mlr3

There are 0 repository under mlr3 topic.

mlr3
mlr-org / mlr3
mlr3: Machine Learning in R - next generation
machine-learning data-science classification regression r mlr3 r-package
Language:R 879
mlr3book
mlr-org / mlr3book
Online version of Bischl, B., Sonabend, R., Kotthoff, L., & Lang, M. (Eds.). (2024). "Applied Machine Learning Using mlr3 in R". CRC Press.
mlr3 machine-learning book bookdown r
Language:TeX 240
mlr3pipelines
mlr-org / mlr3pipelines
Dataflow Programming for Machine Learning in R
mlr3 machine-learning pipelines preprocessing bagging stacking ensemble-learning r dataflow-programming r-package data-science
Language:R 130
DoubleML / doubleml-for-r
DoubleML - Double Machine Learning in R
machine-learning r mlr3 causal-inference statistics econometrics data-science double-machine-learning
Language:R 113
mlr3proba
mlr-org / mlr3proba
Probabilistic Learning for mlr3
probabilistic-supervised-learning survival-analysis probabilistic-regression density-estimation machine-learning supervised-learning mlr3 r r-package
Language:R 111
mlr3learners
mlr-org / mlr3learners
Recommended learners for mlr3
mlr3 machine-learning regression classification learners r r-package
Language:R 87
mlr3tuning
mlr-org / mlr3tuning
Hyperparameter optimization package of the mlr3 ecosystem
mlr3 machine-learning tuning r tune optimization hyperparameter-tuning bbotk r-package hyperparameter-optimization
Language:R 51
mlr-org / mlr3spatiotempcv
Spatiotemporal resampling methods for mlr3
mlr3 resampling spatial cross-validation temporal resampling-methods r r-package
Language:TeX 47
mlr-org / mlr3verse
Meta-package for installing/updating mlr3* packages.
cran meta mlr3 machine-learning r r-package
Language:R 44
mlr-org / mlr3spatial
Spatial objects within the mlr3 ecosystem
raster-prediction spatial spatial-modelling r r-package mlr3
Language:HTML 42
mlr3viz
mlr-org / mlr3viz
Visualizations for mlr3
mlr3 visualization r ggplot2 visualizations r-package
Language:R 41
mlr-org / mlr3keras
Deep learning for mlr3
mlr3 learners deep-learning r keras tensorflow r-package
Language:R 33
mlr-org / paradox
ParamHelpers Next Generation
mlr3 hyperparameters experimental-design transformations r r-package
Language:R 27
a-hanf / mlr3automl
Automated machine learning in mlr3
automl r mlr3
Language:R 24
LamaTe / mlr3shiny
mlr3shiny: Machine Learning in Shiny with mlr3
machine-learning shiny mlr3 data-science r introduction-to-machine-learning supervised-learning
Language:HTML 23
mlr3mbo
mlr-org / mlr3mbo
Flexible Bayesian Optimization in R
machine-learning r optimization bayesian-optimization model-based-optimization bbotk mlr3 r-package automl gaussian-process hyperparameter-optimization hyperparameter-tuning optimizer random-forest cran black-box-optimization hyperparameter tuning hpo
Language:R 23
mlr3db
mlr-org / mlr3db
Data Backends to let mlr3 work transparently with (remote) data bases
mlr3 machine-learning data-backend database mariadb mysql postgresql sqlite odbc bigquery spark r duckdb r-package
Language:R 21
mlr3gallery
mlr-org / mlr3gallery
Case studies using mlr3
mlr3 case-studies machine-learning preprocessing mlr3pipelines r
Language:HTML 21
mlr-org / bbotk
Black-box optimization framework for R.
machine-learning data-science black-box-optimization optimization hyperparameter-tuning r mlr3 bbotk r-package hyperparameter-optimization
Language:R 19
mlr3filters
mlr-org / mlr3filters
Filter-based feature selection for mlr3
filter mlr r filters mlr3 feature-selection variable-importance r-package
Language:R 19
mlr-org / mlr3-learndrake
Template for using mlr3 with drake
mlr3 drake machine-learning r workflow reproducibility
Language:HTML 18
mlr-org / mlr3cluster
Cluster analysis for mlr3
mlr3 cluster-analysis clustering r r-package
Language:R 18
mlr3fselect
mlr-org / mlr3fselect
Feature selection package of the mlr3 ecosystem.
machine-learning r optimization feature-selection evolutionary-algorithms random-search exhaustive-search recursive-feature-elimination sequential-feature-selection mlr3 r-package
Language:R 18
mlr-org / mlr3hyperband
Successive Halving and Hyperband in the mlr3 ecosystem
mlr3 machine-learning tuning r tune optimization hyperparameter-tuning hyperband bbotk automl
Language:R 18
mlr-org / mlr3torch
Deep learning framework for the mlr3 ecosystem based on torch
data-science deep-learning machine-learning mlr3 r r-package torch
Language:R 16
mlr-org / mlr3fairness
mlr3 extension for Fairness in Machine Learning
machine-learning fairness mlr3 r r-package
Language:HTML 13
mlr-org / mlr3benchmark
Analysis and tools for benchmarking in mlr3 and beyond.
benchmarking analysis mlr3 benchmark-experiments benchmark-analysis r r-package
Language:R 12
mlr-org / mlr3tuningspaces
Collection of search spaces for hyperparameter optimization in the mlr3 ecosystem
r machine-learning mlr3 tuning tune hyperparameter-tuning automl r-package
Language:R 12
mlr3measures
mlr-org / mlr3measures
Performance measures used in mlr3
mlr3 machine-learning performance-evaluation performance-measures r r-package
Language:R 11
mlr3misc
mlr-org / mlr3misc
Miscellaneous helper functions for mlr3
mlr3 miscellaneous machine-learning r r-package
Language:R 10
mlr-org / mlr3survival
Survival analysis for mlr3
survival-analysis r survival mlr3
Language:R 7
mlr-org / mlr3batchmark
Connector between mlr3 and batchtools
batchtools mlr3 hpc cluster-computing r high-performance-computing r-package
Language:R 5
mlr3ordinal
mlr-org / mlr3ordinal
Ordinal Regression for mlr3
machine-learning data-science r mlr3 ordinal-regression regression r-package
Language:R 5
mlr-org / mlr3oml
Connect mlr3 with OpenML
machine-learning data-science openml data datasets mlr3 r r-package
Language:R 4
mlr-org / rush
Parallel and distributed computing in R.
mlr3 parallel-computing r
Language:R 4
bblodfon / paad-survival-bench
Benchmark survival ML models against a multimodal TCGA dataset
benchmark curatedtcgadata mlr3 tcga mlr3proba survival-prediction
Language:R 3