R Package Scholar
243,056

future: Unified Parallel and Distributed Processing in R for Everyone

Henrik Bengtsson   View description and downloadsView dependenciesGitHub project

2015 Published
0 Citations
1 Authors
59 Revisions
1.69.0 Version
LGPL-2.1 License
Referenced by ⇅ Year
dhReg: Dynamic Harmonic Regression (Version 0.1.1)

2019
dragon: Deep Time Redox Analysis of the Geobiology Ontology Network (Version 1.2.1)

2019
foieGras: Fit Continuous-Time State-Space and Latent Variable Models for Quality Control of Argos Satellite (and Other) Telemetry Data and for Estimating Movement Behaviour (Version 0.7-6)

2019
microSTASIS: Microbiota STability ASsessment via Iterative cluStering (Version 0.1.0)

2021
PCRedux: Quantitative Polymerase Chain Reaction (qPCR) Data Mining and Machine Learning Toolkit as Described in Burdukiewicz (2022) <doi:10.21105/Joss.04407> (Version 1.2-1)

2017
prewas: Data Pre-Processing for Bacterial Genome-Wide Association Studies (Version 1.1.1)

2020
shiny.worker: Delegate Jobs for Shiny Web Applications (Version 0.0.1)

2021
idmodelr: Infectious Disease Model Library and Utilities (Version 0.4.0)

2019
tableschema.r: Table Schema 'Frictionless Data' (Version 1.1.2)

2018
clickR: Semi-Automatic Preprocessing of Messy Data with Change Tracking for Dataset Cleaning (Version 0.9.45)

2016
ARPALData: Retrieving and Analyzing Air Quality and Weather Data from ARPA Lombardia (Version 1.6.1)

2021
AgePopDenom: Model Fine-Scale Age-Structured Population Data using Open-Source Data (Version 1.2.3)

2025
BayesianMCPMod: Simulate, Evaluate, and Analyze Dose Finding Trials with Bayesian MCPMod (Version 1.2.0)

2024
CAESAR.Suite: CAESAR: a Cross-Technology and Cross-Resolution Framework for Spatial Omics Annotation (Version 0.3.0)

2024
CSCNet: Fitting and Tuning Regularized Cause-Specific Cox Models with Elastic-Net Penalty (Version 0.1.4)

2022
CSGo: Collecting Counter Strike Global Offensive Data (Version 0.6.7)

2021
EFAtools: Fast and Flexible Implementations of Exploratory Factor Analysis Tools (Version 0.6.1)

2020
EGAnet: Exploratory Graph Analysis – a Framework for Estimating the Number of Dimensions in Multivariate Data using Network Psychometrics (Version 2.4.0)

2019
EpiForsk: Code Sharing at the Department of Epidemiology Research at Statens Serum Institut (Version 0.2.0)

2023
EpiNow2: Estimate Real-Time Case Counts and Time-Varying Epidemiological Parameters (Version 1.7.1)

2020
GPCsign: Gaussian Process Classification as Described in Bachoc et al. (2020) (Version 0.1.1)

2024
GeoModels: Procedures for Gaussian and Non Gaussian Geostatistical (Large) Data Analysis (Version 2.2.2)

2022
GetBCBData: Imports Datasets from BCB (Central Bank of Brazil) using Its Official API (Version 0.9.0)

2019
LWFBrook90R: Simulate Evapotranspiration and Soil Moisture with the SVAT Model LWF-Brook90 (Version 0.6.3)

2021
OOS: Out-of-Sample Time Series Forecasting (Version 1.0.0)

2021
OutSeekR: Statistical Approach to Outlier Detection in RNA-Seq and Related Data (Version 1.1.0)

2024
ProFAST: Probabilistic Factor Analysis for Spatially-Aware Dimension Reduction (Version 1.7)

2023
RTransferEntropy: Measuring Information Flow Between Time Series with Shannon and Renyi Transfer Entropy (Version 0.2.21)

2018
SCdeconR: Deconvolution of Bulk RNA-Seq Data using Single-Cell RNA-Seq Data as Reference (Version 1.0.0)

2024
SPARSEMODr: SPAtial Resolution-SEnsitive Models of Outbreak Dynamics (Version 1.2.0)

2020
SmCCNet: Sparse Multiple Canonical Correlation Network Analysis Tool (Version 2.0.3)

2019
SpaDES.core: Core Utilities for Developing and Running Spatially Explicit Discrete Event Models (Version 3.0.4)

2017
WARDEN: Workflows for Health Technology Assessments in R using Discrete EveNts (Version 2.0.1)

2024
ale: Interpretable Machine Learning and Statistical Inference with Accumulated Local Effects (ALE) (Version 0.5.3)

2023
altdoc: Package Documentation Websites with 'Quarto', 'Docsify', 'Docute', or 'MkDocs' (Version 0.7.0)

2022
apsimx: Inspect, Read, Edit and Run 'APSIM' "Next Generation" and 'APSIM' Classic (Version 2.8.235)

2020
aroma.core: Core Methods and Classes Used by 'aroma.*' Packages Part of the Aroma Framework (Version 3.3.2)

2009
bamm: Species Distribution Models as a Function of Biotic, Abiotic and Movement Factors (BAM) (Version 0.5.0)

2022
bigDM: Scalable Bayesian Disease Mapping Models for High-Dimensional Data (Version 0.5.7)

2022
bsitar: Bayesian Super Imposition by Translation and Rotation Growth Curve Analysis (Version 0.3.2)

2023
cccrm: Concordance Correlation Coefficient for Repeated (and Non-Repeated) Measures (Version 3.0.5)

2011
codalm: Transformation-Free Linear Regression for Compositional Outcomes and Predictors (Version 0.1.3)

2020
codebook: Automatic Codebooks from Metadata Encoded in Dataset Attributes (Version 0.10.0)

