MLHyperparameterTuning
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microsoft
Example of using HyperDrive to tune a regular ML learner.
Currently, the testing script uses the maximum number of iterations of the trained model to score the data. Add an "early_stopping_rounds" argument to the training script so it records the...
Consider changing the experiment to use low-priority nodes.
Once an AML SDK LightGBM estimator is available, use it to create the best model on the cluster.
Mat: There is no easy way to dev-test a set of notebooks locally. I use Makefiles but anything will do. Just something that makes it easy for someone to run...
Mat: Some of the scripts that are created in the notebooks could be broken up a bit. Where you are writing a comment stating what those lines below do that...
Mat: Instead of using print statements in the scripts use Python logging. Only reason is you can add debug logging statements that people can turn on or off. Print is...