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Get Help

User questions: The best way to get help is to post your question to a site like StackOverflow, with thousands of users available to answer. Smaller alternatives include IRC, Gitter, and Reddit. We wish we could keep an eye on these sites, or answer questions directly, but the volume is just a little overwhelming!

Development issues: For NumPy development-related matters (e.g. bug reports), please see Community.

StackOverflow

A forum for asking usage questions, e.g. “How do I do X in NumPy?”. Please use the #numpy tag


Reddit

Another forum for usage questions.


Gitter

A real-time chat room where users and community members help each other.


IRC

Another real-time chat room where users and community members help each other.