2018
conformalInference.fd: Tools for Conformal Inference for Regression in Multivariate Functional Setting (Version 1.1.1)

2022
conformalInference.multi: Conformal Inference Tools for Regression with Multivariate Response (Version 1.1.2)

2022
dartR.popgen: Analysing 'SNP' and 'Silicodart' Data Generated by Genome-Wide Restriction Fragment Analysis (Version 1.0.0)

2023
deseats: Data-Driven Locally Weighted Regression for Trend and Seasonality in TS (Version 1.1.1)

2023
eCV: Enhanced Coefficient of Variation and IDR Extensions for Reproducibility Assessment (Version 0.0.2)

2024
envi: Environmental Interpolation using Spatial Kernel Density Estimation (Version 1.0.1)

2020
epe4md: EPE's 4MD Model to Forecast the Adoption of Distributed Generation (Version 0.1.4)

2023
epitweetr: Early Detection of Public Health Threats from 'Twitter' Data (Version 2.2.16)

2020
erah: Automated Spectral Deconvolution, Alignment, and Metabolite Identification in GC/MS-Based Untargeted Metabolomics (Version 2.2.0)

2016
fastRhockey: Functions to Access Premier Hockey Federation and National Hockey League Play by Play Data (Version 0.4.0)

2021
finbif: Interface for the 'Finnish Biodiversity Information Facility' API (Version 0.9.11)

2019
fitlandr: Fit Vector Fields and Potential Landscapes from Intensive Longitudinal Data (Version 0.1.0)

2023
flowml: A Backend for a 'nextflow' Pipeline that Performs Machine-Learning-Based Modeling of Biomedical Data (Version 0.1.3)

2023
future.batchtools: A Future API for Parallel and Distributed Processing using 'batchtools' (Version 0.21.0)

2017
geocmeans: Implementing Methods for Spatial Fuzzy Unsupervised Classification (Version 0.3.4)

2021
googleComputeEngineR: R Interface with Google Compute Engine (Version 0.3.0)

2016
greatR: Gene Registration from Expression and Time-Courses in R (Version 2.0.0)

2022
greed: Clustering and Model Selection with the Integrated Classification Likelihood (Version 0.6.2)

2021
greta: Simple and Scalable Statistical Modelling in R (Version 0.5.0)

2017
gstat: Spatial and Spatio-Temporal Geostatistical Modelling, Prediction and Simulation (Version 2.1-4)

2003
gtfs2emis: Estimating Public Transport Emissions from General Transit Feed Specification (GTFS) Data (Version 0.1.1)

2022
hacksig: A Tidy Framework to Hack Gene Expression Signatures (Version 0.1.2)

2021
hellmer: Batch Processing for Chat Models (Version 0.1.2)

2025
httpgd: A 'HTTP' Server Graphics Device (Version 2.1.4)

2021
incubate: Parametric Time-to-Event Analysis with Variable Incubation Phases (Version 1.3.0)

2022
ivDiag: Estimation and Diagnostic Tools for Instrumental Variables Designs (Version 1.0.6)

2023
ivmte: Instrumental Variables: Extrapolation by Marginal Treatment Effects (Version 1.4.0)

2019
jstor: Read Data from JSTOR/DfR (Version 0.3.11)

2018
lavaangui: Graphical User Interface with Integrated 'Diagrammer' for 'Lavaan' (Version 0.3.2)

2024
ldmppr: Estimate and Simulate from Location Dependent Marked Point Processes (Version 1.1.1)

2024
lidR: Airborne LiDAR Data Manipulation and Visualization for Forestry Applications (Version 4.2.3)

2016
lmtp: Non-Parametric Causal Effects of Feasible Interventions Based on Modified Treatment Policies (Version 1.5.3)

2020
marginaleffects: Predictions, Comparisons, Slopes, Marginal Means, and Hypothesis Tests (Version 0.31.0)

2021
mikropml: User-Friendly R Package for Supervised Machine Learning Pipelines (Version 1.7.0)

2020
modelsummary: Summary Tables and Plots for Statistical Models and Data: Beautiful, Customizable, and Publication-Ready (Version 2.5.0)

2019
momentuHMM: Maximum Likelihood Analysis of Animal Movement Behavior Using Multivariate Hidden Markov Models (Version 1.5.8)

2017
nebula: Negative Binomial Mixed Models Using Large-Sample Approximation for Differential Expression Analysis of ScRNA-Seq Data (Version 1.5.6)

2022
nfl4th: Functions to Calculate Optimal Fourth Down Decisions in the National Football League (Version 1.0.4)

2021
pGRN: Single-Cell RNA Sequencing Pseudo-Time Based Gene Regulatory Network Inference (Version 0.3.5)

2023
parseRPDR: Parse and Manipulate Research Patient Data Registry ('RPDR') Text Queries (Version 1.1.2)

2021
protti: Bottom-Up Proteomics and LiP-MS Quality Control and Data Analysis Tools (Version 1.0.0)

2021
qgcompint: Quantile G-Computation Extensions for Effect Measure Modification (Version 1.0.2)

2021
regmedint: Regression-Based Causal Mediation Analysis with Interaction and Effect Modification Terms (Version 1.0.1)

2020
restriktor: Restricted Statistical Estimation and Inference for Linear Models (Version 0.6-10)

2017
scDiffCom: Differential Analysis of Intercellular Communication from scRNA-Seq Data (Version 1.2.0)

2021
sigminer: Extract, Analyze and Visualize Mutational Signatures for Genomic Variations (Version 2.3.1)

2019
skpr: Design of Experiments Suite: Generate and Evaluate Optimal Designs (Version 1.9.2)

2017
spFSR: Feature Selection and Ranking via Simultaneous Perturbation Stochastic Approximation (Version 2.0.4)

2018
sperrorest: Perform Spatial Error Estimation and Variable Importance Assessment (Version 3.0.5)

