mlr-org/mlr3multioutput mlr-org/mlr3multioutput

  • Stars
    star
    4
  • Rank 3,304,323 (Top 66 %)
  • Language
    R
  • Created about 4 years ago
  • Updated over 2 years ago
Twitter logo Share LinkedIn logo Share Facebook logo Share
mlr-org/mlr3multioutput
github

mlr-org

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

Multiple Targets for mlr3

More Repositories

1

mlr

Machine Learning in R
R
1,643
star
2

mlr3

mlr3: Machine Learning in R - next generation
R
937
star
3

mlr3book

Online version of Bischl, B., Sonabend, R., Kotthoff, L., & Lang, M. (Eds.). (2024). "Applied Machine Learning Using mlr3 in R". CRC Press.
TeX
253
star
4

mlrMBO

Toolbox for Bayesian Optimization and Model-Based Optimization in R
R
187
star
5

mlr3pipelines

Dataflow Programming for Machine Learning in R
R
138
star
6

mlr3proba

Probabilistic Learning for mlr3
R
128
star
7

mlr3extralearners

Extra learners for use in mlr3.
R
90
star
8

mlr3learners

Recommended learners for mlr3
R
90
star
9

mlr-outreach

HTML
64
star
10

parallelMap

R package to interface some popular parallelization backends with a unified interface
R
57
star
11

mlr3tuning

Hyperparameter optimization package of the mlr3 ecosystem
R
54
star
12

mlr3verse

Meta-package for installing/updating mlr3* packages.
R
50
star
13

mlr3spatiotempcv

Spatiotemporal resampling methods for mlr3
TeX
48
star
14

mlr3viz

Visualizations for mlr3
R
42
star
15

mlr3spatial

Spatial objects within the mlr3 ecosystem
HTML
42
star
16

mlr3torch

Deep learning framework for the mlr3 ecosystem based on torch
R
38
star
17

mlrCPO

Composable Preprocessing Operators for MLR
R
37
star
18

mlr3keras

Deep learning for mlr3
R
36
star
19

mcboost

Multi-Calibration & Multi-Accuracy Boosting for R
R
30
star
20

paradox

ParamHelpers Next Generation
R
28
star
21

ParamHelpers

Helpers for parameters in black-box optimization, tuning and machine learning.
R
26
star
22

mlr3mbo

Flexible Bayesian Optimization in R
R
25
star
23

mlr3cluster

Cluster analysis for mlr3
R
21
star
24

mlr3fselect

Feature selection package of the mlr3 ecosystem.
R
21
star
25

mlr3gallery

Case studies using mlr3
HTML
21
star
26

mlr3db

Data Backends to let mlr3 work transparently with (remote) data bases
R
21
star
27

mlr3filters

Filter-based feature selection for mlr3
R
20
star
28

bbotk

Black-box optimization framework for R.
R
20
star
29

mlr3temporal

Forecasting for mlr3
HTML
20
star
30

mlr3-learndrake

Template for using mlr3 with drake
HTML
18
star
31

mlr3hyperband

Successive Halving and Hyperband in the mlr3 ecosystem
R
18
star
32

miesmuschel

Flexible Mixed Integer Evolutionary Strategies
R
15
star
33

user2020

Material for the useR2020 tutorial
14
star
34

mlr3fairness

mlr3 extension for Fairness in Machine Learning
HTML
14
star
35

mlr3tuningspaces

Collection of search spaces for hyperparameter optimization in the mlr3 ecosystem
R
13
star
36

mlr3measures

Performance measures used in mlr3
R
13
star
37

mlr3benchmark

Analysis and tools for benchmarking in mlr3 and beyond.
R
12
star
38

mlr3misc

Miscellaneous helper functions for mlr3
R
12
star
39

farff

a faster arff parser
R
11
star
40

mlr3cheatsheets

Cheat Sheets for mlr3 and Friends
HTML
11
star
41

mlr3website

The mlr3 quarto website and accomanying R package.
R
8
star
42

rush

Parallel and distributed computing in R.
R
8
star
43

mlr-extralearner

R
8
star
44

mlr3survival

Survival analysis for mlr3
R
7
star
45

mlr3automl

R
6
star
46

mlr3-targets

R
6
star
47

mlr3oml

Connect mlr3 with OpenML
R
6
star
48

mlr3summary

R
6
star
49

mlr3learners.template

Learner from package {<package>} for mlr3
R
5
star
50

mlr3batchmark

Connector between mlr3 and batchtools
R
5
star
51

mlr3docker

Docker Image for mlr3
Dockerfile
5
star
52

mlr3ordinal

Ordinal Regression for mlr3
R
5
star
53

mlr3fda

Functional Data Analysis for mlr3
R
4
star
54

styler.mlr

{styler} mlr style guide
R
4
star
55

mlr3forecast

Time series forecasting for mlr3
R
4
star
56

mlr-web

HTML
3
star
57

mlr3pkgdowntemplate

pkgdown template package for mlr* packages
SCSS
2
star
58

mlr3data

Data sets used in the book, gallery, or in examples of mlr3.
R
2
star
59

mlr3inferr

Statistical methods for inference on the generalization error
R
2
star
60

mlr3ensemble

mlr3 extension package for ensemble machine learning
R
1
star
61

mlr-org-website

HTML
1
star
62

mlrcranlog

mlr-org cranlogs
R
1
star