Ecosyste.ms: Packages

An open API service providing package, version and dependency metadata of many open source software ecosystems and registries.

Top 4.8% on cran.r-project.org
Top 1.4% downloads on cran.r-project.org
Top 0.3% dependent packages on cran.r-project.org
Top 0.3% dependent repos on cran.r-project.org

cran.r-project.org : randomForest

Breiman and Cutler's Random Forests for Classification and Regression

Registry - Source - Documentation - JSON
purl: pkg:cran/randomForest
License: CNRI-Python-GPL-Compatible,CNRI-Python-GPL-Compatible
Latest release: almost 2 years ago
First release: about 22 years ago
Dependent packages: 363
Dependent repositories: 1,314
Downloads: 102,869 last month
Docker dependents: 384
Docker downloads: 33,639,485
Last synced: 27 days ago

enmSdmX 1.1.5
Species Distribution Modeling and Ecological Niche Modeling
8 versions - Latest release: 6 days ago - 488 downloads last month - 19 stars on GitHub - 1 maintainer
predictoR 3.0.10
Predictive Data Analysis System
16 versions - Latest release: 7 days ago - 410 downloads last month - 1 stars on GitHub - 1 maintainer
microeco 1.7.0
Microbial Community Ecology Data Analysis
34 versions - Latest release: 7 days ago - 3 dependent packages - 3 dependent repositories - 2.61 thousand downloads last month - 176 stars on GitHub - 1 maintainer
microbial 0.0.21
Do 16s Data Analysis and Generate Figures
5 versions - Latest release: 7 days ago - 410 downloads last month - 1 maintainer
counterfactuals 0.1.4
Counterfactual Explanations
3 versions - Latest release: 8 days ago - 481 downloads last month - 19 stars on GitHub - 1 maintainer
Top 5.4% on cran.r-project.org
parameters 0.21.7 💰
Processing of Model Parameters
39 versions - Latest release: 8 days ago - 33 dependent packages - 75 dependent repositories - 73.5 thousand downloads last month - 390 stars on GitHub - 1 maintainer
ggscidca 0.2.1
Plotting Decision Curve Analysis with Coloured Bars
5 versions - Latest release: 9 days ago - 427 downloads last month - 1 maintainer
ExpImage 0.10.1
Analysis of Images in Experiments
11 versions - Latest release: 12 days ago - 324 downloads last month - 0 stars on GitHub - 1 maintainer
sits 1.5.0
Satellite Image Time Series Analysis for Earth Observation Data Cubes
9 versions - Latest release: 13 days ago - 2 dependent repositories - 745 downloads last month - 429 stars on GitHub - 1 maintainer
modelgrid 1.2.0
A Framework for Creating, Managing and Training Multiple 'caret' Models
3 versions - Latest release: 15 days ago - 61 downloads last month - 23 stars on GitHub - 1 maintainer
Top 7.3% on cran.r-project.org
mboost 2.9-10
Model-Based Boosting
74 versions - Latest release: 23 days ago - 39 dependent packages - 66 dependent repositories - 4.49 thousand downloads last month - 71 stars on GitHub - 1 maintainer
Top 3.5% on cran.r-project.org
see 0.8.4 💰
Model Visualisation Toolbox for 'easystats' and 'ggplot2'
28 versions - Latest release: 23 days ago - 16 dependent packages - 52 dependent repositories - 20.1 thousand downloads last month - 794 stars on GitHub - 1 maintainer
Top 2.3% on cran.r-project.org
party 1.3-15
A Laboratory for Recursive Partytioning
122 versions - Latest release: 23 days ago - 65 dependent packages - 153 dependent repositories - 21.4 thousand downloads last month - 1 maintainer
Top 3.6% on cran.r-project.org
iml 0.11.3
Interpretable Machine Learning
16 versions - Latest release: 25 days ago - 8 dependent packages - 42 dependent repositories - 4.82 thousand downloads last month - 487 stars on GitHub - 1 maintainer
cpfa 1.1-4
Classification with Parallel Factor Analysis
15 versions - Latest release: 26 days ago - 490 downloads last month - 1 maintainer
dendroTools 1.2.13
Linear and Nonlinear Methods for Analyzing Daily and Monthly Dendroclimatological Data
29 versions - Latest release: 26 days ago - 647 downloads last month - 5 stars on GitHub - 1 maintainer
CAST 1.0.1
'caret' Applications for Spatial-Temporal Models
18 versions - Latest release: 27 days ago - 3 dependent packages - 6 dependent repositories - 1.23 thousand downloads last month - 90 stars on GitHub - 1 maintainer
Top 4.5% on cran.r-project.org
RStoolbox 1.0.0
Remote Sensing Data Analysis
19 versions - Latest release: 27 days ago - 7 dependent packages - 13 dependent repositories - 2.28 thousand downloads last month - 254 stars on GitHub - 1 maintainer
text 1.2.1
Analyses of Text using Transformers Models from HuggingFace, Natural Language Processing and Mach...
