mlr3 and mlr3extralearners

mlr3extralearners is a complementary extension package that provides additional machine learning algorithm implementations for use within the mlr3 framework, rather than replacing or competing with it.

mlr3
62
Established
mlr3extralearners
60
Established
Maintenance 17/25
Adoption 10/25
Maturity 16/25
Community 19/25
Maintenance 13/25
Adoption 9/25
Maturity 16/25
Community 22/25
Stars: 1,060
Forks: 96
Downloads:
Commits (30d): 9
Language: R
License: LGPL-3.0
Stars: 114
Forks: 59
Downloads:
Commits (30d): 0
Language: R
License: LGPL-3.0
No Package No Dependents
No Package No Dependents

About mlr3

mlr-org/mlr3

mlr3: Machine Learning in R - next generation

This tool helps data scientists and analysts in R build and evaluate machine learning models for classification, regression, and survival analysis. You provide your dataset, and it helps you train models and understand how well they perform. This is for R users who need to conduct rigorous machine learning experiments.

data-science predictive-modeling statistical-analysis machine-learning-workflow model-evaluation

About mlr3extralearners

mlr-org/mlr3extralearners

Extra learners for use in mlr3.

This tool provides additional pre-configured machine learning models for the mlr3 R package, enabling you to build predictive models for a wide range of tasks. You feed in your raw data, select a model, and it outputs predictions or classifications. It's designed for data scientists, statisticians, and researchers who use R for advanced analytics and machine learning.

predictive-modeling statistical-analysis data-science quantitative-research r-programming

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