Ecosyste.ms: Packages
An open API service providing package, version and dependency metadata of many open source software ecosystems and registries.
Top 3.5% downloads on cran.r-project.org
Top 2.0% dependent packages on cran.r-project.org
Top 2.4% dependent repos on cran.r-project.org
Top 0.1% forks on cran.r-project.org
cran.r-project.org : mlr
Machine Learning in R
Registry
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Source
- Homepage
- Documentation
- JSON
purl: pkg:cran/mlr
Keywords: 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
License: BSD-1-Clause
Latest release: over 1 year ago
First release: almost 11 years ago
Dependent packages: 39
Dependent repositories: 90
Downloads: 13,724 last month
Stars: 1,628 on GitHub
Forks: 402 on GitHub
Docker dependents: 28
Docker downloads: 54,336
Total Commits: 4308
Committers: 105
Average commits per author: 41.029
Development Distribution Score (DDS): 0.717
More commit stats: commits.ecosyste.ms
See more repository details: repos.ecosyste.ms
Funding links: https://github.com/sponsors/mlr-org
Last synced: 25 days ago
counterfactuals 0.1.4
Counterfactual Explanations3 versions - Latest release: 18 days ago - 481 downloads last month - 19 stars on GitHub - 1 maintainer
iml 0.11.3
Interpretable Machine Learning16 versions - Latest release: about 1 month ago - 8 dependent packages - 42 dependent repositories - 4.82 thousand downloads last month - 487 stars on GitHub - 1 maintainer
latentFactoR 0.0.6
Data Simulation Based on Latent Factors4 versions - Latest release: about 1 month ago - 642 downloads last month - 1 maintainer
seqimpute 2.0.0
Imputation of Missing Data in Sequence Analysis3 versions - Latest release: 2 months ago - 232 downloads last month - 1 maintainer
tuneRanger 0.7
Tune Random Forest of the 'ranger' Package6 versions - Latest release: 2 months ago - 1 dependent repositories - 535 downloads last month - 1 maintainer
bnclassify 0.4.8
Learning Discrete Bayesian Network Classifiers from Data14 versions - Latest release: 3 months ago - 1 dependent package - 1 dependent repositories - 595 downloads last month - 18 stars on GitHub - 1 maintainer
plotmo 3.6.3
Plot a Model's Residuals, Response, and Partial Dependence Plots47 versions - Latest release: 3 months ago - 3 dependent packages - 5 dependent repositories - 12.3 thousand downloads last month - 1 maintainer
vip 0.4.1
Variable Importance Plots10 versions - Latest release: 9 months ago - 14 dependent packages - 33 dependent repositories - 8.68 thousand downloads last month - 186 stars on GitHub - 1 maintainer
vivid 0.2.8
Variable Importance and Variable Interaction Displays9 versions - Latest release: 11 months ago - 534 downloads last month - 18 stars on GitHub - 1 maintainer
DALEXtra 2.3.0
Extension for 'DALEX' Package11 versions - Latest release: about 1 year ago - 3 dependent packages - 15 dependent repositories - 2.2 thousand downloads last month - 62 stars on GitHub - 1 maintainer
r2pmml 0.27.1
Convert R Models to PMML5 versions - Latest release: about 1 year ago - 370 downloads last month - 72 stars on GitHub - 1 maintainer
spFSR 2.0.4
Feature Selection and Ranking via Simultaneous Perturbation Stochastic Approximation5 versions - Latest release: about 1 year ago - 1 dependent repositories - 216 downloads last month - 1 maintainer
tramnet 0.0-8
Penalized Transformation Models7 versions - Latest release: about 1 year ago - 1 dependent package - 1 dependent repositories - 225 downloads last month - 1 maintainer
DriveML 0.1.5 removed
Self-Drive Machine Learning Projects5 versions - Latest release: over 1 year ago - 337 downloads last month - 13 stars on GitHub - 1 maintainer
OpenML 1.12 💰
Open Machine Learning and Open Data Platform12 versions - Latest release: over 1 year ago - 4 dependent packages - 5 dependent repositories - 498 downloads last month - 95 stars on GitHub - 1 maintainer
varycoef 0.3.4
Modeling Spatially Varying Coefficients9 versions - Latest release: over 1 year ago - 275 downloads last month - 6 stars on GitHub - 1 maintainer
condvis2 0.1.2
Interactive Conditional Visualization for Supervised and Unsupervised Models in Shiny3 versions - Latest release: over 1 year ago - 1 dependent package - 1 dependent repositories - 500 downloads last month - 6 stars on GitHub - 1 maintainer
