Collective Knowledge (software)

<p>The Collective Knowledge (CK) project is an <a href="/facts/Open-source/7X9rCdz4">open-source</a> <a href="/facts/Software_framework/EWasA8sG">framework</a> and <a href="/facts/Software_repository/TlX4RM8Y">repository</a> 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:
</p>
<ul><li>share their code, data and models as reusable <a href="/facts/Python_(programming_language)/YbuGqofa">Python</a> components and automation actions with unified <a href="/facts/JSON/bs1rUAhd">JSON</a> <a href="/facts/API/GMlN4vUr">API</a>, JSON meta information, and a <a href="/facts/Unique_identifier/NMcgc7qX">UID</a> based on <a href="/facts/FAIR_data/W0xxG6kx">FAIR principles</a></li>
<li>assemble portable workflows from shared components (such as multi-objective autotuning and <a href="/facts/Design_space_exploration/MCqcNb5U">Design space exploration</a>)</li>
<li>automate, <a href="/facts/Crowdsource/pIjlvb3E">crowdsource</a> and reproduce benchmarking of complex computational systems</li>
<li>unify <a href="/facts/Predictive_analytics/tbqzk5qe">predictive analytics</a> (<a href="/facts/Scikit-learn/HqxDHRMJ">scikit-learn</a>, <a href="/facts/R_(programming_language)/LSrkr8K8">R</a>, DNN)</li>
<li>enable reproducible and interactive papers</li></ul>

Collective Knowledge (software) open-in-new

Collective Knowledge (software)