October 2024 in CRAN

Final

Part of Q4 2024 and 2024.

175

New packages

971

Updated

Archived

202M

Downloads

New packages (60+)

SoilManageR Calculate Soil Management Indicators for Agricultural Practice Assessment	2024-10-01
contrastable Consistent Contrast Coding for Factors	2024-10-01
webdav A Simple Interface for Interacting with 'WebDAV' Servers	2024-10-01
ISCA Compare Heterogeneous Social Groups	2024-10-02
ai Build, Predict and Analyse Artificial Intelligence Models	2024-10-02
SOMMD Self Organising Maps for the Analysis of Molecular Dynamics Data	2024-10-02
acoRn Exclusion-Based Parentage Assignment Using Multilocus Genotype Data	2024-10-02
midoc A Decision-Making System for Multiple Imputation	2024-10-02
stepcount Estimate Step Counts from 'Accelerometry' Data	2024-10-02
mabacR Assisting Decision Makers	2024-10-02
CIpostSelect Confidence Interval Post-Selection of Variable	2024-10-02
CompositionalRF Multivariate Random Forest with Compositional Responses	2024-10-02
autogam Automate the Creation of Generalized Additive Models (GAMs)	2024-10-02
depCensoring Statistical Methods for Survival Data with Dependent Censoring	2024-10-02
epizootic Spatially Explicit Population Models of Disease Transmission in Wildlife	2024-10-02
ggcompare Mean Comparison in 'ggplot2'	2024-10-02
ggview 'ggplot2' Picture Previewer	2024-10-02
microinverterdata Collect your Microinverter Data	2024-10-02
GFDrmtl Multiple RMTL-Based Tests for Competing Risks Data in General Factorial Designs	2024-10-03
conditionalProbNspades Conditional Probabilities of Distributions Across Hearts Hands	2024-10-03
r6qualitytools R6-Based Statistical Methods for Quality Science	2024-10-03
FTSgof White Noise and Goodness-of-Fit Tests for Functional Time Series	2024-10-03
PvSTATEM Reading, Quality Control and Preprocessing of MBA (Multiplex Bead Assay) Data	2024-10-03
RLoptimal Optimal Adaptive Allocation Using Deep Reinforcement Learning	2024-10-03
extrasteps More Miscellaneous Steps for the 'recipes' Package	2024-10-03
spStack Bayesian Geostatistics Using Predictive Stacking	2024-10-03
staccuracy Standardized Accuracy and Other Model Performance Metrics	2024-10-03
openappr Retrieve App Data from 'OpenAppBuilder'	2024-10-04
BTTL Bradley-Terry Transfer Learning	2024-10-04
AlignLV Multiple Group Item Response Theory Alignment Helpers for 'lavaan' and 'mirt'	2024-10-04
extrememix Bayesian Estimation of Extreme Value Mixture Models	2024-10-04
gofreg Bootstrap-Based Goodness-of-Fit Tests for Parametric Regression	2024-10-04
MDDC Modified Detecting Deviating Cells Algorithm in Pharmacovigilance	2024-10-04
mappeR Construct Mapper Graphs for Topological and Exploratory Data Analysis	2024-10-04
shrinkem Approximate Bayesian Regularization for Parsimonious Estimates	2024-10-05
GTbasedIM Game Theory-Based Influence Measures	2024-10-07
heckmanGE Estimation and Inference for Heckman Selection Models with Cluster-Robust Variance	2024-10-07
CDsampling Constrained Sampling in Paid Research Studies	2024-10-07
oglcnac Processing and Analysis of 'O-GlcNAcAtlas' Data	2024-10-07
opendataformat Reading and Writing Open Data Format Files	2024-10-07
serosv Model Infectious Disease Parameters from Serosurveys	2024-10-07
usdatasets A Comprehensive Collection of U.S. Datasets	2024-10-08
tvtools Comprehensive Tools for Panel Data Analysis - 'tvtools'	2024-10-08
eDNAjoint Joint Modeling of Traditional and Environmental DNA Survey Data in a Bayesian Framework	2024-10-08
spheredata Students' Performance Dataset in Physics Education Research (SPHERE)	2024-10-08
REN Regularization Ensemble for Robust Portfolio Optimization	2024-10-10
Certara.VPCResults Generate Visual Predictive Checks (VPC) Using 'shiny'	2024-10-10
autometric Background Resource Logging	2024-10-10
gerefer Preparer of Main Scientific References for Automatic Insertion in Academic Papers	2024-10-10
tidyllm Tidy Integration of Large Language Models	2024-10-10
roseRF ROSE Random Forests for Robust Semiparametric Efficient Estimation	2024-10-11
WQM Wavelet-Based Quantile Mapping for Postprocessing Numerical Weather Predictions	2024-10-11
mycaas My Computerized Adaptive Assessment	2024-10-11
sapo Spatial Association of Different Types of Polygon	2024-10-11
Kifidi Summary Table and Means Plots	2024-10-11
data.table.threads Analyze Multi-Threading Performance for 'data.table' Functions	2024-10-11
neutrostat Neutrosophic Statistics	2024-10-11
openrouteservice An 'openrouteservice' API Client	2024-10-11
pPCA Partial Principal Component Analysis of Partitioned Large Sparse Matrices	2024-10-11
plmmr Penalized Linear Mixed Models for Correlated Data	2024-10-11