8 versions - Latest release: 29 days ago - 2 dependent packages - 1 dependent repositories - 1.34 thousand downloads last month - 119 stars on GitHub - 1 maintainer
CRE 0.2.6
Interpretable Discovery and Inference of Heterogeneous Treatment Effects
9 versions - Latest release: about 1 month ago - 310 downloads last month - 13 stars on GitHub - 1 maintainer
Top 5.4% on cran.r-project.org
tune 1.2.1
Tidy Tuning Tools
16 versions - Latest release: about 1 month ago - 32 dependent packages - 68 dependent repositories - 35.7 thousand downloads last month - 261 stars on GitHub - 1 maintainer
explore 1.3.0
Simplifies Exploratory Data Analysis
24 versions - Latest release: about 1 month ago - 1 dependent package - 2 dependent repositories - 1.72 thousand downloads last month - 201 stars on GitHub - 1 maintainer
Top 9.0% on cran.r-project.org
butcher 0.3.4
Model Butcher
12 versions - Latest release: about 1 month ago - 8 dependent packages - 15 dependent repositories - 5.91 thousand downloads last month - 128 stars on GitHub - 1 maintainer
pctax 0.1.1
Professional Comprehensive Omics Data Analysis
2 versions - Latest release: about 1 month ago - 216 downloads last month - 4 stars on GitHub - 1 maintainer
LSDirf 0.1.3
Impulse-Response Function Analysis for Agent-Based Models
1 version - Latest release: about 2 months ago - 245 downloads last month - 1 maintainer
Top 1.0% on cran.r-project.org
stars 0.6-5
Spatiotemporal Arrays, Raster and Vector Data Cubes
21 versions - Latest release: about 2 months ago - 74 dependent packages - 166 dependent repositories - 42 thousand downloads last month - 524 stars on GitHub - 1 maintainer
RaceID 0.3.5
Identification of Cell Types, Inference of Lineage Trees, and Prediction of Noise Dynamics from S...
