Extension Packages

Michel Lang edited this page Jan 10, 2019 · 15 revisions

This page collects packages or projects which extend mlr3. Open an issue if you are missing functionality or want your project listed here.

Started

mlr3db

DataBackend for dplyr. Allows tasks to transparently operate on various data storage systems, including SQL data bases, Apache Spark and Google’s BigQuery.

mlr3learners

Additional learners for regression and classification.

mlr3pipelines

Pipelines and DAGs for preprocessing and building complex workflows.

mlr3tuning

Hyperparameter tuning via random search, grid search, ...

mlr3featsel

Feature filters and feature selection algorithms.

mlr3survival

Extensions for survival analysis.

mlr3ordinal

Extensions for ordinal regression.

Planned

Open an issue in the respective project if you are interested in starting or supporting the development.

mlr3viz

Extensions for vizualizaton of mlr3 objects.

mlr3spatiotemporal

Extensions for spatiotemporal statistics.

mlr3cluster

Extensions for cluster analysis.

mlr3fda

Extensions for functional data analysis.

mlr3forecasting

Extensions for forecasting.

You can’t perform that action at this time.
You signed in with another tab or window. Reload to refresh your session. You signed out in another tab or window. Reload to refresh your session.
Press h to open a hovercard with more details.