R Package Scholar
26,500

future.apply: Apply Function to Elements in Parallel using Futures

Henrik Bengtsson  R Core Team   View description and downloadsView dependenciesGitHub project

2018 Published
1.11.2 Version
0 Citations
2 Authors
Referenced by ⇅ Year
dhReg: Dynamic Harmonic Regression (Version 0.1.1)

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

2021
prewas: Data Pre-Processing for Bacterial Genome-Wide Association Studies (Version 1.1.1)

2020
sdmApp: A User-Friendly Application for Species Distribution Modeling (Version 0.0.2)

2021
gsdensity: Density-Based Gene Set Specificity Evaluation (Version 0.1.2)

2023
semTests: Goodness-of-Fit Testing for Structural Equation Models (Version 0.5.0)

2024
spNetwork: Spatial Analysis on Network (Version 0.4.4.3)

2021
AIPW: Augmented Inverse Probability Weighting (Version 0.6.3.2)

2021
ARPALData: Retrieving and Analyzing Air Quality and Weather Data from ARPA Lombardia (Version 1.6.0)

2021
BAMBI: Bivariate Angular Mixture Models (Version 2.3.6)

2017
BEKKs: Multivariate Conditional Volatility Modelling and Forecasting (Version 1.4.4)

2022
DQAstats: Core Functions for Data Quality Assessment (Version 0.3.5)

2022
DeclareDesign: Declare and Diagnose Research Designs (Version 1.0.10)

2018
EFAtools: Fast and Flexible Implementations of Exploratory Factor Analysis Tools (Version 0.4.4)

2020
EGAnet: Exploratory Graph Analysis – a Framework for Estimating the Number of Dimensions in Multivariate Data using Network Psychometrics (Version 2.0.8)

2019
EpiNow2: Estimate Real-Time Case Counts and Time-Varying Epidemiological Parameters (Version 1.6.0)

2020
GPCsign: Gaussian Process Classification as Described in Bachoc et al. (2020) (Version 0.1.0)

2024
LTFHPlus: Implementation of LT-FH++ (Version 2.1.1)

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

2024
LexFindR: Find Related Items and Lexical Dimensions in a Lexicon (Version 1.1.0)

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MAMS: Designing Multi-Arm Multi-Stage Studies (Version 3.0.0)

2012
MOSS: Multi-Omic Integration via Sparse Singular Value Decomposition (Version 0.2.2)

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

2019
OptimalGoldstandardDesigns: Design Parameter Optimization for Gold-Standard Non-Inferiority Trials (Version 1.0.1)

2023
PLNmodels: Poisson Lognormal Models (Version 1.2.0)

2019
PeakSegDisk: Disk-Based Constrained Change-Point Detection (Version 2024.10.1)

2018
QBMS: Query the Breeding Management System(s) (Version 1.5.0)

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

2018
SPARSEMODr: SPAtial Resolution-SEnsitive Models of Outbreak Dynamics (Version 1.2.0)

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Seurat: Tools for Single Cell Genomics (Version 5.1.0)

2017
SeuratObject: Data Structures for Single Cell Data (Version 5.0.2)

2021
Signac: Analysis of Single-Cell Chromatin Data (Version 1.14.0)

2020
SimDesign: Structure for Organizing Monte Carlo Simulation Designs (Version 2.17.1)

2015
TaxaNorm: Feature-Wise Normalization for Microbiome Sequencing Data (Version 2.4)

2023
TreeMineR: Tree-Based Scan Statistics (Version 1.0.2)

2024
adestr: Estimation in Optimal Adaptive Two-Stage Designs (Version 1.0.0)

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alphaci: Confidence Intervals for Coefficient Alpha and Standardized Alpha (Version 1.0.1)

2022
altdoc: Package Documentation Websites with 'Quarto', 'Docsify', 'Docute', or 'MkDocs' (Version 0.4.0)

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amadeus: Accessing and Analyzing Large-Scale Environmental Data (Version 1.1.3)

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ao: Alternating Optimization (Version 1.1.0)

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arkdb: Archive and Unarchive Databases Using Flat Files (Version 0.0.18)

2018
aroma.cn: Copy-Number Analysis of Large Microarray Data Sets (Version 1.7.1)

2010
bcmaps: Map Layers and Spatial Utilities for British Columbia (Version 2.2.0)

2017
bigDM: Scalable Bayesian Disease Mapping Models for High-Dimensional Data (Version 0.5.5)

2022
blavaan: Bayesian Latent Variable Analysis (Version 0.5-6)

2015
bolasso: Model Consistent Lasso Estimation Through the Bootstrap (Version 0.2.0)

2022
brms: Bayesian Regression Models using 'Stan' (Version 2.22.0)

2015
bsitar: Bayesian Super Imposition by Translation and Rotation Growth Curve Analysis (Version 0.2.1)

2023
cSEM: Composite-Based Structural Equation Modeling (Version 0.5.0)

2020
calmr: Canonical Associative Learning Models and their Representations (Version 0.6.1)

2024
canaper: Categorical Analysis of Neo- And Paleo-Endemism (Version 1.0.1)

