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dyngen

A Multi-Modal Simulator for Spearheading Single-Cell Omics Analyses

v1.1.1 · Apr 1, 2026 · MIT + file LICENSE

Description

A novel, multi-modal simulation engine for studying dynamic cellular processes at single-cell resolution. 'dyngen' is more flexible than current single-cell simulation engines. It allows better method development and benchmarking, thereby stimulating development and testing of novel computational methods. Cannoodt et al. (2021) <doi:10.1038/s41467-021-24152-2>.

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CRAN Check Status

3 NOTE
11 OK
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r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 NOTE
r-oldrel-macos-x86_64 NOTE
r-oldrel-windows-x86_64 NOTE
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK
Check details (3 non-OK)
NOTE r-oldrel-macos-arm64

package dependencies

Package suggested but not available for checking: ‘anndataR’
NOTE r-oldrel-macos-x86_64

package dependencies

Package suggested but not available for checking: ‘anndataR’
NOTE r-oldrel-windows-x86_64

package dependencies

Package suggested but not available for checking: 'anndataR'

Check History

NOTE 10 OK · 4 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 21, 2026
NOTE r-release-macos-arm64

Rd files

checkRd: (-1) generate_kinetics.Rd:57: Lost braces; missing escapes or markup?
    57 | By default, sampled from {-1, 1} with probabilities {.25, .75}.
       |                          ^
checkRd: (-1) generate_kinetics.Rd:57: Lost braces; missing escapes or markup?
    57 | By default, sampled from {-1, 1} with probabilities {.25, .75}.
       |                                                     ^
NOTE r-oldrel-macos-arm64

package dependencies

Package suggested but not available for checking: ‘anndataR’
NOTE r-oldrel-macos-x86_64

package dependencies

Package suggested but not available for checking: ‘anndataR’
NOTE r-oldrel-windows-x86_64

package dependencies

Package suggested but not available for checking: 'anndataR'
ERROR 0 OK · 5 NOTE · 0 WARNING · 9 ERROR · 0 FAILURE Mar 10, 2026
ERROR r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Robrecht Cannoodt <rcannood@gmail.com>’

Package CITATION file contains call(s) to old-style citEntry().  Please
use bibentry() instead.
ERROR r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Robrecht Cannoodt <rcannood@gmail.com>’

Package CITATION file contains call(s) to old-style citEntry().  Please
use bibentry() instead.
ERROR r-devel-linux-x86_64-fedora-clang

Rd files

checkRd: (-1) generate_kinetics.Rd:57: Lost braces; missing escapes or markup?
    57 | By default, sampled from {-1, 1} with probabilities {.25, .75}.
       |                          ^
checkRd: (-1) generate_kinetics.Rd:57: Lost braces; missing escapes or markup?
    57 | By default, sampled from {-1, 1} with probabilities {.25, .75}.
       |                                                     ^
ERROR r-devel-linux-x86_64-fedora-gcc

Rd files

checkRd: (-1) generate_kinetics.Rd:57: Lost braces; missing escapes or markup?
    57 | By default, sampled from {-1, 1} with probabilities {.25, .75}.
       |                          ^
checkRd: (-1) generate_kinetics.Rd:57: Lost braces; missing escapes or markup?
    57 | By default, sampled from {-1, 1} with probabilities {.25, .75}.
       |                                                     ^
NOTE r-devel-macos-arm64

Rd files

checkRd: (-1) generate_kinetics.Rd:57: Lost braces; missing escapes or markup?
    57 | By default, sampled from {-1, 1} with probabilities {.25, .75}.
       |                          ^
checkRd: (-1) generate_kinetics.Rd:57: Lost braces; missing escapes or markup?
    57 | By default, sampled from {-1, 1} with probabilities {.25, .75}.
       |                                                     ^
ERROR r-devel-windows-x86_64

Rd files

checkRd: (-1) generate_kinetics.Rd:57: Lost braces; missing escapes or markup?
    57 | By default, sampled from {-1, 1} with probabilities {.25, .75}.
       |                          ^
checkRd: (-1) generate_kinetics.Rd:57: Lost braces; missing escapes or markup?
    57 | By default, sampled from {-1, 1} with probabilities {.25, .75}.
       |                                                     ^
ERROR r-patched-linux-x86_64

