BBmisc | Miscellaneous Helper Functions for B. Bischl Bernd Bischl , Michel Lang , Jakob Bossek , Daniel Horn , Jakob Richter , Dirk Surmann |
BatchExperiments | Statistical Experiments on Batch Computing Clusters Bernd Bischl , Michel Lang , Olaf Mersmann |
BatchJobs | Batch Computing with R Bernd Bischl , Michel Lang , Henrik Bengtsson |
OpenML | Open Machine Learning and Open Data Platform Giuseppe Casalicchio , Bernd Bischl , Dominik Kirchhoff , Michel Lang , Benjamin Hofner , Jakob Bossek , Pascal Kerschke , Joaquin Vanschoren |
ParamHelpers | Helpers for Parameters in Black-Box Optimization, Tuning and Machine Learning Bernd Bischl , Michel Lang , Jakob Richter , Jakob Bossek , Daniel Horn , Karin Schork , Pascal Kerschke |
RBPcurve | The Residual-Based Predictiveness Curve Giuseppe Casalicchio , Bernd Bischl |
aslib | Interface to the Algorithm Selection Benchmark Library Bernd Bischl , Lars Kotthoff , Pascal Kerschke , Damir Pulatov |
batchtools | Tools for Computation on Batch Systems Michel Lang , Bernd Bischl , Dirk Surmann |
bbotk | Black-Box Optimization Toolkit Marc Becker , Jakob Richter , Michel Lang , Bernd Bischl , Martin Binder , Olaf Mersmann |
checkmate | Fast and Versatile Argument Checks Michel Lang , Bernd Bischl , Dénes Tóth |
farff | A Faster 'ARFF' File Reader and Writer Marc Becker , Bernd Bischl , Jakob Bossek |
fmeffects | Model-Agnostic Interpretations with Forward Marginal Effects Holger Löwe , Christian Scholbeck , Christian Heumann , Bernd Bischl , Giuseppe Casalicchio |
llama | Leveraging Learning to Automatically Manage Algorithms Lars Kotthoff , Bernd Bischl , Barry Hurley , Talal Rahwan , Damir Pulatov |
mcboost | Multi-Calibration Boosting Florian Pfisterer , Susanne Dandl , Christoph Kern , Carolin Becker , Bernd Bischl , Sebastian Fischer |
mco | Multiple Criteria Optimization Algorithms and Related Functions Olaf Mersmann , Heike Trautmann , Detlef Steuer , Bernd Bischl , Kalyanmoy Deb |
mlr | Machine Learning in R Bernd Bischl , Michel Lang , Lars Kotthoff , Patrick Schratz , Julia Schiffner , Jakob Richter , Zachary Jones , Giuseppe Casalicchio , Mason Gallo , Jakob Bossek , Erich Studerus , Leonard Judt , Tobias Kuehn , Pascal Kerschke , Florian Fendt , Philipp Probst , Xudong Sun , Janek Thomas , Bruno Vieira , Laura Beggel , Quay Au , Martin Binder , Florian Pfisterer , Stefan Coors , Steve Bronder , Alexander Engelhardt , Christoph Molnar , Annette Spooner |
mlr3 | Machine Learning in R - Next Generation Michel Lang , Bernd Bischl , Jakob Richter , Patrick Schratz , Giuseppe Casalicchio , Stefan Coors , Quay Au , Martin Binder , Florian Pfisterer , Raphael Sonabend , Lennart Schneider , Marc Becker , Sebastian Fischer |
mlr3benchmark | Analysis and Visualisation of Benchmark Experiments Sonabend Raphael , Florian Pfisterer , Michel Lang , Bernd Bischl , Sebastian Fischer |
mlr3fda | Extending 'mlr3' to Functional Data Analysis Sebastian Fischer , Maximilian Muecke , Fabian Scheipl , Bernd Bischl |
mlr3filters | Filter Based Feature Selection for 'mlr3' Patrick Schratz , Michel Lang , Bernd Bischl , Martin Binder , John Zobolas |
mlr3fselect | Feature Selection for 'mlr3' Marc Becker , Patrick Schratz , Michel Lang , Bernd Bischl |
mlr3hyperband | Hyperband for 'mlr3' Marc Becker , Sebastian Gruber , Jakob Richter , Julia Moosbauer , Bernd Bischl |
mlr3mbo | Flexible Bayesian Optimization Lennart Schneider , Jakob Richter , Marc Becker , Michel Lang , Bernd Bischl , Florian Pfisterer , Martin Binder , Sebastian Fischer , Michael H. Buselli , Wessel Dankers , Carlos Fonseca , Manuel Lopez-Ibanez , Luis Paquete |
mlr3pipelines | Preprocessing Operators and Pipelines for 'mlr3' Martin Binder , Florian Pfisterer , Lennart Schneider , Bernd Bischl , Michel Lang , Sebastian Fischer , Susanne Dandl |
mlr3resampling | Resampling Algorithms for 'mlr3' Framework Toby Hocking , Michel Lang , Bernd Bischl , Jakob Richter , Patrick Schratz , Giuseppe Casalicchio , Stefan Coors , Quay Au , Martin Binder , Florian Pfisterer , Raphael Sonabend , Lennart Schneider , Marc Becker , Sebastian Fischer |
mlr3summary | Model and Learner Summaries for 'mlr3' Susanne Dandl , Marc Becker , Bernd Bischl , Giuseppe Casalicchio , Ludwig Bothmann |
mlr3tuning | Hyperparameter Optimization for 'mlr3' Marc Becker , Michel Lang , Jakob Richter , Bernd Bischl , Daniel Schalk |
mlrCPO | Composable Preprocessing Operators and Pipelines for Machine Learning Martin Binder , Bernd Bischl , Michel Lang , Lars Kotthoff |
mlrMBO | Bayesian Optimization and Model-Based Optimization of Expensive Black-Box Functions Bernd Bischl , Jakob Richter , Jakob Bossek , Daniel Horn , Michel Lang , Janek Thomas |
paradox | Define and Work with Parameter Spaces for Complex Algorithms Michel Lang , Bernd Bischl , Jakob Richter , Xudong Sun , Martin Binder , Marc Becker |
parallelMap | Unified Interface to Parallelization Back-Ends Bernd Bischl , Michel Lang , Patrick Schratz |
rscimark | SciMark 2.0 Benchmark for Scientific and Numerical Computing Bernd Bischl , Jakob Bossek |
soobench | Single Objective Optimization Benchmark Functions Olaf Mersmann , Bernd Bischl , Jakob Bossek , Leonard Judt |
tspmeta | Instance Feature Calculation and Evolutionary Instance Generation for the Traveling Salesman Problem Bernd Bischl , Jakob Bossek , Olaf Mersmann |