Downloads

202M

Total downloads

+15.8%

vs prior period

Most downloaded

1	rlang Functions for Base Types and Core R and 'Tidyverse' Features	2M
2	lifecycle Manage the Life Cycle of your Package Functions	1.9M
3	ggplot2 Create Elegant Data Visualisations Using the Grammar of Graphics	1.9M
4	dplyr A Grammar of Data Manipulation	1.9M
5	cli Helpers for Developing Command Line Interfaces	1.8M
6	vctrs Vector Helpers	1.8M
7	glue Interpreted String Literals	1.8M
8	tibble Simple Data Frames	1.6M
9	pillar Coloured Formatting for Columns	1.5M
10	jsonlite A Simple and Robust JSON Parser and Generator for R	1.5M
11	magrittr A Forward-Pipe Operator for R	1.5M
12	withr Run Code 'With' Temporarily Modified Global State	1.4M
13	R6 Encapsulated Classes with Reference Semantics	1.4M
14	fansi ANSI Control Sequence Aware String Functions	1.4M
15	utf8 Unicode Text Processing	1.4M
16	scales Scale Functions for Visualization	1.4M
17	pkgconfig Private Configuration for 'R' Packages	1.3M
18	Rcpp Seamless R and C++ Integration	1.3M
19	stringr Simple, Consistent Wrappers for Common String Operations	1.3M
20	xfun Supporting Functions for Packages Maintained by 'Yihui Xie'	1.3M

Fastest growing

1	genetic.algo.optimizeR Genetic Algorithm Optimization	+999%+
2	tseriesTARMA Analysis of Nonlinear Time Series Through Threshold Autoregressive Moving Average Models (TARMA) Models	+999%+
3	templateICAr Estimate Brain Networks and Connectivity with ICA and Empirical Priors	+999%+
4	ResIN Conduct Response Item Network (ResIN) Analysis with Social Response Data	+999%+
5	multiverse Create 'multiverse analysis' in R	+999%+
6	autometric Background Resource Logging	+999%+
7	shinytest2 Testing for Shiny Applications	+999%+
8	theft Tools for Handling Extraction of Features from Time Series	+999%+
9	shinydisconnect Show a Nice Message When a 'Shiny' App Disconnects or Errors	+999%+
10	tsgarch Univariate GARCH Models	+963%
11	lucid Printing Floating Point Numbers in a Human-Friendly Format	+829%
12	ggpackets Package Plot Layers for Easier Portability and Modularization	+789%
13	ggtangle Draw Network with Data	+728%
14	GJRM Generalised Joint Regression Modelling	+475%
15	reformulas Machinery for Processing Random Effect Formulas	+403%
16	pcalg Methods for Graphical Models and Causal Inference	+402%
17	smss Datasets for Agresti and Finlay's "Statistical Methods for the Social Sciences"	+332%
18	distrEx Extensions of Package 'distr'	+233%
19	mlflow Interface to 'MLflow'	+214%
20	fcl A Financial Calculator	+196%

Biggest debuts

1	autometric Background Resource Logging	1.2K
2	webdav A Simple Interface for Interacting with 'WebDAV' Servers	533
3	mappeR Construct Mapper Graphs for Topological and Exploratory Data Analysis	526
4	ggview 'ggplot2' Picture Previewer	505
5	PvSTATEM Reading, Quality Control and Preprocessing of MBA (Multiplex Bead Assay) Data	468
6	usdatasets A Comprehensive Collection of U.S. Datasets	439
7	openrouteservice An 'openrouteservice' API Client	418
8	CIpostSelect Confidence Interval Post-Selection of Variable	390
9	acoRn Exclusion-Based Parentage Assignment Using Multilocus Genotype Data	372
10	depCensoring Statistical Methods for Survival Data with Dependent Censoring	368
11	ggcompare Mean Comparison in 'ggplot2'	328
12	microinverterdata Collect your Microinverter Data	318
13	diceplot High Dimensional Categorical Data Visualization	316
14	Certara.VPCResults Generate Visual Predictive Checks (VPC) Using 'shiny'	315
15	data.table.threads Analyze Multi-Threading Performance for 'data.table' Functions	306
16	SCDA Spatially-Clustered Data Analysis	302
17	spStack Bayesian Geostatistics Using Predictive Stacking	300
18	serosv Model Infectious Disease Parameters from Serosurveys	289
19	deeptimedata Geologic Pattern Data from FGDC Used in 'deeptime'	288
20	autogam Automate the Creation of Generalized Additive Models (GAMs)	282

Notable

Major version jumps

BinGSD 0.0.1→1.1 CommonDataModel 0.2.0→1.0.1 MAMS 2.0.2→3.0.0 apt 3.0→4.0 vectorsurvR 0.2.0→1.2.1 BATSS 0.7.14→1.0.0 Umoments 0.1.1→1.0.1 matlib 0.9.8→1.0.0 secr 4.6.10→5.0.0 ResIN 1.1.0→2.0.0 cmmr 0.1.2→1.0.3 tidyplate 1.1.0→2.0.0 FRB 1.8→2.0-1 mappeR 0.1.5→1.0.0 oaqc 1.0→2.0.0 Rgof 1.2.2→2.1.0 konfound 0.5.1→1.0.1 pubh 1.3.7→2.0.0 LatticeKrig 8.4→9.3.0 path.chain 0.2.0→1.0.0

First-time CRAN authors

Olivier Heller Thomas Sostarics Hugo Vasconcelos ×15 Raphaël Wittwer James Carpenter Rosie Cornish Gilles Crommen Elinor Curnow Myrthe D'Haen Boubacar DIALLO Lucas Drouhot Jon Heron Erik Lindahl Stefano Motta Alessandro Pandini Aristotelis Papageorgiou Nikos Pechlivanis Fotis Psomopoulos Adam Slabadack Marion Späth