manbhavsingh/NiMARE ? reverse-engineered prompt

Build me a Python library for neuroimaging meta analysis, something that lets researchers run both coordinate based and image based analyses from a clean, easy to use API.

I want it to support common meta analytic workflows, like loading study data, running the analysis, and producing results that are easy to inspect and visualize. It should also include a few higher level tools for things like automated annotation and functional decoding, since that seems useful for real research workflows.

Please set it up like a proper open source scientific package, with good documentation, examples, tests, and an installable package structure. If you need to check current best practices or reference docs while building it, go ahead and look them up online. Keep the code organized and well documented so it would be practical for someone working in Python to use in a real neuroimaging project.