2022
clickR: Semi-Automatic Preprocessing of Messy Data with Change Tracking for Dataset Cleaning (Version 0.9.43)

2016
codalm: Transformation-Free Linear Regression for Compositional Outcomes and Predictors (Version 0.1.2)

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collinear: Seamless Multicollinearity Management (Version 1.1.1)

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

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conformalInference.multi: Conformal Inference Tools for Regression with Multivariate Response (Version 1.1.1)

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

2021
deseats: Data-Driven Locally Weighted Regression for Trend and Seasonality in TS (Version 1.1.0)

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dipsaus: A Dipping Sauce for Data Analysis and Visualizations (Version 0.2.9)

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

2019
doFuture: Use Foreach to Parallelize via the Future Framework (Version 1.0.1)

2016
drtmle: Doubly-Robust Nonparametric Estimation and Inference (Version 1.1.2)

2017
dsos: Dataset Shift with Outlier Scores (Version 0.1.2)

2022
eCV: Enhanced Coefficient of Variation and IDR Extensions for Reproducibility Assessment (Version 0.0.2)

2024
epwshiftr: Create Future 'EnergyPlus' Weather Files using 'CMIP6' Data (Version 0.1.4)

2020
fabletools: Core Tools for Packages in the 'fable' Framework (Version 0.5.0)

2019
ferrn: Facilitate Exploration of touRR optimisatioN (Version 0.1.0)

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

2023
forecastML: Time Series Forecasting with Machine Learning Methods (Version 0.9.0)

2019
fundiversity: Easy Computation of Functional Diversity Indices (Version 1.1.1)

2021
future.batchtools: A Future API for Parallel and Distributed Processing using 'batchtools' (Version 0.12.1)

2017
future.callr: A Future API for Parallel Processing using 'callr' (Version 0.8.2)

2018
future.mirai: A 'Future' API for Parallel Processing using 'mirai' (Version 0.2.2)

2024
futureverse: Easily Install and Load the 'Futureverse' (Version 0.1.0)

2024
gWQS: Generalized Weighted Quantile Sum Regression (Version 3.0.5)

2016
genBaRcode: Analysis and Visualization Tools for Genetic Barcode Data (Version 1.2.7)

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

2021
gstat: Spatial and Spatio-Temporal Geostatistical Modelling, Prediction and Simulation (Version 2.1-2)

2003
hackeRnews: Wrapper for the 'Official Hacker News' API (Version 0.1.0)

2019
hacksig: A Tidy Framework to Hack Gene Expression Signatures (Version 0.1.2)

2021
haldensify: Highly Adaptive Lasso Conditional Density Estimation (Version 0.2.3)

2020
hbamr: Hierarchical Bayesian Aldrich-McKelvey Scaling via 'Stan' (Version 2.3.2)

2023
hero: Spatio-Temporal (Hero) Sandwich Smoother (Version 0.6)

2018
hydroloom: Utilities to Weave Hydrologic Fabrics (Version 1.1.0)

2023
iNEXT.beta3D: Interpolation and Extrapolation with Beta Diversity for Three Dimensions of Biodiversity (Version 1.0.2)

2024
iml: Interpretable Machine Learning (Version 0.11.3)

2018
incubate: Parametric Time-to-Event Analysis with Variable Incubation Phases (Version 1.3.0)

2022
inlinedocs: Convert Inline Comments to Documentation (Version 2023.9.4)

2009
isopam: Clustering of Sites with Species Data (Version 2.0)

2010
ivmte: Instrumental Variables: Extrapolation by Marginal Treatment Effects (Version 1.4.0)

2019
kappaGold: Agreement of Nominal Scale Raters with a Gold Standard (Version 0.3.2)

2024
kernelboot: Smoothed Bootstrap and Random Generation from Kernel Densities (Version 0.1.10)

2017
keyATM: Keyword Assisted Topic Models (Version 0.5.2)

2020
kmeRtone: Multi-Purpose and Flexible k-Meric Enrichment Analysis Software (Version 1.0)

2024
lava: Latent Variable Models (Version 1.8.0)

2012
lgr: A Fully Featured Logging Framework (Version 0.4.4)

2019
lightr: Read Spectrometric Data and Metadata (Version 1.7.1)

2019
malariaAtlas: An R Interface to Open-Access Malaria Data, Hosted by the 'Malaria Atlas Project' (Version 1.6.3)

2018
marginaleffects: Predictions, Comparisons, Slopes, Marginal Means, and Hypothesis Tests (Version 0.23.0)

2021
mcmcensemble: Ensemble Sampler for Affine-Invariant MCMC (Version 3.1.0)

2020
mcp: Regression with Multiple Change Points (Version 0.3.4)

2020
merTools: Tools for Analyzing Mixed Effect Regression Models (Version 0.6.2)

2015
mikropml: User-Friendly R Package for Supervised Machine Learning Pipelines (Version 1.6.1)

2020
missSBM: Handling Missing Data in Stochastic Block Models (Version 1.0.4)

2019
mlr3: Machine Learning in R - Next Generation (Version 0.21.1)

2019
mlr3db: Data Base Backend for 'mlr3' (Version 0.5.2)