2012
text: Analyses of Text using Transformers Models from HuggingFace, Natural Language Processing and Machine Learning (Version 1.8.0)

2020
txshift: Efficient Estimation of the Causal Effects of Stochastic Interventions (Version 0.3.8)

2020
vital: Tidy Analysis Tools for Mortality, Fertility, Migration and Population Data (Version 2.0.2)

2024
vmeasur: Quantify the Contractile Nature of Vessels Monitored under an Operating Microscope (Version 0.1.4)

2021
wru: Who are You? Bayesian Prediction of Racial Category Using Surname, First Name, Middle Name, and Geolocation (Version 3.0.3)

2015
AICcPermanova: Model Selection of PERMANOVA Models Using AICc (Version 0.0.2)

2023
fastml: Guarded Resampling Workflows for Safe and Automated Machine Learning in R (Version 0.7.6)

2024
ldsr: Linear Dynamical System Reconstruction (Version 0.0.2)

2020
mbbe: Model Based Bio-Equivalence (Version 0.1.0)

2024
simulateDCE: Simulate Data for Discrete Choice Experiments (Version 0.3.1)

2025
steps: Spatially- and Temporally-Explicit Population Simulator (Version 1.3.0)

2019
CimpleG Deconvolution: (Version )

0
Clustering: Techniques for Evaluating Clustering (Version 1.7.10)

2020
Coxmos: Cox MultiBlock Survival (Version 1.1.5)

2024
DAISIE Extinction: (Version )

0
EpiNow2 Parameters: (Version )

0
bhmbasket: Bayesian Hierarchical Models for Basket Trials (Version 0.9.5)

2021
bigDM Data: (Version )

0
bigPLSR: Partial Least Squares Regression Models with Big Matrices (Version 0.7.2)

2025
ezcox: Easily Process a Batch of Cox Models (Version 1.0.4)

2019
fEGarch: SM/LM EGARCH & GARCH, VaR/ES Backtesting & Dual LM Extensions (Version 1.0.4)

2025
fabletools: Core Tools for Packages in the 'fable' Framework (Version 0.5.1)

