mlr-org/mlr3learners

Recommended learners for mlr3

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mlr-org/mlr3tuningspaces

Collection of search spaces for hyperparameter optimization in the mlr3 ecosystem

Language: R - Size: 6.78 MB - Last synced at: about 20 hours ago - Pushed at: 1 day ago - Stars: 13 - Forks: 3

mlr-org/mlr3fselect

Feature selection package of the mlr3 ecosystem.

Language: R - Size: 14.8 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 24 - Forks: 4

mlr-org/mlr3tuning

Hyperparameter optimization package of the mlr3 ecosystem

Language: R - Size: 10.7 MB - Last synced at: 1 day ago - Pushed at: 2 days ago - Stars: 55 - Forks: 5

mlr-org/bbotk

Black-box optimization framework for R.

Language: R - Size: 23.4 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 23 - Forks: 9

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.

Language: TeX - Size: 806 MB - Last synced at: 3 days ago - Pushed at: 4 days ago - Stars: 261 - Forks: 65

mlr-org/mlr3

mlr3: Machine Learning in R - next generation

Language: R - Size: 38.1 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 993 - Forks: 86

mlr-org/mlr3verse

Meta-package for installing/updating mlr3* packages.

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mlr-org/mlr3extralearners

Extra learners for use in mlr3.

Language: R - Size: 94 MB - Last synced at: 1 day ago - Pushed at: 5 days ago - Stars: 96 - Forks: 53

survival-org/scoring-rules-2024

Examining properness of scoring rules in survival analysis

Language: R - Size: 105 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 0 - Forks: 0

mlr-org/mlr3torch

Deep learning framework for the mlr3 ecosystem based on torch

Language: R - Size: 79.7 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 45 - Forks: 8

thuynguyentud/Freight-Transport-Data-Sciences-using-R

Using E for end-to-end Freight transport volume analysis & forecasting

Language: R - Size: 1000 Bytes - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 0 - Forks: 0

mlr-org/mlr3pipelines

Dataflow Programming for Machine Learning in R

Language: R - Size: 22.1 MB - Last synced at: 3 days ago - Pushed at: 4 days ago - Stars: 143 - Forks: 27

mlr-org/mlr3benchmark

Analysis and tools for benchmarking in mlr3 and beyond.

Language: R - Size: 3.75 MB - Last synced at: 4 days ago - Pushed at: 6 months ago - Stars: 13 - Forks: 2

mlr-org/mlr3proba

Probabilistic Learning for mlr3

Language: R - Size: 23.3 MB - Last synced at: 1 day ago - Pushed at: 4 days ago - Stars: 137 - Forks: 21

mlr-org/mlr3fda

Functional Data Analysis for mlr3

Language: R - Size: 14 MB - Last synced at: 3 days ago - Pushed at: about 1 month ago - Stars: 5 - Forks: 3

mlr-org/mlr3forecast

Time series forecasting for mlr3

Language: R - Size: 3.09 MB - Last synced at: 4 days ago - Pushed at: about 1 month ago - Stars: 5 - Forks: 0

mlr-org/mlr3mbo

Flexible Bayesian Optimization in R

Language: R - Size: 13.4 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 25 - Forks: 1

mlr-org/mlr3misc

Miscellaneous helper functions for mlr3

Language: R - Size: 11.5 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 12 - Forks: 3

mlr-org/mlr3cluster

Cluster analysis for mlr3

Language: R - Size: 7.9 MB - Last synced at: 8 days ago - Pushed at: about 1 month ago - Stars: 23 - Forks: 6

mlr-org/mlr3measures

Performance measures used in mlr3

Language: R - Size: 3.53 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 14 - Forks: 4

a-hanf/mlr3automl

Automated machine learning in mlr3

Language: R - Size: 270 KB - Last synced at: 22 days ago - Pushed at: about 3 years ago - Stars: 26 - Forks: 4

DoubleML/doubleml-for-r

DoubleML - Double Machine Learning in R

Language: R - Size: 3.04 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 142 - Forks: 26

mlr-org/mlr3summary

Model summaries for mlr3

Language: R - Size: 1.69 MB - Last synced at: about 1 month ago - Pushed at: about 2 months ago - Stars: 7 - Forks: 2

LamaTe/mlr3shiny

mlr3shiny: Machine Learning in Shiny with mlr3

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abdelazizharane/R-MagicAI

Bienvenue dans le référentiel GitHub fascinant où la magie de l'apprentissage automatique et de la profondeur prend vie en utilisant le langage de programmation R. Plongez dans un univers de découvertes scientifiques et de créations technologiques alors que vous explorez mon repository soigneusement conçu.

