knowledge (software)
    • Collaborative
    • Complex
    • Computational
    • Framework
    • Knowledge
    • Reproducible
    • Research
    • Systems
    • Enable
    • Api
    • Ck
    • Crowdsource
  • framework
    • Complex
    • Computational
    • Knowledge
    • Reproducible
    • Research
    • Systems
    • Enable
    • Api
    • Artifact
    • Automate
    • Autotuning
    • Code
  • api
    • Artifact
    • Automate
    • Autotuning
    • Code
    • Crowdsource
    • Ctuning
    • Fair
    • Foundation
    • Json
    • Manager
    • Multi-objective
    • Package
  • crowdsource
    • Ctuning
    • Fair
    • Foundation
    • Json
    • Manager
    • Multi-objective
    • Package
    • Portable
    • Python
    • Reproduce
    • Researchers
    • Workflows
  • ctuning foundation
    • Fair
    • Foundation
    • Json
    • Manager
    • Multi-objective
    • Package
    • Portable
    • Python
    • Reproduce
    • Researchers
    • Workflows
    • Data
  • portable package manager for portable workflows
    • Api
    • Artifact
    • Automate
    • Autotuning
    • Code
    • Crowdsource
    • Ctuning
    • Fair
    • Foundation
    • Json
    • Manager
    • Multi-objective
  • reproducibility of experiments
    • System
    • Ctuning
    • Fair
    • Foundation
    • Json
    • Manager
    • Multi-objective
    • Package
    • Portable
    • Python
    • Reproduce
    • Researchers

Connections between topic areas Semantic bridges

For Collective Knowledge (software), one of the stronger structural bridges in this analysis connects Collective Knowledge (software) with Overview. Bridges highlight paths between different parts of the map and can reveal research angles that are easy to miss in a flat list.

Min side: 3
Collective Knowledge (software) — Overview · splits 19 ⟂ 13
Collective Knowledge (software) — Notable usages · splits 19 ⟂ 13
Collective Knowledge (software) — Reproducibility of experiments · splits 29 ⟂ 3

Map overview Semantic statistics

Collective Knowledge (software)

Nodes32
Edges31
Triples8
Avg. degree1.94
Density0.0625
Components1

Source & methodology

TTTA analyzes the structure around Collective Knowledge (software) to surface related topics, entities, relationships, concept neighborhoods and bridge connections. Use the map to explore areas such as Works, Notable usages & Portable package manager for portable workflows, including less central topics that may reveal useful research gaps. Automatically extracted connections are research leads rather than rewritten encyclopedia content.

Source: Wikipedia — Collective Knowledge (software) · EN edition · Analysis: TopicsToTalkAbout

For writers, content strategists, SEOs, marketers and creators — from quick topic research to advanced semantic analysis.