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Projects in Awesome Lists tagged with mlr3
A curated list of projects in awesome lists tagged with mlr3 .
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: 18 Dec 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: 22 Dec 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: 21 Dec 2024
https://github.com/doubleml/doubleml-for-r
DoubleML - Double Machine Learning in R
causal-inference data-science double-machine-learning econometrics machine-learning mlr3 r statistics
Last synced: 15 Dec 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: 21 Dec 2024
https://github.com/mlr-org/mlr3learners
Recommended learners for mlr3
classification learners machine-learning mlr3 r r-package regression
Last synced: 15 Dec 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: 20 Dec 2024
https://github.com/mlr-org/mlr3verse
Meta-package for installing/updating mlr3* packages.
cran machine-learning meta mlr3 r r-package
Last synced: 15 Dec 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: 18 Dec 2024
https://github.com/mlr-org/mlr3viz
Visualizations for mlr3
ggplot2 mlr3 r r-package visualization visualizations
Last synced: 15 Dec 2024
https://github.com/mlr-org/mlr3spatial
Spatial objects within the mlr3 ecosystem
mlr3 r r-package raster-prediction spatial spatial-modelling
Last synced: 16 Dec 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: 17 Dec 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/paradox
ParamHelpers Next Generation
experimental-design hyperparameters mlr3 r r-package transformations
Last synced: 15 Dec 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: 19 Dec 2024
https://github.com/mlr-org/mlr3cluster
Cluster analysis for mlr3
cluster-analysis clustering mlr3 r r-package
Last synced: 18 Dec 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: 18 Dec 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: 16 Dec 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/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/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/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/mlr3measures
Performance measures used in mlr3
machine-learning mlr3 performance-evaluation performance-measures r r-package
Last synced: 19 Dec 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/mlr3misc
Miscellaneous helper functions for mlr3
machine-learning miscellaneous mlr3 r r-package
Last synced: 19 Dec 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/ocbe-uio/survomics
Tutorial on survival modeling with omics data
bayesian-cox-models mlr3 mlr3proba multi-omics penalized-cox-models survival-analysis survival-model-evaluation tutorial
Last synced: 21 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/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/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/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/bblodfon/paad-survival-bench
Benchmark survival ML models against a multimodal TCGA dataset
benchmark curatedtcgadata mlr3 mlr3proba survival-prediction tcga
Last synced: 03 Dec 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/bblodfon/ml-course-2022
Benchmarking ML classification models on spam dataset
benchmark classification ml-course mlr3 spam spam-classification
Last synced: 03 Dec 2024
https://github.com/bblodfon/m18-aipitch
AI pitch for survival ML (PANCAIM)
mlr3 mlr3proba survival-prediction
Last synced: 03 Dec 2024
https://github.com/bblodfon/mlr3tests
Various testing/experimental code for use in mlr3 packages
Last synced: 03 Dec 2024
https://github.com/bblodfon/inflation-graf
Investigation of inflation of Integrated Brier Score for validation of survival models
mlr3 mlr3proba scoring-rules survival survival-analysis survival-prediction
Last synced: 16 Oct 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/ahmetzamanis/loanrequestclassification
Imbalanced classification with loan clients dataset.
classification data-science hyperparameter-optimization imbalanced-classification k-nearest-neighbours logistic-regression machine-learning mlr3 naive-bayes performance-metrics regularization support-vector-machines xgboost
Last synced: 07 Nov 2024
