Modularize your machine learning pipelines.
Project description
tidyML
Machine learning pipelines are too often built from spaghetti. This package provides utilities to consolidate logic and minimize duplication, which helps you write maintainable code.
Modules
-
DataMediator
-
ExperimentTracker
NeptuneExperimentTrackerWandbExperimentTracker
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HyperparameterOptimizer
BayesianOptimizerGaussianProcessRegressorRegressorCollection
Environment
Development quickstart
-
Install Python, open a terminal in the tidyML directory
-
Install dependencies with
pip install -r requirements.txt
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