27 versions - Latest release: about 2 months ago - 1 dependent repositories - 636 downloads last month - 1 maintainer
SpatialML 0.1.7
Spatial Machine Learning
5 versions - Latest release: about 2 months ago - 1 maintainer
daltoolbox 1.0.767
Leveraging Experiment Lines to Data Analytics
6 versions - Latest release: about 2 months ago - 2 dependent packages - 1 dependent repositories - 488 downloads last month - 12 stars on GitHub - 1 maintainer
predhy 2.1.0
Genomic Prediction of Hybrid Performance
6 versions - Latest release: about 2 months ago - 1 dependent package - 348 downloads last month - 1 maintainer
multivarious 0.2.0
Extensible Data Structures for Multivariate Analysis
1 version - Latest release: about 2 months ago - 174 downloads last month - 0 stars on GitHub - 1 maintainer
tidyfit 0.7.1
Regularized Linear Modeling with Tidy Data
9 versions - Latest release: 2 months ago - 477 downloads last month - 10 stars on GitHub - 1 maintainer
Top 1.5% on cran.r-project.org
parsnip 1.2.1
A Common API to Modeling and Analysis Functions
25 versions - Latest release: 2 months ago - 69 dependent packages - 184 dependent repositories - 41.8 thousand downloads last month - 558 stars on GitHub - 1 maintainer
Top 5.1% on cran.r-project.org
performance 0.11.0 💰
Assessment of Regression Models Performance
33 versions - Latest release: 2 months ago - 34 dependent packages - 71 dependent repositories - 73.7 thousand downloads last month - 945 stars on GitHub - 1 maintainer
nestedcv 0.7.8
Nested Cross-Validation with 'glmnet' and 'caret'
14 versions - Latest release: 2 months ago - 683 downloads last month - 7 stars on GitHub - 1 maintainer
assignPOP 1.3.0
Population Assignment using Genetic, Non-Genetic or Integrated Data in a Machine Learning Framework
13 versions - Latest release: 2 months ago - 495 downloads last month - 17 stars on GitHub - 1 maintainer
tidyAML 0.0.5
Automatic Machine Learning with 'tidymodels'
5 versions - Latest release: 2 months ago - 1 dependent package - 332 downloads last month - 59 stars on GitHub - 1 maintainer
breakDown 0.2.2 💰
Model Agnostic Explainers for Individual Predictions
7 versions - Latest release: 2 months ago - 5 dependent packages - 7 dependent repositories - 758 downloads last month - 100 stars on GitHub - 1 maintainer
handwriter 3.0.0
Handwriting Analysis in R
5 versions - Latest release: 3 months ago - 316 downloads last month - 21 stars on GitHub - 1 maintainer
FAST.R 0.2.1
Analyze and Visualize FAST-Generated Data
4 versions - Latest release: 3 months ago - 223 downloads last month - 1 stars on GitHub - 1 maintainer
omu 1.1.2
A Metabolomics Analysis Tool for Intuitive Figures and Convenient Metadata Collection
9 versions - Latest release: 3 months ago - 388 downloads last month - 3 stars on GitHub - 1 maintainer
cvms 1.6.1
Cross-Validation for Model Selection
28 versions - Latest release: 3 months ago - 2 dependent packages - 2 dependent repositories - 1.59 thousand downloads last month - 36 stars on GitHub - 1 maintainer
RclusTool 0.91.6
Graphical Toolbox for Clustering and Classification of Data Frames
7 versions - Latest release: 3 months ago - 300 downloads last month - 1 maintainer
probably 1.0.3
Tools for Post-Processing Predicted Values
11 versions - Latest release: 3 months ago - 1 dependent package - 16 dependent repositories - 2.68 thousand downloads last month - 110 stars on GitHub - 1 maintainer
Platypus 3.5.0
Single-Cell Immune Repertoire and Gene Expression Analysis
5 versions - Latest release: 3 months ago - 312 downloads last month - 1 maintainer
Top 2.4% on cran.r-project.org
SuperLearner 2.0-29
Super Learner Prediction
15 versions - Latest release: 3 months ago - 42 dependent packages - 95 dependent repositories - 5.47 thousand downloads last month - 258 stars on GitHub - 1 maintainer