Language: R - Size: 72.1 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 1 - Forks: 0

mlr-org/mlr3spatial

Spatial objects within the mlr3 ecosystem

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mlr-org/mlr3torch-course

Course on deep learning in R, using torch and mlr3torch.

Language: R - Size: 198 MB - Last synced at: 4 days ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

ocbe-uio/survomics

Tutorial on survival modeling with omics data

Language: TeX - Size: 16.5 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 12 - Forks: 1

mlr-org/mlr3spatiotempcv

Spatiotemporal resampling methods for mlr3

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mlr-org/mlr3oml

Connect mlr3 with OpenML

Language: R - Size: 7.25 MB - Last synced at: 2 days ago - Pushed at: 9 months ago - Stars: 7 - Forks: 5

bblodfon/mlr3tests

Various testing/experimental code for use in mlr3 packages

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mlr-org/mlr3viz

Visualizations for mlr3

Language: R - Size: 228 MB - Last synced at: about 13 hours ago - Pushed at: 4 months ago - Stars: 45 - Forks: 7

mlr-org/mlr3hyperband

Successive Halving and Hyperband in the mlr3 ecosystem

Language: R - Size: 12.1 MB - Last synced at: 7 days ago - Pushed at: 3 months ago - Stars: 18 - Forks: 5

mlr-org/rush

Parallel and distributed computing in R.

Language: R - Size: 10 MB - Last synced at: 6 days ago - Pushed at: about 1 month ago - Stars: 11 - Forks: 0

mlr-org/paradox

ParamHelpers Next Generation

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mlr-org/mlr3filters

Filter-based feature selection for mlr3

Language: R - Size: 11.1 MB - Last synced at: 8 days ago - Pushed at: 4 months ago - Stars: 20 - Forks: 8

mlr-org/mlr3batchmark

Connector between mlr3 and batchtools

Language: R - Size: 183 KB - Last synced at: 6 days ago - Pushed at: 6 months ago - Stars: 5 - Forks: 3

mlr-org/mlr3data

Data sets used in the book, gallery, or in examples of mlr3.

Language: R - Size: 13 MB - Last synced at: 8 days ago - Pushed at: 6 months ago - Stars: 2 - Forks: 1

mlr-org/mlr3keras

Deep learning for mlr3

Language: R - Size: 10.3 MB - Last synced at: about 1 month ago - Pushed at: about 3 years ago - Stars: 36 - Forks: 2

mlr-org/mlr3fairness

mlr3 extension for Fairness in Machine Learning

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mlr-org/mlr3db

Data Backends to let mlr3 work transparently with (remote) data bases

Language: R - Size: 2.93 MB - Last synced at: 5 days ago - Pushed at: about 1 month ago - Stars: 21 - Forks: 0

survival-org/user2024-survival-mlr3

Materials for the useR! 2024 tutorial "Introduction to Machine Learning for Survival Analysis with mlr3"

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mlr-org/mlr3ensemble

mlr3 extension package for ensemble machine learning

Language: R - Size: 15.6 KB - Last synced at: 4 days ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 1

bblodfon/inflation-graf

Investigation of inflation of Integrated Brier Score for validation of survival models

Language: R - Size: 403 KB - Last synced at: 2 months ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

mlr-org/mlr3gallery 📦

Case studies using mlr3

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bblodfon/m18-AIpitch

AI pitch for survival ML (PANCAIM)

Language: R - Size: 592 KB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

saran9991/openscience_mlr3

Language: R - Size: 652 KB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

mlr-org/mlr3survival 📦

Survival analysis for mlr3

Language: R - Size: 256 KB - Last synced at: about 1 year ago - Pushed at: over 5 years ago - Stars: 7 - Forks: 0

mlr-org/mlr3ordinal

Ordinal Regression for mlr3

Language: R - Size: 340 KB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 5 - Forks: 0

Ellie-117/mlr3_tutorial

5702 Communication Contribution

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bblodfon/ml-course-2022

Benchmarking ML classification models on spam dataset

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bblodfon/paad-survival-bench

Benchmark survival ML models against a multimodal TCGA dataset

Language: R - Size: 155 MB - Last synced at: about 2 months ago - Pushed at: about 2 years ago - Stars: 3 - Forks: 0

tobiasuruali/Causal_MachineLearning

Causal Machine Learning project analyzing and evaluating different Double ML models for estimating treatment effects in observational data.

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mlr-org/mlr3-learndrake 📦

Template for using mlr3 with drake

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AhmetZamanis/LoanRequestClassification

Imbalanced classification with loan clients dataset.

Language: R - Size: 835 KB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

13w13/U2-Predict-from-brain-rhythms

U2 - AI&BA - M2 TBS - Modeling Technics of Big Data

Language: Jupyter Notebook - Size: 2.51 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0