Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
Projects in Awesome Lists by mlr-org
A curated list of projects in awesome lists by mlr-org .
https://github.com/mlr-org/mlr
Machine Learning in R
classification clustering cran data-science feature-selection hyperparameters-optimization imbalance-correction learners machine-learning mlr multilabel-classification predictive-modeling r r-package regression stacking statistics survival-analysis tuning tutorial
Last synced: 15 Oct 2024
https://github.com/mlr-org/mlr3
mlr3: Machine Learning in R - next generation
classification data-science machine-learning mlr3 r r-package regression
Last synced: 10 Oct 2024
https://github.com/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.
book bookdown machine-learning mlr3 r
Last synced: 06 Nov 2024
https://github.com/mlr-org/mlrmbo
Toolbox for Bayesian Optimization and Model-Based Optimization in R
bayesian-optimization black-box-optimization hyperparameter-optimization mlr mlrmbo model-based-optimization optimization r r-package
Last synced: 06 Nov 2024
https://github.com/mlr-org/mlr3pipelines
Dataflow Programming for Machine Learning in R
bagging data-science dataflow-programming ensemble-learning machine-learning mlr3 pipelines preprocessing r r-package stacking
Last synced: 10 Oct 2024
https://github.com/mlr-org/mlr3proba
Probabilistic Learning for mlr3
density-estimation machine-learning mlr3 probabilistic-regression probabilistic-supervised-learning r r-package supervised-learning survival-analysis
Last synced: 10 Oct 2024
https://github.com/mlr-org/mlr3extralearners
Extra learners for use in mlr3.
Last synced: 06 Nov 2024
https://github.com/mlr-org/mlr3learners
Recommended learners for mlr3
classification learners machine-learning mlr3 r r-package regression
Last synced: 06 Nov 2024
https://github.com/mlr-org/parallelmap
R package to interface some popular parallelization backends with a unified interface
Last synced: 06 Nov 2024
https://github.com/mlr-org/mlr3tuning
Hyperparameter optimization package of the mlr3 ecosystem
bbotk hyperparameter-optimization hyperparameter-tuning machine-learning mlr3 optimization r r-package tune tuning
Last synced: 30 Oct 2024
https://github.com/mlr-org/mlr3verse
Meta-package for installing/updating mlr3* packages.
cran machine-learning meta mlr3 r r-package
Last synced: 06 Nov 2024
https://github.com/mlr-org/mlr3spatiotempcv
Spatiotemporal resampling methods for mlr3
cross-validation mlr3 r r-package resampling resampling-methods spatial temporal
Last synced: 06 Nov 2024
https://github.com/mlr-org/mlr3spatial
Spatial objects within the mlr3 ecosystem
mlr3 r r-package raster-prediction spatial spatial-modelling
Last synced: 06 Nov 2024
https://github.com/mlr-org/mlr3viz
Visualizations for mlr3
ggplot2 mlr3 r r-package visualization visualizations
Last synced: 06 Nov 2024
https://github.com/mlr-org/mlr3torch
Deep learning framework for the mlr3 ecosystem based on torch
data-science deep-learning machine-learning mlr3 r r-package torch
Last synced: 06 Nov 2024
https://github.com/mlr-org/mlrcpo
Composable Preprocessing Operators for MLR
Last synced: 06 Nov 2024
https://github.com/mlr-org/mlr3keras
Deep learning for mlr3
deep-learning keras learners mlr3 r r-package tensorflow
Last synced: 06 Nov 2024
https://github.com/mlr-org/mcboost
Multi-Calibration & Multi-Accuracy Boosting for R
bias-correction bias-detection classification ethics fairness fairness-ai fairness-ml machine-learning post-processing responsible-ai
Last synced: 06 Nov 2024
https://github.com/mlr-org/paradox
ParamHelpers Next Generation
experimental-design hyperparameters mlr3 r r-package transformations
Last synced: 06 Nov 2024
https://github.com/mlr-org/ParamHelpers
Helpers for parameters in black-box optimization, tuning and machine learning.
Last synced: 02 Nov 2024
https://github.com/mlr-org/paramhelpers
Helpers for parameters in black-box optimization, tuning and machine learning.