flowml 0.1.3
A Backend for a 'nextflow' Pipeline that Performs Machine-Learning-Based Modeling of Biomedical Data
2 versions - Latest release: 3 months ago - 267 downloads last month - 0 stars on GitHub - 1 maintainer
Top 3.5% on cran.r-project.org
quantmod 0.4.26 💰
Quantitative Financial Modelling Framework
44 versions - Latest release: 3 months ago - 55 dependent packages - 256 dependent repositories - 273 thousand downloads last month - 786 stars on GitHub - 1 maintainer
mt 2.0-1.20
Metabolomics Data Analysis Toolbox
3 versions - Latest release: 3 months ago - 1 dependent repositories - 337 downloads last month - 2 stars on GitHub - 1 maintainer
LDLcalc 2.1
Calculate and Predict the Low Density Lipoprotein Values
4 versions - Latest release: 3 months ago - 311 downloads last month - 1 maintainer
alookr 0.3.9
Model Classifier for Binary Classification
7 versions - Latest release: 3 months ago - 354 downloads last month - 12 stars on GitHub - 1 maintainer
oosse 1.0.11
Out-of-Sample R² with Standard Error Estimation
5 versions - Latest release: 4 months ago - 202 downloads last month - 2 stars on GitHub - 1 maintainer
Top 8.2% on cran.r-project.org
dlookr 0.6.3
Tools for Data Diagnosis, Exploration, Transformation
25 versions - Latest release: 4 months ago - 1 dependent package - 8 dependent repositories - 4.42 thousand downloads last month - 190 stars on GitHub - 1 maintainer
ModTools 0.9.6
Tools for Building Regression and Classification Models
2 versions - Latest release: 4 months ago - 730 downloads last month - 1 maintainer
treeshap 0.3.1
Compute SHAP Values for Your Tree-Based Models Using the 'TreeSHAP' Algorithm
3 versions - Latest release: 4 months ago - 1 dependent package - 1 dependent repositories - 475 downloads last month - 75 stars on GitHub - 1 maintainer
cat2cat 0.4.7
Handling an Inconsistently Coded Categorical Variable in a Longitudinal Dataset
12 versions - Latest release: 4 months ago - 295 downloads last month - 4 stars on GitHub - 1 maintainer
tornado 0.1.3
Plots for Model Sensitivity and Variable Importance
3 versions - Latest release: 4 months ago - 405 downloads last month - 4 stars on GitHub - 1 maintainer
ENMTools 1.1.2 removed
Analysis of Niche Evolution using Niche and Distribution Models
11 versions - Latest release: 4 months ago - 1 dependent repositories - 241 downloads last month - 1 maintainer
aloom 0.1.1
All Leave-One-Out Models
2 versions - Latest release: 5 months ago - 238 downloads last month - 1 maintainer
Top 5.9% on cran.r-project.org
riskRegression 2023.12.21
Risk Regression Models and Prediction Scores for Survival Analysis with Competing Risks
26 versions - Latest release: 5 months ago - 15 dependent packages - 22 dependent repositories - 8.83 thousand downloads last month - 41 stars on GitHub - 1 maintainer
Top 7.3% on cran.r-project.org
klaR 1.7-3
Classification and Visualization
38 versions - Latest release: 5 months ago - 28 dependent packages - 85 dependent repositories - 16.5 thousand downloads last month - 1 maintainer
waves 0.2.5
Vis-NIR Spectral Analysis Wrapper
8 versions - Latest release: 5 months ago - 3 dependent repositories - 259 downloads last month - 6 stars on GitHub - 1 maintainer
yaImpute 1.0-34
Nearest Neighbor Observation Imputation and Evaluation Tools
34 versions - Latest release: 5 months ago - 12 dependent packages - 44 dependent repositories - 4.09 thousand downloads last month - 2 stars on GitHub - 1 maintainer
Rtrack 2.0.3
Spatial Navigation Strategy Analysis
6 versions - Latest release: 5 months ago - 268 downloads last month - 5 stars on GitHub - 1 maintainer
parcats 0.0.5
Interactive Parallel Categories Diagrams for 'easyalluvial'
5 versions - Latest release: 5 months ago - 2 dependent packages - 1 dependent repositories - 301 downloads last month - 25 stars on GitHub - 1 maintainer
