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Why GDAL (we know painful dep.):
supported in Anaconda
compression support
transparency
color options
pyramids (support for any image)
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The packages sphinx and numpydoc should be development dependencies (in cookiecutter template!).
Validity of all doctests (in code or docs) must be validated by continuous integration.
Currently, the planetaryimage package adheres to these requirements. Look at the numpydoc docstrings, the docs, the tests, the Makefile, tox.ini and .travis.yml for examples.