Pipeline_space as yaml input

automl / neps

Neural Pipeline Search (NePS): Helps deep learning experts find the best neural pipeline.

https://automl.github.io/neps/

Apache License 2.0

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Pipeline_space as yaml input #46

Closed Neeratyoy closed 7 months ago

Neeratyoy commented 7 months ago

Enabled initialization of search_space via a YAML file. You can find an example in neps_examples/basic_usage/defining_search_space. For more information, refer to docs/pipeline_space.md. Supported Parameter Types: Int, Float, Categorical, Constant

Neeratyoy commented 7 months ago

The directories were restructured. Needs to be updated with the master.

danrgll commented 7 months ago

The directories were restructured. Needs to be updated with the master.

Done.

Neeratyoy commented 7 months ago

Looks good!

There is only one issue with the tests cases for the wrong YAML inputs where I think the test is not being checked correctly.

Overall, it looks quite comprehensive with what looks like adequate documentation! Some other comments I have left as notes for future improvements.

One more such point is, can we now generate a yaml from a pipeline_space or SearchSpace and save it along with the files we write for a NePS run? If so, let us add that too @danrgll @TarekAbouChakra.

Neeratyoy commented 7 months ago

@TarekAbouChakra @danrgll Please feel free to coordinate and monitor merges during December. :)