Edit your ~/.bashrc file and append the following line
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export HDF5_DIR="/home/kurse/kurs3/hdf5"
source ~/.bashrc
Try running
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pip3 install --user h5py
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pip3 install --user six
pip3 install --user cython
pip3 install --user pkgconfig
pip3 install --user h5py