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[EN] Test Driven Data Analysis - with Nick Radcliffe
Code for Thought
Python TDA Library: A Workflow for Continuous Integration
The Python TDA library also includes some relatively new functionality for writing tests for you. That's for anything that you can run from the command line. We have had prototype stuff for doing things in real-time as well, but that's not really available in the library. There are some interesting extra challenges if you do things in real time sort of feeding one case in at a time. So it's easy to check the range of a field. On the data checking part, I think that is different. If you're running in batch, you can definitely have the checks just as part of what you're doing.
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