Last synced: 06 Nov 2024
https://github.com/mlr-org/mlr3mbo
Flexible Bayesian Optimization in R
automl bayesian-optimization bbotk black-box-optimization cran gaussian-process hpo hyperparameter hyperparameter-optimization hyperparameter-tuning machine-learning mlr3 model-based-optimization optimization optimizer r r-package random-forest tuning
Last synced: 06 Nov 2024
https://github.com/mlr-org/mlr3db
Data Backends to let mlr3 work transparently with (remote) data bases
bigquery data-backend database duckdb machine-learning mariadb mlr3 mysql odbc postgresql r r-package spark sqlite
Last synced: 14 Oct 2024
https://github.com/mlr-org/mlr3filters
Filter-based feature selection for mlr3
feature-selection filter filters mlr mlr3 r r-package variable-importance
Last synced: 06 Nov 2024
https://github.com/mlr-org/mlr3fselect
Feature selection package of the mlr3 ecosystem.
evolutionary-algorithms exhaustive-search feature-selection machine-learning mlr3 optimization r r-package random-search recursive-feature-elimination sequential-feature-selection
Last synced: 06 Nov 2024
https://github.com/mlr-org/bbotk
Black-box optimization framework for R.
bbotk black-box-optimization data-science hyperparameter-optimization hyperparameter-tuning machine-learning mlr3 optimization r r-package
Last synced: 30 Oct 2024
https://github.com/mlr-org/mlr3-learndrake
Template for using mlr3 with drake
drake machine-learning mlr3 r reproducibility workflow
Last synced: 27 Oct 2024
https://github.com/mlr-org/mlr3hyperband
Successive Halving and Hyperband in the mlr3 ecosystem
automl bbotk hyperband hyperparameter-tuning machine-learning mlr3 optimization r tune tuning
Last synced: 06 Nov 2024
https://github.com/mlr-org/miesmuschel
Flexible Mixed Integer Evolutionary Strategies
Last synced: 06 Nov 2024
https://github.com/mlr-org/mlr3fairness
mlr3 extension for Fairness in Machine Learning
fairness machine-learning mlr3 r r-package
Last synced: 06 Nov 2024
https://github.com/mlr-org/mlr3tuningspaces
Collection of search spaces for hyperparameter optimization in the mlr3 ecosystem
automl hyperparameter-tuning machine-learning mlr3 r r-package tune tuning
Last synced: 06 Nov 2024
https://github.com/mlr-org/mlr3measures
Performance measures used in mlr3
machine-learning mlr3 performance-evaluation performance-measures r r-package
Last synced: 06 Nov 2024
https://github.com/mlr-org/mlr3misc
Miscellaneous helper functions for mlr3
machine-learning miscellaneous mlr3 r r-package
Last synced: 06 Nov 2024
https://github.com/mlr-org/mlr3benchmark
Analysis and tools for benchmarking in mlr3 and beyond.
analysis benchmark-analysis benchmark-experiments benchmarking mlr3 r r-package
Last synced: 06 Nov 2024
https://github.com/mlr-org/mlr3cheatsheets
Cheat Sheets for mlr3 and Friends
Last synced: 06 Nov 2024
https://github.com/mlr-org/mlr3website
The mlr3 quarto website and accomanying R package.
Last synced: 06 Nov 2024
https://github.com/mlr-org/mlr3oml
Connect mlr3 with OpenML
data data-science datasets machine-learning mlr3 openml r r-package
Last synced: 06 Nov 2024
https://github.com/mlr-org/mlr3ordinal
Ordinal Regression for mlr3
data-science machine-learning mlr3 ordinal-regression r r-package regression
Last synced: 06 Nov 2024
https://github.com/mlr-org/mlr3learners.template
Learner from package {<package>} for mlr3
Last synced: 06 Nov 2024
https://github.com/mlr-org/mlr3batchmark
Connector between mlr3 and batchtools
batchtools cluster-computing high-performance-computing hpc mlr3 r r-package
Last synced: 06 Nov 2024
https://github.com/mlr-org/mlr3fda
Functional Data Analysis for mlr3
data-analysis data-analysis-in-r data-science functional-data machine-learning mlr3 r r-package
Last synced: 10 Oct 2024
https://github.com/mlr-org/mlr3pkgdowntemplate
pkgdown template package for mlr* packages
Last synced: 06 Nov 2024
https://github.com/mlr-org/mlr3inferr
Statistical methods for inference on the generalization error
Last synced: 06 Nov 2024
https://github.com/mlr-org/mlr3data
Data sets used in the book, gallery, or in examples of mlr3.
data data-science data-sets machine-learning mlr3 r r-package
Last synced: 06 Nov 2024
https://github.com/mlr-org/mlr3autoweka
mlr3autoweka is the package for automatic machine learning with the Auto-WEKA system in the mlr3 ecosystem.
Last synced: 06 Nov 2024
https://github.com/mlr-org/mlr3ensemble
mlr3 extension package for ensemble machine learning
ensemble-machine-learning mlr3
Last synced: 06 Nov 2024
https://github.com/mlr-org/mlr3orga
Files and documents to support the development of mlr3
Last synced: 06 Nov 2024
https://github.com/mlr-org/mlr3multilabel
Multilabel classification for mlr3
Last synced: 06 Nov 2024