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Top 3 ensembles open source projects

multi-imbalance

Python package for tackling multi-class imbalance problems. http://www.cs.put.poznan.pl/mlango/publications/multiimbalance/

✭ 66

python machine-learning decomposition balancing resampling preprocessing decision-trees class-imbalance ensembles python-package smote oversampling bagging undersampling multi-class-imbalance

pytorch-ensembles

Pitfalls of In-Domain Uncertainty Estimation and Ensembling in Deep Learning, ICLR 2020

✭ 196

Jupyter Notebook python shell deep-learning pytorch uncertainty ensembles iclr2020

tools for scalable and non-intrusive parameter estimation, uncertainty analysis and sensitivity analysis

✭ 90

C++HTML Jupyter Notebook fortran Smarty CMake optimization parallel-computing parameter-estimation optimization-tools ensembles uncertainty-quantification sensitivity-analysis global-sensitivity-analysis ensemble-methods non-intrusive

1-3 of 3 ensembles projects