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h5r package: cannot find hdf5

There is also a bioconductor package that provides an HDF5 interface:

http://bioconductor.org/packages/release/bioc/html/rhdf5.html

I have no idea whether it's config files might include a more extensive search for installed versions of HDF5. Unlike h5r it is available for all three major forks of R.