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The Hierarchical Data Modeling Framework (HDMF) supports the specification of hierarchical data standards and creation of advanced data APIs that insulate the users from the specification and I/O, enabling the integration of new data backends and flexible extension of standards. HDMF is available online at https://github.com/hdmf-dev/hdmf and available via PyPI https://pypi.org/project/hdmf/ .