2019
AIscreenR: AI Screening Tools in R for Systematic Reviewing (Version 0.2.0)

2024
BAMBI: Bivariate Angular Mixture Models (Version 2.3.6)

2017
BEKKs: Multivariate Conditional Volatility Modelling and Forecasting (Version 1.4.6)

2022
BatchGetSymbols: Downloads and Organizes Financial Data for Multiple Tickers (Version 2.6.4)

2016
BayesRegDTR: Bayesian Regression for Dynamic Treatment Regimes (Version 1.1.2)

2025
Certara.RsNLME.ModelExecutor: Execute Pharmacometric Models Using 'shiny' (Version 3.0.2)

2025
DRPT: Density Ratio Permutation Test (Version 1.1)

2025
DT: A Wrapper of the JavaScript Library 'DataTables' (Version 0.34.0)

2015
DeclareDesign: Declare and Diagnose Research Designs (Version 1.1.0)

2018
EFAtools Tools: (Version )

0
EQRN: Extreme Quantile Regression Neural Networks for Risk Forecasting (Version 0.1.2)

2025
FAMoS: A Flexible Algorithm for Model Selection (Version 0.3.1)

2018
FDOTT: Optimal Transport Based Testing in Factorial Design (Version 0.1.0)

2025
FastJM: Semi-Parametric Joint Modeling of Longitudinal and Survival Data (Version 1.5.3)

2022
FastRet: Retention Time Prediction in Liquid Chromatography (Version 1.3.0)

2024
FracFixR Analysis: (Version )

0
GPCsign (2020): (Version )

0
GeDS: Geometrically Designed Spline Regression (Version 0.3.3)

2017
GeometricMorphometricsMix: Heterogeneous Methods for Shape and Other Multidimensional Data (Version 0.6.0.1)

2026
INLAvaan: Approximate Bayesian Latent Variable Analysis (Version 0.2.3)

2026
IVPP: Invariance Partial Pruning Test (Version 1.1.1)

2025
InterpolateR Interpolation: (Version )

0
JANE: Just Another Latent Space Network Clustering Algorithm (Version 2.1.0)

2024
JointAI: Joint Analysis and Imputation of Incomplete Data (Version 1.0.6)

2018
JuliaConnectoR: A Functionally Oriented Interface for Integrating 'Julia' with R (Version 1.1.5)

2020
LLMR: Interface for Large Language Model APIs in R (Version 0.6.3)

2024
LTFGRS Scores: (Version )

0
LTFHPlus: Implementation of LT-FH++ (Version 2.2.0)

2024
LandComp: Analysing Landscape Composition and Structure at Multiple Scales (Version 0.0.5)

2024
LipidMS: Lipid Annotation for LC-MS/MS DDA or DIA Data (Version 3.1.2)

2018
MAMS: Designing Multi-Arm Multi-Stage Studies (Version 3.0.3)

2012
MDCcure: Martingale Dependence Tools and Testing for Mixture Cure Models (Version 0.1.0)

2025
MVN: Multivariate Normality Tests (Version 6.3)

2013
McMiso: Multicore Multivariable Isotonic Regression (Version 0.1.2)

2025
NMAR: Estimation under not Missing at Random Nonresponse (Version 0.1.1)

2026
NetSimR: Actuarial Functions for Non-Life Insurance Modelling (Version 0.1.5)

2019
OutSeekR Data: (Version )

0
PINstimation: Estimation of the Probability of Informed Trading (Version 0.2.0)

2022
PLNmodels: Poisson Lognormal Models (Version 1.2.2)

2019
POMADE: Power for Meta-Analysis of Dependent Effects (Version 0.2.0)

2022
PSCBS: Analysis of Parent-Specific DNA Copy Numbers (Version 0.68.0)

2011
PUMP: Power Under Multiplicity Project (Version 1.0.4)

2022
PacketLLM: Interactive 'OpenAI' Model Integration in 'RStudio' (Version 0.1.1)

2025
PeakSegDisk: Disk-Based Constrained Change-Point Detection (Version 2024.10.1)

2018
ProFAST Reduction: (Version )

0
QBMS: Query the Breeding Management System(s) (Version 2.0.0)

2021
R4GoodPersonalFinances: Make Optimal Financial Decisions (Version 1.2.0)

2025
RAINBOWR: Genome-Wide Association Study with SNP-Set Methods (Version 0.1.38)

2019
Rcurvep: Concentration-Response Data Analysis using Curvep (Version 1.3.2)

2021
SCGLR: Supervised Component Generalized Linear Regression (Version 3.1.0)

2013
SCtools: Extensions for Synthetic Controls Analysis (Version 0.3.3.1)

2019
SDModels: Spectrally Deconfounded Models (Version 2.0.2)

2025
SEQTaRget: Sequential Trial Emulation (Version 1.3.3)

2025
SafeMapper Checkpointing: (Version )

0
SelectBoost.gamlss Models: (Version )

0
Seurat: Tools for Single Cell Genomics (Version 5.4.0)

2017
SeuratObject: Data Structures for Single Cell Data (Version 5.3.0)

2021
Signac: Analysis of Single-Cell Chromatin Data (Version 1.16.0)

2020
SimDesign: Structure for Organizing Monte Carlo Simulation Designs (Version 2.22)

2015
TAD: Realize the Trait Abundance Distribution (Version 1.0.0)

2024
TKCat: Tailored Knowledge Catalog (Version 1.1.14)

2021
TaxaNorm: Feature-Wise Normalization for Microbiome Sequencing Data (Version 2.4)

2023
Tivy: Toolkit for Investigation and Visualization of Young Anchovies (Version 0.1.1)

2025
TreeMineR: Tree-Based Scan Statistics (Version 1.0.3)

2024
TreeSearch: Phylogenetic Analysis with Discrete Character Data (Version 1.7.0)

2017
TriDimRegression: Bayesian Statistics for 2D/3D Transformations (Version 1.0.3)

2021
UCSCXenaShiny: Interactive Analysis of UCSC Xena Data (Version 2.2.0)

2019
VIM: Visualization and Imputation of Missing Values (Version 7.0.0)

2012
WARDEN EveNts: (Version )

0
WeightedCluster: Clustering of Weighted Data (Version 2.0)

2013
aifeducation: Artificial Intelligence for Education (Version 1.1.3)

2023
alookr: Model Classifier for Binary Classification (Version 0.5.1)

2020
antaresEditObject: Edit an 'Antares' Simulation (Version 0.9.3)

2018
aroma.affymetrix: Analysis of Large Affymetrix Microarray Data Sets (Version 3.2.3)

2009
baseballr: Acquiring and Analyzing Baseball Data (Version 1.6.0)

2022
batchtools: Tools for Computation on Batch Systems (Version 0.9.18)

2016
bayesSSM: Bayesian Methods for State Space Models (Version 0.7.1)

2025
bayesian: Bindings for Bayesian TidyModels (Version 1.0.1)

2021
bayesmove: Non-Parametric Bayesian Analyses of Animal Movement (Version 0.2.4)

2020
bbknnR: Perform Batch Balanced KNN in R (Version 2.0.2)

2022
bcmaps: Map Layers and Spatial Utilities for British Columbia (Version 2.2.1)

2017
binaryRL Tasks: (Version )

0
bistablehistory: Cumulative History Analysis for Bistable Perception Time Series (Version 1.1.3)

2021
bivarhr: Bivariate Hurdle Regression with Bayesian Model Averaging (Version 0.1.5)

2025
bkmrhat: Parallel Chain Tools for Bayesian Kernel Machine Regression (Version 1.1.7)

2020
brms: Bayesian Regression Models using 'Stan' (Version 2.23.0)

2015
bslib: Custom 'Bootstrap' 'Sass' Themes for 'shiny' and 'rmarkdown' (Version 0.9.0)

2021
bspcov: Bayesian Sparse Estimation of a Covariance Matrix (Version 1.0.3)

2024
cSEM: Composite-Based Structural Equation Modeling (Version 0.6.1)

2020
calmr: Canonical Associative Learning Models and their Representations (Version 0.8.1)

2024
campsis: Generic PK/PD Simulation Platform CAMPSIS (Version 1.7.0)

2022
canaper: Categorical Analysis of Neo- And Paleo-Endemism (Version 1.0.1)

2022
caretSDM: Build Species Distribution Modeling using 'caret' (Version 1.2.5)

2025
casimir: Comparing Automated Subject Indexing Methods in R (Version 0.3.3)

2025
cft: Climate Futures Toolbox (Version 1.0.0)

2022
chatAI4R: Chat-Based Interactive Artificial Intelligence for R (Version 1.3.1)

2023
chatLLM: A Flexible Interface for 'LLM' API Interactions (Version 0.1.3)

2025
chopin: Spatial Parallel Computing by Hierarchical Data Partitioning (Version 0.9.9)

2025
civis: R Client for the 'Civis Platform API' (Version 3.1.3)

2017
collinear: Automated Multicollinearity Management (Version 3.0.0)

2023
conformalInference.multi Response: (Version )

0
couplr: Optimal Pairing and Matching via Linear Assignment (Version 1.0.10)

2026
crossmap: Apply Functions to All Combinations of List Elements (Version 0.4.3)

2020
crownsegmentr: Tree Crown Segmentation in Airborne LiDAR Point Clouds (Version 1.0.1)

2025
ctsem: Continuous Time Structural Equation Modelling (Version 3.10.5)

2015
cvCovEst: Cross-Validated Covariance Matrix Estimation (Version 1.2.2)

2021
cvasi: Calibration, Validation, and Simulation of TKTD Models (Version 1.5.0)

