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<img src="{{ 'assets/img/TMLR_Beyond_PDF_Logo.png' | relative_url }}" width="400px" style="display:block; margin: auto;">


## About TMLR Beyond PDF

TMLR Beyond PDF is part of [Transactions on Machine Learning Research (TMLR)](https://jmlr.org/tmlr/index.html).
As an entirely online publication, TMLR is not bound by conventional publication formats.
As such, TMLR Beyond PDF gives authors the option of submitting papers to TMLR in HTML format, which can support a much wider range of content, including more sophisticated visualizations and interactive elements.
TMLR Beyond PDF is inspired by previous initiatives including [distill.pub](https://distill.pub/).
Please see the <a href="{{ submitting.html | relative_url }}">Submission Instructions</a> for how to submit, and the [TMLR website](https://jmlr.org/tmlr/editorial-policies.html) for more details on TMLR's editorial policies, review process, etc., which apply to both conventional and Beyond PDF submissions.
TMLR Beyond PDF is largely thanks to the efforts of TMLR Managing Editor Paul Vicol, who spearheaded the initiative and all implementation.
Thanks also to the OpenReview team for adding features on their side, and to ___ for advice in the design process.