LINselect 1.1.5
Selection of Linear Estimators
8 versions - Latest release: 6 months ago - 1 dependent package - 1 dependent repositories - 315 downloads last month - 1 maintainer
easyalluvial 0.3.2
Generate Alluvial Plots with a Single Line of Code
9 versions - Latest release: 6 months ago - 1 dependent package - 3 dependent repositories - 407 downloads last month - 108 stars on GitHub - 1 maintainer
Top 4.6% on cran.r-project.org
e1071 1.7-14
Misc Functions of the Department of Statistics, Probability Theory Group (Formerly: E1071), TU Wien
74 versions - Latest release: 6 months ago - 379 dependent packages - 1,645 dependent repositories - 354 thousand downloads last month - 1 maintainer
practicalSigni 0.1.2
Practical Significance Ranking of Regressors and Exact t Density
3 versions - Latest release: 6 months ago - 157 downloads last month - 1 maintainer
iBreakDown 2.1.2
Model Agnostic Instance Level Variable Attributions
9 versions - Latest release: 6 months ago - 4 dependent packages - 8 dependent repositories - 5 thousand downloads last month - 79 stars on GitHub - 1 maintainer
FRESA.CAD 3.4.7
Feature Selection Algorithms for Computer Aided Diagnosis
17 versions - Latest release: 6 months ago - 1 dependent package - 1 dependent repositories - 312 downloads last month - 1 maintainer
conTree 0.3-1
Contrast Trees and Boosting
2 versions - Latest release: 6 months ago - 187 downloads last month - 0 stars on GitHub - 1 maintainer
TestDimorph 0.5.8
Analysis of the Interpopulation Difference in Degree of Sexual Dimorphism Using Summary Statistics
14 versions - Latest release: 6 months ago - 277 downloads last month - 1 maintainer
RSDA 3.2.1
R to Symbolic Data Analysis
21 versions - Latest release: 6 months ago - 3 dependent packages - 2 dependent repositories - 441 downloads last month - 1 maintainer
traineR 2.2.0
Predictive (Classification and Regression) Models Homologator
10 versions - Latest release: 7 months ago - 2 dependent packages - 1 dependent repositories - 453 downloads last month - 0 stars on GitHub - 1 maintainer
RFlocalfdr 0.8.5
Significance Level for Random Forest Impurity Importance Scores
1 version - Latest release: 7 months ago - 171 downloads last month - 1 maintainer
Top 7.2% on cran.r-project.org
posterior 1.5.0
Tools for Working with Posterior Distributions
11 versions - Latest release: 7 months ago - 38 dependent packages - 110 dependent repositories - 54.8 thousand downloads last month - 1 maintainer
Top 8.3% on cran.r-project.org
auditor 1.3.5
Model Audit - Verification, Validation, and Error Analysis
10 versions - Latest release: 7 months ago - 3 dependent packages - 3 dependent repositories - 1.35 thousand downloads last month - 58 stars on GitHub - 1 maintainer
SSDM 0.2.9
Stacked Species Distribution Modelling
12 versions - Latest release: 7 months ago - 1 dependent package - 1 dependent repositories - 517 downloads last month - 40 stars on GitHub - 1 maintainer
PheVis 1.0.4
Automatic Phenotyping of Electronic Health Record at Visit Resolution
4 versions - Latest release: 7 months ago - 218 downloads last month - 1 maintainer
Top 7.9% on cran.r-project.org
ecospat 4.0.0
Spatial Ecology Miscellaneous Methods
16 versions - Latest release: 7 months ago - 8 dependent packages - 12 dependent repositories - 2.05 thousand downloads last month - 1 maintainer
Top 6.6% on cran.r-project.org
MatchIt 4.5.5
Nonparametric Preprocessing for Parametric Causal Inference
50 versions - Latest release: 7 months ago - 20 dependent packages - 42 dependent repositories - 17.6 thousand downloads last month - 197 stars on GitHub - 1 maintainer
UBL 0.0.9
An Implementation of Re-Sampling Approaches to Utility-Based Learning for Both Classification and...