2024
dagHMM: Directed Acyclic Graph HMM with TAN Structured Emissions (Version 0.1.1)

2023
dataquieR: Data Quality in Epidemiological Research (Version 2.8.7)

2021
datefixR: Standardize Dates in Different Formats or with Missing Data (Version 2.0.0)

2021
dbmss: Distance-Based Measures of Spatial Structures (Version 2.11-0)

2012
dci: Calculate the Dendritic Connectivity Index in River Networks (Version 1.0.2)

2025
delayed: A Framework for Parallelizing Dependent Tasks (Version 0.5.0)

2020
delimtools: Helper Functions for Species Delimitation Analysis (Version 0.2.1)

2025
detectXOR: XOR Pattern Detection and Visualization (Version 0.1.0)

2025
dipsaus: A Dipping Sauce for Data Analysis and Visualizations (Version 0.3.3)

2019
disk.frame: Larger-than-RAM Disk-Based Data Manipulation Framework (Version 0.8.3)

2019
dispositionEffect: Analysis of Disposition Effect on Financial Portfolios (Version 1.0.1)

2021
doFuture: Use Foreach to Parallelize via the Future Framework (Version 1.2.0)

2016
drake: A Pipeline Toolkit for Reproducible Computation at Scale (Version 7.13.11)

2017
drimmR: Estimation, Simulation and Reliability of Drifting Markov Models (Version 1.0.1)

2021
easyalluvial: Generate Alluvial Plots with a Single Line of Code (Version 0.4.0)

2018
eatRep: Educational Assessment Tools for Replication Methods (Version 0.15.2)

2021
ecic: Extended Changes-in-Changes (Version 0.0.4)

2023
elevatr: Access Elevation Data from Various APIs (Version 0.99.1)

2017
envi Estimation: (Version )

0
epe4md Generation: (Version )

0
esemifar: Smoothing Long-Memory Time Series (Version 2.0.1)

2021
evalHTE: Evaluating Heterogeneous Treatment Effects (Version 0.1.0)

2026
fdWasserstein: Application of Optimal Transport to Functional Data Analysis (Version 1.0)

2024
fdacluster: Joint Clustering and Alignment of Functional Data (Version 0.4.2)

2022
fect: Fixed Effects Counterfactual Estimators (Version 2.1.0)

2022
fiery: A Lightweight and Flexible Web Framework (Version 1.5.0)

2016
finbif API: (Version )

0
flassomsm Penalties: (Version )

0
flexFitR: Flexible Non-Linear Least Square Model Fitting (Version 1.2.1)

2025
fmeffects: Model-Agnostic Interpretations with Forward Marginal Effects (Version 0.1.4)

2023
fst4pg: Genetic Distance Segmentation for Population Genetics (Version 1.0.0)

2022
funGp: Gaussian Process Models for Scalar and Functional Inputs (Version 1.0.0)

2020
fundiversity: Easy Computation of Functional Diversity Indices (Version 1.1.1)

2021
furrr: Apply Mapping Functions in Parallel using Futures (Version 0.3.1)

2018
future.apply: Apply Function to Elements in Parallel using Futures (Version 1.20.1)

2018
future.batchtools 'batchtools': (Version )

0
future.callr: A Future API for Parallel Processing using 'callr' (Version 0.10.2)

2018
future.mirai: A 'Future' API for Parallel Processing using 'mirai' (Version 0.10.1)

2024
future.tests: Test Suite for 'Future API' Backends (Version 0.9.0)

2020
futureverse: Install 'Futureverse' in One Go (Version 0.1.1)

2024
futurize: Parallelize Common Functions via One Magic Function (Version 0.1.0)

2026
fwb: Fractional Weighted Bootstrap (Version 0.5.1)

2022
fxTWAPLS: An Improved Version of WA-PLS (Version 0.1.3)

2020
gWQS: Generalized Weighted Quantile Sum Regression (Version 3.0.5)

2016
genBaRcode: Analysis and Visualization Tools for Genetic Barcode Data (Version 1.2.8)

2017
geocmeans Classification: (Version )

0
geohabnet: Geographical Risk Analysis Based on Habitat Connectivity (Version 2.2)

2023
glyrepr: Representation for Glycan Compositions and Structures (Version 0.9.0)

2025
googlePubsubR: R Interface for Google 'Cloud Pub/Sub' REST API (Version 0.0.4)

2021
googleTagManageR: Access the 'Google Tag Manager' API using R (Version 0.2.0)

2020
gooseR: R Integration for 'Goose' AI (Version 0.1.1)

2025
greenSD: Access and Analyze Global GreenSpace Spatial Data (Version 0.1.1)

2025
growthTrendR: Toolkit for Data Processing, Quality, and Statistical Models (Version 0.2.1)

2026
gsDesignTune Designs: (Version )

0
gtfs2gps: Converting Transport Data from GTFS Format to GPS-Like Records (Version 2.1-3)

2020
hal9001: The Scalable Highly Adaptive Lasso (Version 0.4.6)

2020
haldensify: Highly Adaptive Lasso Conditional Density Estimation (Version 0.2.8)

2020
hbamr: Hierarchical Bayesian Aldrich-McKelvey Scaling via 'Stan' (Version 2.4.4)

2023
healthbR: Access Brazilian Public Health Data (Version 0.1.1)

2026
heterogen: Spatial Functions for Heterogeneity and Climate Variability (Version 1.2.33)

2023
hoopR: Access Men's Basketball Play by Play Data (Version 2.1.0)

2021
hwep: Hardy-Weinberg Equilibrium in Polyploids (Version 2.0.3)

2021
hydroloom: Utilities to Weave Hydrologic Fabrics (Version 1.1.1)

2023
iccCompare: Comparison of Dependent Intraclass Correlation Coefficients (Version 1.1.0)

