CRAN/E | R Packages from Bernd Bischl

Bernd Bischl

Author of 34 R packages

Quick info

Bernd Bischl has worked on 34 packages so far. In total, Bernd Bischl has worked with 66 other authors on those packages. Impressive teamwork!

Packages overview

BBmisc
BatchExperiments
BatchJobs
OpenML
ParamHelpers
RBPcurve
aslib
batchtools
bbotk
checkmate
farff
fmeffects
llama
mcboost
mco
mlr
mlr3
mlr3benchmark
mlr3fda
mlr3filters
mlr3fselect
mlr3hyperband
mlr3mbo
mlr3pipelines
mlr3resampling
mlr3summary
mlr3tuning
mlrCPO
mlrMBO
paradox
parallelMap
rscimark
soobench
tspmeta

Package details

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

Colleagues

Michel Lang
Jakob Bossek
Daniel Horn
Jakob Richter
Dirk Surmann
Olaf Mersmann
Henrik Bengtsson
Giuseppe Casalicchio
Dominik Kirchhoff
Benjamin Hofner
Pascal Kerschke
Joaquin Vanschoren
Karin Schork
Lars Kotthoff
Damir Pulatov
Marc Becker
Martin Binder
Dénes Tóth
Holger Löwe
Christian Scholbeck
Christian Heumann
Barry Hurley
Talal Rahwan
Florian Pfisterer
Susanne Dandl
Christoph Kern
Carolin Becker
Sebastian Fischer
Heike Trautmann
Detlef Steuer
Kalyanmoy Deb
Patrick Schratz
Julia Schiffner
Zachary Jones
Mason Gallo
Erich Studerus
Leonard Judt
Tobias Kuehn
Florian Fendt
Philipp Probst
Xudong Sun
Janek Thomas
Bruno Vieira
Laura Beggel
Quay Au
Stefan Coors
Steve Bronder
Alexander Engelhardt
Christoph Molnar
Annette Spooner
Raphael Sonabend
Lennart Schneider
Sonabend Raphael
Maximilian Muecke
Fabian Scheipl
John Zobolas
Sebastian Gruber
Julia Moosbauer
Michael H. Buselli
Wessel Dankers
Carlos Fonseca
Manuel Lopez-Ibanez
Luis Paquete
Toby Hocking
Ludwig Bothmann
Daniel Schalk