Our great sponsors
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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
Networkx: Easily the easiest library to use. It's written in Python and by far and away the most Pythonic. It's extremely well documented and there's a robust community that uses it. Unfortunately, because it's written in Python (with bells and whistles from Numpy and Scipy) it inherits a lot of Python's limitations: namely that it is slow as all get-out. Python is particularly bad when nested loops are involved, which is terrible in graph analysis, since many measures need to be brute-forced by iterating over all nodes, edges, paths, etc. Doesn't work well for large networks (large here being 500+ nodes)