2025
iccTraj Data: (Version )

0
imagefluency: Image Statistics Based on Processing Fluency (Version 0.2.5)

2019
iml: Interpretable Machine Learning (Version 0.11.4)

2018
important: Supervised Feature Selection (Version 0.2.1)

2025
incubate Phases: (Version )

0
inlinedocs: Convert Inline Comments to Documentation (Version 2023.9.4)

2009
interflex: Multiplicative Interaction Models Diagnostics and Visualization (Version 1.2.8)

2017
ipc: Tools for Message Passing Between Processes (Version 0.1.4)

2018
isopam: Clustering of Sites with Species Data (Version 3.3)

2010
ivDiag Designs: (Version )

0
ivd: Individual Variance Detection (Version 1.0.0)

2025
ivmte Effects: (Version )

0
jackknifeR: Delete-d Jackknife for Point and Interval Estimation (Version 2.0.0)

2022
jlmerclusterperm: Cluster-Based Permutation Analysis for Densely Sampled Time Data (Version 1.1.4)

2023
jpinfect Security: (Version )

0
kerasnip: A Bridge Between 'keras' and 'tidymodels' (Version 0.1.0)

2025
kernelboot: Smoothed Bootstrap and Random Generation from Kernel Densities (Version 0.1.10)

2017
kmeRtone: Multi-Purpose and Flexible k-Meric Enrichment Analysis Software (Version 1.0)

2024
latentcor: Fast Computation of Latent Correlations for Mixed Data (Version 2.0.2)

2021
lavDiag: Latent Variable Models Diagnostics (Version 0.1.0)

2026
lavaangui 'Lavaan': (Version )

0
ldaPrototype: Prototype of Multiple Latent Dirichlet Allocation Runs (Version 0.3.1)

2020
ldmppr Processes: (Version )

0
lemna: Lemna Ecotox Effect Model (Version 1.0.2)

2021
lgr: A Fully Featured Logging Framework (Version 0.5.0)

2019
lidR Applications: (Version )

0
lightr: Read Spectrometric Data and Metadata (Version 1.9.0)

2019
maestro: Orchestration of Data Pipelines (Version 0.7.1)

2024
mapme.biodiversity: Efficient Monitoring of Global Biodiversity Portfolios (Version 0.9.5)

2022
marginaleffects Tests: (Version )

0
mcp: Regression with Multiple Change Points (Version 0.3.4)

2020
metaGE: Meta-Analysis for Detecting Genotype x Environment Associations (Version 1.2.2)

2023
metasnf: Meta Clustering with Similarity Network Fusion (Version 2.1.2)

2024
mice: Multivariate Imputation by Chained Equations (Version 3.19.0)

2006
migraph: Inferential Methods for Multimodal and Other Networks (Version 1.5.6)

2021
mikropml Pipelines: (Version )

0
missSBM: Handling Missing Data in Stochastic Block Models (Version 1.0.5)

2019
mlr3: Machine Learning in R - Next Generation (Version 1.3.0)

2019
mlr3db: Data Base Backend for 'mlr3' (Version 0.7.0)

2019
mlr3fairness: Fairness Auditing and Debiasing for 'mlr3' (Version 0.4.0)

2022
mlr3inferr: Inference on the Generalization Error (Version 0.2.1)

2025
mlr3learners: Recommended Learners for 'mlr3' (Version 0.14.0)

2019
mlr3resampling: Resampling Algorithms for 'mlr3' Framework (Version 2025.11.19)

2023
mlr3spatial: Support for Spatial Objects Within the 'mlr3' Ecosystem (Version 0.6.1)

2021
mlr3pipelines: Preprocessing Operators and Pipelines for 'mlr3' (Version 0.10.0)

2019
mlr3torch: Deep Learning with 'mlr3' (Version 0.3.2)

2024
mlr3tuning: Hyperparameter Optimization for 'mlr3' (Version 1.5.1)

2019
modeltime: The Tidymodels Extension for Time Series Modeling (Version 1.3.3)

2020
modeltuning: Model Selection and Tuning Utilities (Version 0.1.3)

2025
mongolstats: Mongolian 'NSO' 'PXWeb' Data and Boundaries (Tidy Client) (Version 0.1.0)

2026
mplusParallel.automation: Parallel Processing Automation for 'Mplus' (Version 0.0.1.1)

2023
mrIML: Multi-Response (Multivariate) Interpretable Machine Learning (Version 2.2.0)

2025
mrgsim.parallel: Simulate with 'mrgsolve' in Parallel (Version 0.3.0)

2020
mtarm Models: (Version )

0
multiRL: Reinforcement Learning Tools for Multi-Armed Bandit (Version 0.2.3)

2026
multilevelcoda: Estimate Bayesian Multilevel Models for Compositional Data (Version 1.3.3)

2023
multilevelmediation: Utility Functions for Multilevel Mediation Analysis (Version 0.4.1)

2024
multitool: Run Multiverse Style Analyses (Version 0.1.5)

2023
multivarious: Extensible Data Structures for Multivariate Analysis (Version 0.3.1)

2024
multiverse: Create 'multiverse analysis' in R (Version 0.6.2)

2021
netShiny: Tool for Comparison and Visualization of Multiple Networks (Version 1.0)

2022
netseer: Graph Prediction from a Graph Time Series (Version 0.1.2)

2024
nflfastR: Functions to Efficiently Access NFL Play by Play Data (Version 5.1.0)

2020
nflseedR: Functions to Efficiently Simulate and Evaluate NFL Seasons (Version 2.0.2)

2021
nhdplusTools: NHDPlus Tools (Version 1.4.2)

2019
nixtlar: A Software Development Kit for 'Nixtla”s 'TimeGPT' (Version 0.6.2)

2024
nncc: Nearest Neighbors Matching of Case-Control Data (Version 2.0.0)

2022
normref: Continuous Norming (Version 0.0.0.1)