SPOTMisc 1.19.52 removed
Misc Extensions for the 'SPOT' Package9 versions - Latest release: over 1 year ago - 277 downloads last month - 1 maintainer
aslib 0.1.2
Interface to the Algorithm Selection Benchmark Library3 versions - Latest release: almost 2 years ago - 338 downloads last month - 7 stars on GitHub - 1 maintainer
lime 0.5.3
Local Interpretable Model-Agnostic Explanations8 versions - Latest release: almost 2 years ago - 3 dependent packages - 3 dependent repositories - 2.38 thousand downloads last month - 480 stars on GitHub - 1 maintainer
landmap 0.0.13 removed
Automated Spatial Prediction using Ensemble Machine Learning6 versions - Latest release: over 2 years ago - 1 dependent package - 3 dependent repositories - 35 stars on GitHub
ChemoSpec2D 0.5.0
Exploratory Chemometrics for 2D Spectroscopy7 versions - Latest release: over 2 years ago - 1 dependent package - 2 dependent repositories - 345 downloads last month - 2 stars on GitHub - 1 maintainer
llama 0.10.1
Leveraging Learning to Automatically Manage Algorithms17 versions - Latest release: about 3 years ago - 1 dependent package - 1 dependent repositories - 446 downloads last month - 1 maintainer
mlrintermbo 0.5.0
Model-Based Optimization for 'mlr3' Through 'mlrMBO'2 versions - Latest release: over 3 years ago - 1 dependent repositories - 208 downloads last month - 4 stars on GitHub - 1 maintainer
nntrf 0.1.4 removed
Supervised Data Transformation by Means of Neural Network Hidden Layer5 versions - Latest release: over 3 years ago
mlrCPO 0.3.7 💰
Composable Preprocessing Operators and Pipelines for Machine Learning16 versions - Latest release: over 3 years ago - 2 dependent packages - 2 dependent repositories - 474 downloads last month - 38 stars on GitHub - 1 maintainer
mlrMBO 1.1.5 💰
Bayesian Optimization and Model-Based Optimization of Expensive Black-Box Functions8 versions - Latest release: over 3 years ago - 8 dependent packages - 15 dependent repositories - 2.44 thousand downloads last month - 186 stars on GitHub - 1 maintainer
modelplotr 1.1.0 removed
Plots to Evaluate the Business Performance of Predictive Models2 versions - Latest release: over 3 years ago - 170 downloads last month - 15 stars on GitHub - 1 maintainer
mosmafs 0.1.2 removed
Multi-Objective Simultaneous Model and Feature Selection4 versions - Latest release: about 4 years ago - 1 dependent repositories - 243 downloads last month - 7 stars on GitHub - 1 maintainer
ipfr 1.0.2
List Balancing for Reweighting and Population Synthesis3 versions - Latest release: about 4 years ago - 1 dependent repositories - 216 downloads last month - 4 stars on GitHub - 1 maintainer
irace 3.4.1
Iterated Racing for Automatic Algorithm Configuration20 versions - Latest release: about 4 years ago - 6 dependent packages - 16 dependent repositories - 1.58 thousand downloads last month - 54 stars on GitHub - 1 maintainer
flacco 1.8
Feature-Based Landscape Analysis of Continuous and Constrained Optimization Problems9 versions - Latest release: about 4 years ago - 305 downloads last month - 52 stars on GitHub - 1 maintainer
live 1.5.13
Local Interpretable (Model-Agnostic) Visual Explanations10 versions - Latest release: over 4 years ago - 319 downloads last month - 34 stars on GitHub - 1 maintainer
nsga3 0.0.3
An Implementation of Non-Dominated Sorting Genetic Algorithm III for Feature Selection1 version - Latest release: over 5 years ago - 156 downloads last month - 1 maintainer
featurefinder 1.1
Feature Finder2 versions - Latest release: over 5 years ago - 171 downloads last month - 1 maintainer
OOBCurve 0.3
Out of Bag Learning Curve3 versions - Latest release: almost 6 years ago - 178 downloads last month - 9 stars on GitHub - 1 maintainer
hyperSMURF 2.0 removed
Hyper-Ensemble Smote Undersampled Random Forests5 versions - Latest release: about 6 years ago
RBPcurve 1.2
The Residual-Based Predictiveness Curve4 versions - Latest release: about 7 years ago - 160 downloads last month - 5 stars on GitHub - 1 maintainer
unbalanced 2.0 removed
Racing for Unbalanced Methods Selection3 versions - Latest release: almost 9 years ago - 3 dependent packages - 4 dependent repositories