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Ways To Promote Practice Of Open Science

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Courtesy:  https://matter.childmind.org//open-science.html Within one’s home institution Catalyze open science practices and projects through seminars, workshops, hackathons, contests, proposals, etc. When tasked with an assignment, big or small, opt for open methods where possible (for example, complete a homework assignment using  Python ,  R , or  Octave  in a shareable  Jupyter  or  R Notebook  vs. using a proprietary, licensed product like  MATLAB ). Strive toward reproducibility (even for oneself in the future!) by providing self-contained software environments, example input/output data, and clear and updated documentation. Collaborations Forge ties across labs even within an institution to make use of each other’s data/software. Collaborate with institutions that require open standards. Use collaborative software (e.g.,  Google Docs ) and where applicable, collaborative software engineering practices with public discussions and issues (e.g.,  GitHub ,  GitLab ,
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