Collective Knowledge (software) (original) (raw)
- 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: * share their code, data and models as reusable Python components and automation actions with unified JSON API, JSON meta information, and a UID based on FAIR principles * assemble portable workflows from shared components (such as multi-objective autotuning and Design space exploration) * automate, crowdsource and reproduce benchmarking of complex computational systems * unify predictive analytics (scikit-learn, R, DNN) * enable reproducible and interactive papers (en)
- dbr:MLOps
- dbr:DevOps
- https://cTuning.org/ae
- dbr:Continuous_integration
- dbr:Data_management
- dbr:Knowledge_management
- dbr:FAIR_data
- dbr:Reproducibility
- dbr:Package_management_system
- dbr:Scientific_workflow_system
- 2021-07-23 (xsd:date)
- 2.5.8
- https://cTuning.org/ae
- http://adapt-workshop.org/motivation2016.html
- https://cknowledge.io
- https://mlperf.org
- https://cKnowledge.io/docs
- https://github.com/ctuning/ck
- https://cknowledge.io/results
- 51616274 (xsd:integer)
- 8454 (xsd:nonNegativeInteger)
- 1117794585 (xsd:integer)
- dbr:Python_(language)
- dbr:Python_(programming_language)
- dbr:Scikit-learn
- dbr:MLOps
- dbc:Build_automation
- dbr:University_of_Cambridge
- dbr:Design_space_exploration
- dbr:DevOps
- dbr:Quantum_computing
- dbr:Compiler
- dbr:General_Motors
- dbr:Continuous_integration
- dbr:Convolutional_neural_network
- dbr:Android_(operating_system)
- dbr:Apache_License
- dbr:Linux
- dbr:Mac_OS_X
- dbr:Physics
- dbr:Predictive_analytics
- dbr:BSD_License
- dbr:CTuning_foundation
- dbr:Data_management
- dbr:Wikipedia
- dbr:Crowdsource
- dbr:Knowledge_management
- dbr:Software_repository
- dbr:ARM_Holdings
- dbr:Grigori_Fursin
- dbr:JSON
- dbr:Association_for_Computing_Machinery
- dbr:API
- dbc:Workflow_applications
- dbr:Software_framework
- dbr:IBM
- dbr:Imperial_College_London
- dbr:Microsoft_Windows
- dbr:Open-source
- dbr:R_(programming_language)
- dbr:Raspberry_Pi_Foundation
- dbr:Reddit
- dbr:FAIR_data
- dbr:Reproducibility
- dbr:Package_management_system
- dbr:Unique_identifier
- dbr:Scientific_workflow_system
- dbr:Sloan_Foundation
- Grigori Fursin and the cTuning foundation (en)
- Knowledge management, FAIR data, MLOps, Data management, Artifact Evaluation, Package management system, Scientific workflow system, DevOps, Continuous integration, Reproducibility (en)
- 2021-07-23 (xsd:date)
- 2.500000 (xsd:double)
- Apache License for version 2.0 and BSD License 3-clause for version 1.0 (en)
- Collective Knowledge and cTuning logo.png (en)
- Collective Knowledge (en)
- dbt:Infobox_software
- dbt:Reflist
- dbt:Short_description
- dbt:Start_date_and_age
- dbt:Release_date
- dbt:FLOSS
- 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: (en)
- Collective Knowledge (software) (en)
- Collective Knowledge (CK) (en)
is dbo:knownFor of
is dbo:wikiPageDisambiguates of
is dbo:wikiPageWikiLink of
- dbr:List_of_build_automation_software
- dbr:Benchmark_(computing)
- dbr:MILEPOST_GCC
- dbr:CTuning_foundation
- dbr:Knowledge_management_software
- dbr:Grigori_Fursin
- dbr:Collective_Tuning_Initiative
- dbr:CK
- dbr:Workflow_management_system
- dbr:List_of_software_package_management_systems
- dbr:Scientific_workflow_system
is foaf:primaryTopic of