2019
mlr3summary: Model and Learner Summaries for 'mlr3' (Version 0.1.0)

2024
modelsummary: Summary Tables and Plots for Statistical Models and Data: Beautiful, Customizable, and Publication-Ready (Version 2.2.0)

2019
mrgsim.parallel: Simulate with 'mrgsolve' in Parallel (Version 0.2.1)

2020
nhdplusTools: NHDPlus Tools (Version 1.2.1)

2019
nixtlar: A Software Development Kit for 'Nixtla”s 'TimeGPT' (Version 0.6.1)

2024
optic: Simulation Tool for Causal Inference Using Longitudinal Data (Version 1.0.1)

2023
optimLanduse: Robust Land-Use Optimization (Version 1.2.1)

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

2017
pavo: Perceptual Analysis, Visualization and Organization of Spectral Colour Data (Version 2.9.0)

2012
pbapply: Adding Progress Bar to '*apply' Functions (Version 1.7-2)

2010
penaltyLearning: Penalty Learning (Version 2024.9.3)

2017
phylolm: Phylogenetic Linear Regression (Version 2.6.5)

2013
phylopath: Perform Phylogenetic Path Analysis (Version 1.3.0)

2016
polle: Policy Learning (Version 1.5)

2022
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
progressr: An Inclusive, Unifying API for Progress Updates (Version 0.14.0)

2020
qape: Quantile of Absolute Prediction Errors (Version 2.1)

2020
qgcomp: Quantile G-Computation (Version 2.15.2)

2019
qgcompint: Quantile G-Computation Extensions for Effect Measure Modification (Version 0.7.0)

2021
rBiasCorrection: Correct Bias in DNA Methylation Analyses (Version 0.3.4)

2020
rangeMapper: A Platform for the Study of Macro-Ecology of Life History Traits (Version 2.0.3)

2010
readsdr: Translate Models from System Dynamics Software into 'R' (Version 0.3.0)

2020
receptiviti: Text Analysis Through the 'Receptiviti' API (Version 0.1.8)

2022
refineR: Reference Interval Estimation using Real-World Data (Version 1.6.2)

2021
restriktor: Restricted Statistical Estimation and Inference for Linear Models (Version 0.5-90)

2017
robotstxt: A 'robots.txt' Parser and 'Webbot'/'Spider'/'Crawler' Permissions Checker (Version 0.7.15)

2016
rsi: Efficiently Retrieve and Process Satellite Imagery (Version 0.3.1)

2024
s3fs: 'Amazon Web Service S3' File System (Version 0.1.7)

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

2016
scDiffCom: Differential Analysis of Intercellular Communication from scRNA-Seq Data (Version 1.0.0)

2021
sctransform: Variance Stabilizing Transformations for Single Cell UMI Data (Version 0.4.1)

2018
sdmTMB: Spatial and Spatiotemporal SPDE-Based GLMMs with 'TMB' (Version 0.6.0)

2023
semtree: Recursive Partitioning for Structural Equation Models (Version 0.9.20)

2016
sentopics: Tools for Joint Sentiment and Topic Analysis of Textual Data (Version 0.7.4)

2022
sharp: Stability-enHanced Approaches using Resampling Procedures (Version 1.4.6)

2022
simglm: Simulate Models Based on the Generalized Linear Model (Version 0.8.9)

2017
sims: Simulate Data from R or 'JAGS' Code (Version 0.0.4)

2021
smoots: Nonparametric Estimation of the Trend and Its Derivatives in TS (Version 1.1.4)

2019
solitude: An Implementation of Isolation Forest (Version 1.1.3)

2018
spStack: Bayesian Geostatistics Using Predictive Stacking (Version 1.0.1)

2024
spaMM: Mixed-Effect Models, with or without Spatial Random Effects (Version 4.5.0)

2013
spatialwarnings: Spatial Early Warning Signals of Ecosystem Degradation (Version 3.1.0)

2017
sperrorest: Perform Spatial Error Estimation and Variable Importance Assessment (Version 3.0.5)

2012
stars: Spatiotemporal Arrays, Raster and Vector Data Cubes (Version 0.6-6)

2018
steps: Spatially- and Temporally-Explicit Population Simulator (Version 1.3.0)

2019
stppSim: Spatiotemporal Point Patterns Simulation (Version 1.3.4)

2022
supercells: Superpixels of Spatial Data (Version 1.0.0)

2022
targeted: Targeted Inference (Version 0.5)

2020
tidySEM: Tidy Structural Equation Modeling (Version 0.2.7)

2020
tramvs: Optimal Subset Selection for Transformation Models (Version 0.0-6)

2022
tsdistributions: Location Scale Standardized Distributions (Version 1.0.2)

2024
tsgarch: Univariate GARCH Models (Version 1.0.3)

2024
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 1.1.0)

2024
wildmeta: Cluster Wild Bootstrapping for Meta-Analysis (Version 0.3.2)

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

2024
xegaPopulation: Genetic Population Level Functions (Version 1.0.0.0)

2024
ycevo: Nonparametric Estimation of the Yield Curve Evolution (Version 0.2.1)

2022

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