Update code snippets in README to showcase ray.tune SearchSpaces

ray-project / tune-sklearn

A drop-in replacement for Scikit-Learn’s GridSearchCV / RandomizedSearchCV -- but with cutting edge hyperparameter tuning techniques.

https://docs.ray.io/en/master/tune/api_docs/sklearn.html

Apache License 2.0

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Update code snippets in README to showcase ray.tune SearchSpaces #176

Closed mkretsch327 closed 3 years ago

mkretsch327 commented 3 years ago

Small PR to update the example code snippets in the README to illustrate how users can leverage SearchSpaces to define param distributions in TuneSearchCV.

Update definition of parameter distributions to illustrate new ways of specifying parameter distributions with SearchSpaces.
Illustrates ways to sample over discrete distributions in a couple of ways