ml_uncertainty: A Python module for estimating uncertainty in predictions of machine learning models

Description

This software is a Python module for estimating uncertainty in predictions of machine learning models. It is a Python package that calculates uncertainties in machine learning models using bootstrapping and residual bootstrapping. It is intended to interface with scikit-learn but any Python package that uses a similar interface should work.

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Name Format Description Link
DOI Access for ml_uncertainty: A Python module for estimating uncertainty in predictions of machine learning models Unknown Open resource
Machine Learning Uncertainty Estimation Toolbox Unknown This software is a Python package that calculates uncertainties in machine learning models using bootstrapping and residual bootstrapping. It is intended to interface with scikit-learn but any Python package that uses a similar interface should work. Open resource

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