Collective Knowledge - lightweight knowledge manager to organize, cross-link, share and reuse artifacts
Project description
We designed open-source Collective Knowledge framework (CK) to enable automated, collaborative, systematic and reproducible research: http://cKnowledge.org .
CK is a small, modular, customizable, portable and CLI-based tool helping the community develop, share and reuse common APIs and JSON meta descriptions for ad-hoc software, hardware, data, and models.
Such reusable APIs help researchers and workgroups automate all their tedious and repetitive tasks such as detecting software and hardware dependencies; installing missing packages; downloading data sets and models; compiling and running programs; assembling and running pipelines (workflows) for model/software/hardware benchmarking, autotuning and co-design; crowdsourcing time-consuming experiments across computing resources provided by volunteers similar to SETI@home; reproducing and visualizing results; enabling fair comparison of numerous published techniques; automatically generating interactive articles and reproducible papers with reusable research pipelines and components, and so on.
Real world use cases: http://cKnowledge.org/partners
FOSDEM’19 presentation: https://doi.org/10.5281/zenodo.2556147
Reproducible papers: http://cTuning.org/ae
Development: https://github.com/ctuning/ck
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