6 versions - Latest release: 8 months ago - 3 dependent packages - 3 dependent repositories - 857 downloads last month - 31 stars on GitHub - 1 maintainer
rgnoisefilt 1.1.2
Elimination of Noisy Samples in Regression Datasets using Noise Filters
2 versions - Latest release: 8 months ago - 169 downloads last month - 2 stars on GitHub - 1 maintainer
TunePareto 2.5.3
Multi-Objective Parameter Tuning for Classifiers
10 versions - Latest release: 8 months ago - 3 dependent packages - 1 dependent repositories - 612 downloads last month - 1 maintainer
Top 10.0% on cran.r-project.org
caretEnsemble 2.0.3
Ensembles of Caret Models
5 versions - Latest release: 8 months ago - 2 dependent packages - 6 dependent repositories - 2.94 thousand downloads last month - 226 stars on GitHub - 1 maintainer
webSDM 1.1-4
Including Known Interactions in Species Distribution Models
3 versions - Latest release: 8 months ago - 228 downloads last month - 8 stars on GitHub - 1 maintainer
MachineShop 3.7.0
Machine Learning Models and Tools
32 versions - Latest release: 8 months ago - 1 dependent repositories - 551 downloads last month - 61 stars on GitHub - 1 maintainer
xgrove 0.1-7
Explanation Groves
1 version - Latest release: 8 months ago - 167 downloads last month - 1 maintainer
xLLiM 2.2.1
High Dimensional Locally-Linear Mapping
6 versions - Latest release: 8 months ago - 1 dependent repositories - 992 downloads last month - 1 maintainer
Top 9.3% on cran.r-project.org
HSAUR2 1.1-20
A Handbook of Statistical Analyses Using R (2nd Edition)
28 versions - Latest release: 9 months ago - 8 dependent packages - 19 dependent repositories - 2.5 thousand downloads last month - 1 maintainer
Top 9.0% on cran.r-project.org
MPV 1.63
Data Sets from Montgomery, Peck and Vining
18 versions - Latest release: 9 months ago - 1 dependent package - 9 dependent repositories - 2.41 thousand downloads last month - 1 maintainer
regfilter 1.1.1 removed
Elimination of Noisy Samples in Regression Datasets using Noise Filters
5 versions - Latest release: 9 months ago - 423 downloads last month - 0 stars on GitHub - 1 maintainer
Top 3.2% on cran.r-project.org
modeltime 1.2.8
The Tidymodels Extension for Time Series Modeling
27 versions - Latest release: 9 months ago - 9 dependent packages - 19 dependent repositories - 2.18 thousand downloads last month - 496 stars on GitHub - 1 maintainer
mlearning 1.2.1
Machine Learning Algorithms with Unified Interface and Confusion Matrices
3 versions - Latest release: 9 months ago - 1 dependent package - 5 dependent repositories - 324 downloads last month - 1 maintainer
VMDML 0.1.1
Variational Mode Decomposition Based Machine Learning Models
2 versions - Latest release: 9 months ago - 205 downloads last month - 1 maintainer
evalITR 1.0.0
Evaluating Individualized Treatment Rules
6 versions - Latest release: 9 months ago - 297 downloads last month - 10 stars on GitHub - 1 maintainer
Covid19Wastewater 1.0.1 removed
Prepare, Analyze, and Visualize Covid-19 Wastewater Data
2 versions - Latest release: 9 months ago - 118 downloads last month - 3 stars on GitHub - 1 maintainer
rfPermute 2.5.2
Estimate Permutation p-Values for Random Forest Importance Metrics
24 versions - Latest release: 9 months ago - 1 dependent package - 4 dependent repositories - 1.68 thousand downloads last month - 26 stars on GitHub - 1 maintainer
FSelector 0.34
Selecting Attributes
10 versions - Latest release: 9 months ago - 10 dependent packages - 18 dependent repositories - 2.6 thousand downloads last month - 12 stars on GitHub - 1 maintainer