A light-weight script for maintaining a LOT of machine learning experiments.
Project description
Maintaining many machine learning experiments requires much manual effort. This lightweight tool helps you currently run a LOT of experiments with simple commands and configurations. You can easily aggregate custom metrics for each experiment with a single line of code.
Install
$ pip install mlrunner
Usage
Download and edit params.yaml, then simply
$ run
When all experiments finish, start a jupyter notebook and analyze results using examine.Examiner.
See the github repo for example use cases.
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