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mlr3: Machine Learning in R - next generation

Mlr3book ⭐ 230

Online version of Bischl, B., Sonabend, R., Kotthoff, L., & Lang, M. (Eds.). (2024). "Applied Machine Learning Using mlr3 in R". CRC Press.

Mlr3pipelines ⭐ 127

Dataflow Programming for Machine Learning in R

Mlr3proba ⭐ 103

Probabilistic Learning for mlr3

Doubleml For R ⭐ 88

DoubleML - Double Machine Learning in R

Mlr3learners ⭐ 85

Recommended learners for mlr3

Mlr3tuning ⭐ 46

Hyperparameter optimization package of the mlr3 ecosystem

Mlr3verse ⭐ 33

Meta-package for installing/updating mlr3* packages.

Flexible Bayesian Optimization in R

Data Backends to let mlr3 work transparently with (remote) data bases

Mlr3shiny ⭐ 20

mlr3shiny: Machine Learning in Shiny with mlr3

Mlr3 Learndrake ⭐ 18

Template for using mlr3 with drake

Black-box optimization framework for R.

Mlr3hyperband ⭐ 17

Successive Halving and Hyperband in the mlr3 ecosystem

Mlr3fselect ⭐ 17

Feature selection package of the mlr3 ecosystem.

Mlr3torch ⭐ 14

Deep learning framework for the mlr3 ecosystem based on torch

Mlr3fairness ⭐ 13

mlr3 extension for Fairness in Machine Learning

Mlr3misc ⭐ 10

Miscellaneous helper functions for mlr3

Mlr3tuningspaces ⭐ 10

Collection of search spaces for hyperparameter optimization in the mlr3 ecosystem

Mlr3measures ⭐ 7

Performance measures used in mlr3

Mlr3ordinal ⭐ 5

Ordinal Regression for mlr3

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