2025
oeli: Some Utilities for Developing Data Science Software (Version 0.7.5)

2023
oncomsm: Bayesian Multi-State Models for Early Oncology (Version 0.1.4)

2022
onemapsgapi: R Wrapper for the 'OneMap.Sg API' (Version 2.0.0)

2020
optimLanduse: Robust Land-Use Optimization (Version 1.2.1)

2021
origami: Generalized Framework for Cross-Validation (Version 1.0.7)

2017
outliers.ts.oga: Efficient Outlier Detection for Large Time Series Databases (Version 1.1.2)

2024
paramsim: Parameterized Simulation (Version 0.1.0)

2023
partR2: Partitioning R2 in GLMMs (Version 0.9.2)

2021
pbapply: Adding Progress Bar to '*apply' Functions (Version 1.7-4)

2010
pcpr: Principal Component Pursuit for Environmental Epidemiology (Version 1.0.0)

2025
penaltyLearning: Penalty Learning (Version 2024.9.3)

2017
photosynthesis: Tools for Plant Ecophysiology & Modeling (Version 2.1.5)

2019
phylospatial: Spatial Phylogenetic Analysis (Version 1.2.1)

2025
plumber: An API Generator for R (Version 1.3.2)

2016
polarisR: Non-Linear Dimensionality Reduction Visualization Tool (Version 0.1.4)

2025
polykde: Polyspherical Kernel Density Estimation (Version 1.1.7)

2025
portvine: Vine Based (Un)Conditional Portfolio Risk Measure Estimation (Version 1.0.3)

2022
powRICLPM: Perform Power Analysis for the RI-CLPM and STARTS Model (Version 0.2.1)

2022
powergrid: Power Analysis Across a Grid of Assumptions (Version 0.5.0)

2025
progressr: An Inclusive, Unifying API for Progress Updates (Version 0.18.0)

2020
projpred: Projection Predictive Feature Selection (Version 2.10.0)

2018
promises: Abstractions for Promise-Based Asynchronous Programming (Version 1.5.0)

2018
proteus: Multiform Seq2Seq Model for Time-Feature Analysis (Version 1.1.5)

2021
psborrow2: Bayesian Dynamic Borrowing Analysis and Simulation (Version 0.0.4.0)

2024
pseudohouseholds: Generate Pseudohouseholds on Road Networks in Regions (Version 0.1.1)

2023
qbrms: Quick Bayesian Regression Models Using 'INLA' with 'brms' Syntax (Version 1.0.1)

2025
qgcomp: Quantile G-Computation (Version 2.18.7)

2019
qgcompint Modification: (Version )

0
rBiasCorrection: Correct Bias in DNA Methylation Analyses (Version 0.3.5)

2020
rSDR: Robust Sufficient Dimension Reduction (Version 1.0.3.0)

2025
rangeMapper: A Platform for the Study of Macro-Ecology of Life History Traits (Version 2.0.3)

2010
ravepipeline: Reproducible Pipeline Infrastructure for Neuroscience (Version 0.0.3)

2025
readsdr: Translate Models from System Dynamics Software into 'R' (Version 0.3.0)

2020
readyomics Pipeline: (Version )

0
receptiviti: Text Analysis Through the 'Receptiviti' API (Version 0.2.0)

2022
recforest: Random Survival Forest for Recurrent Events (Version 1.0.2)

2024
rechaRge: HydroBudget – Groundwater Recharge Model (Version 1.0.0)

2024
refineR: Reference Interval Estimation using Real-World Data (Version 2.0.0)

2021
remiod: Reference-Based Multiple Imputation for Ordinal/Binary Response (Version 1.0.2)

2022
reproducible: Enhance Reproducibility of R Code (Version 3.0.0)

2017
restriktor Models: (Version )

0
reval: Argument Table Generation for Sensitivity Analysis (Version 3.1-0)

2015
rgee: R Bindings for Calling the 'Earth Engine' API (Version 1.1.8)

2021
rgeomorphon: A Lightweight Implementation of the 'Geomorphon' Algorithm (Version 0.3.0)

2025
riemtan: Riemannian Metrics for Symmetric Positive Definite Matrices (Version 0.2.5)

2025
robust2sls: Outlier Robust Two-Stage Least Squares Inference and Testing (Version 0.2.3)

2021
rosario: A Null Model Algorithm to Analyze Cyclical Data in Ecology (Version 0.1.0)

2025
rpm: Modeling of Revealed Preferences Matchings (Version 0.7-4)

2023
s3fs: 'Amazon Web Service S3' File System (Version 0.1.7)

2023
sNPLS: NPLS Regression with L1 Penalization (Version 1.0.27)

2016
saeczi: Small Area Estimation for Continuous Zero Inflated Data (Version 0.2.0)

2024
sampcompR: Comparing and Visualizing Differences Between Surveys (Version 0.3.2)

2024
sapfluxnetr: Working with 'Sapfluxnet' Project Data (Version 0.1.5)

2019
sctransform: Variance Stabilizing Transformations for Single Cell UMI Data (Version 0.4.3)

2018
sdmTMB: Spatial and Spatiotemporal SPDE-Based GLMMs with 'TMB' (Version 0.8.1)

2023
seer: Feature-Based Forecast Model Selection (Version 1.1.8)

2020
segen: Sequence Generalization Through Similarity Network (Version 2.0.0)

2022
segtest: Tests for Segregation Distortion in Polyploids (Version 2.0.0)

2024
semPower: Power Analyses for SEM (Version 2.1.3)

2018
semtree: Recursive Partitioning for Structural Equation Models (Version 0.9.23)

2016
sentopics: Tools for Joint Sentiment and Topic Analysis of Textual Data (Version 0.7.6)

2022
shapr: Prediction Explanation with Dependence-Aware Shapley Values (Version 1.0.8)

