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Re:Ask HN: What does your ML pipeline look like? by kwooding on Sunday April 21, 2019 @01:03PM (#19713109)
Here’s a framework we’ve been developing for this purpose, delivered as a python cookiecutter:

https://github.com/hackalog/cookiecutter-easydata

The framework makes use of conda environments, python 3.6+, makefiles, and jupyter notebooks, so if that tooling fits into your data/ML workflow.

We gave a tutorial on the framework at Pydata NYC, and it’s still very much in active development - we refine it with every new project we work on. The tutorial is available from:

https://github.com/hackalog/bus_number

While it works well for our projects, the more real-world projects we throw at it, the better the tooling gets, so we’d love to hear from anyone who want to give it a shot.

Re:Ask HN: What does your ML pipeline look like? by mallochio on Tuesday April 23, 2019 @01:25PM (#19730802)
+1 for mentioning this. Took it out for a test run. Really neat stuff.