2020
sharp: Stability-enHanced Approaches using Resampling Procedures (Version 1.4.8)

2022
shiny: Web Application Framework for R (Version 1.12.1)

2012
shinyCLT: Central Limit Theorem 'shiny' Application (Version 0.9.4)

2025
shinyOAuth: Provider-Agnostic OAuth Authentication for 'shiny' Applications (Version 0.2.0)

2025
sigminer Variations: (Version )

0
simIDM: Simulating Oncology Trials using an Illness-Death Model (Version 0.1.0)

2023
simglm: Simulate Models Based on the Generalized Linear Model (Version 0.8.9)

2017
simhelpers: Helper Functions for Simulation Studies (Version 0.3.1)

2020
sims: Simulate Data from R or 'JAGS' Code (Version 0.0.4)

2021
simtrial: Clinical Trial Simulation (Version 1.0.2)

2023
skewlmm: Scale Mixture of Skew-Normal Linear Mixed Models (Version 1.1.3)

2020
skpr Designs: (Version )

0
smoots: Nonparametric Estimation of the Trend and Its Derivatives in TS (Version 1.1.4)

2019
socialSim: Simulate and Analyse Social Interaction Data (Version 0.1.6)

2025
sovereign: State-Dependent Empirical Analysis (Version 1.2.1)

2021
spNetwork: Spatial Analysis on Network (Version 0.4.4.7)

2021
spStack: Bayesian Geostatistics Using Predictive Stacking (Version 1.1.2)

2024
spaMM: Mixed-Effect Models, with or without Spatial Random Effects (Version 4.6.1)

2013
spanishoddata: Get Spanish Origin-Destination Data (Version 0.2.1)

2024
sparrpowR: Power Analysis to Detect Spatial Relative Risk Clusters (Version 0.2.9)

2020
spatialTIME: Spatial Analysis of Vectra Immunoflourescent Data (Version 1.3.4-5)

2021
spatialwarnings: Spatial Early Warning Signals of Ecosystem Degradation (Version 3.1.1)

2017
spdesign: Designing Stated Preference Experiments (Version 0.0.5)

2023
specr: Conducting and Visualizing Specification Curve Analyses (Version 1.0.0)

2020
sperrorest Assessment: (Version )

0
sphunif: Uniformity Tests on the Circle, Sphere, and Hypersphere (Version 1.4.3)

2021
spinebil: Investigating New Projection Pursuit Index Functions (Version 1.0.5)

2019
squat: Statistics for Quaternion Temporal Data (Version 0.5.0)

2022
stacks: Tidy Model Stacking (Version 1.1.1)

2020
startR: Automatically Retrieve Multidimensional Distributed Data Sets (Version 3.0.0)

2017
stenographer: Flexible and Customisable Logging System (Version 1.0.0)

2025
survstan: Fitting Survival Regression Models via 'Stan' (Version 0.0.7.1)

2023
svycoxme: Mixed-Effects Cox Models for Complex Samples (Version 1.0.0)

2025
targets: Dynamic Function-Oriented 'Make'-Like Declarative Pipelines (Version 1.11.4)

2021
tealeaves: Solve for Leaf Temperature Using Energy Balance (Version 1.0.6.1)

2019
templr: MASCOTNUM / RT-UQ Algorithms Template Tools (Version 0.2-3)

2022
tenm: Temporal Ecological Niche Models (Version 0.5.1)

2024
tglkmeans: Efficient Implementation of K-Means++ Algorithm (Version 0.5.8)

2022
theftdlc: Analyse and Interpret Time Series Features (Version 0.2.1)

2024
tidyMC: Monte Carlo Simulations Made Easy and Tidy (Version 1.0.1)

2024
tidySEM: Tidy Structural Equation Modeling (Version 0.2.10)

2020
tinyshinyserver: Tiny 'shiny' Server - Lightweight Multi-App 'shiny' Proxy (Version 0.1.0)

2026
tipmap: Tipping Point Analysis for Bayesian Dynamic Borrowing (Version 0.5.2)

2022
topolow: Force-Directed Euclidean Embedding of Dissimilarity Data (Version 2.0.1)

2025
tramvs: Optimal Subset Selection for Transformation Models (Version 0.0-8)

2022
tsfeatures: Time Series Feature Extraction (Version 1.1.1)

2019
tsdistributions: Location Scale Standardized Distributions (Version 1.0.3)

2024
tsgarch: Univariate GARCH Models (Version 1.0.3)

2024
tsissm: Linear Innovations State Space Unobserved Components Model (Version 1.0.2)

2025
tsmarch: Multivariate ARCH Models (Version 1.0.0)

2024
tune: Tidy Tuning Tools (Version 2.0.1)

2020
txshift Interventions: (Version )

0
uci: Urban Centrality Index (Version 0.3.1)

2023
updog: Flexible Genotyping for Polyploids (Version 2.1.6)

2018
webdeveloper: Functions for Web Development (Version 1.0.5)

2021
whatifbandit: Analyzing Randomized Experiments as Multi-Arm Bandits (Version 0.3.0)

2025
whitewater: Parallel Processing Options for Package 'dataRetrieval' (Version 0.1.3)

2023
wildmeta: Cluster Wild Bootstrapping for Meta-Analysis (Version 0.3.2)

2022
winputall: Variable Input Allocation Among Crops (Version 1.0.1)

2024
wingen: Continuous Mapping of Genetic Diversity (Version 2.2.0)

2024
wizaRdry Analysis: (Version )

0
wqspt: Permutation Test for Weighted Quantile Sum Regression (Version 1.0.2)

2023
xegaPopulation: Genetic Population Level Functions (Version 1.0.0.11)

2024
xpect Inference: (Version )

0
xplainfi: Feature Importance Methods for Global Explanations (Version 1.0.0)

2026
yfR: Downloads and Organizes Financial Data from Yahoo Finance (Version 1.1.2)

2022

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