Rd files

checkRd: (-1) generate_kinetics.Rd:57: Lost braces; missing escapes or markup?
    57 | By default, sampled from {-1, 1} with probabilities {.25, .75}.
       |                          ^
checkRd: (-1) generate_kinetics.Rd:57: Lost braces; missing escapes or markup?
    57 | By default, sampled from {-1, 1} with probabilities {.25, .75}.
       |                                                     ^
ERROR r-release-linux-x86_64

Rd files

checkRd: (-1) generate_kinetics.Rd:57: Lost braces; missing escapes or markup?
    57 | By default, sampled from {-1, 1} with probabilities {.25, .75}.
       |                          ^
checkRd: (-1) generate_kinetics.Rd:57: Lost braces; missing escapes or markup?
    57 | By default, sampled from {-1, 1} with probabilities {.25, .75}.
       |                                                     ^
NOTE r-release-macos-arm64

Rd files

checkRd: (-1) generate_kinetics.Rd:57: Lost braces; missing escapes or markup?
    57 | By default, sampled from {-1, 1} with probabilities {.25, .75}.
       |                          ^
checkRd: (-1) generate_kinetics.Rd:57: Lost braces; missing escapes or markup?
    57 | By default, sampled from {-1, 1} with probabilities {.25, .75}.
       |                                                     ^
NOTE r-release-macos-x86_64

Rd files

checkRd: (-1) generate_kinetics.Rd:57: Lost braces; missing escapes or markup?
    57 | By default, sampled from {-1, 1} with probabilities {.25, .75}.
       |                          ^
checkRd: (-1) generate_kinetics.Rd:57: Lost braces; missing escapes or markup?
    57 | By default, sampled from {-1, 1} with probabilities {.25, .75}.
       |                                                     ^
ERROR r-release-windows-x86_64

Rd files

checkRd: (-1) generate_kinetics.Rd:57: Lost braces; missing escapes or markup?
    57 | By default, sampled from {-1, 1} with probabilities {.25, .75}.
       |                          ^
checkRd: (-1) generate_kinetics.Rd:57: Lost braces; missing escapes or markup?
    57 | By default, sampled from {-1, 1} with probabilities {.25, .75}.
       |                                                     ^
NOTE r-oldrel-macos-arm64

Rd files

checkRd: (-1) generate_kinetics.Rd:57: Lost braces; missing escapes or markup?
    57 | By default, sampled from {-1, 1} with probabilities {.25, .75}.
       |                          ^
checkRd: (-1) generate_kinetics.Rd:57: Lost braces; missing escapes or markup?
    57 | By default, sampled from {-1, 1} with probabilities {.25, .75}.
       |                                                     ^
NOTE r-oldrel-macos-x86_64

Rd files

checkRd: (-1) generate_kinetics.Rd:57: Lost braces; missing escapes or markup?
    57 | By default, sampled from {-1, 1} with probabilities {.25, .75}.
       |                          ^
checkRd: (-1) generate_kinetics.Rd:57: Lost braces; missing escapes or markup?
    57 | By default, sampled from {-1, 1} with probabilities {.25, .75}.
       |                                                     ^
ERROR r-oldrel-windows-x86_64

Rd files

checkRd: (-1) generate_kinetics.Rd:57: Lost braces; missing escapes or markup?
    57 | By default, sampled from {-1, 1} with probabilities {.25, .75}.
       |                          ^
checkRd: (-1) generate_kinetics.Rd:57: Lost braces; missing escapes or markup?
    57 | By default, sampled from {-1, 1} with probabilities {.25, .75}.
       |                                                     ^

Dependency Network

Dependencies Reverse dependencies assertthat dplyr dynutils ggplot2 ggraph GillespieSSA2 igraph lmds Matrix patchwork pbapply purrr rlang tibble tidygraph +3 more dependencies dyngen

Version History

updated 1.1.1 ← 1.1.0 diff Apr 1, 2026
updated 1.1.0 ← 1.0.5 diff Mar 17, 2026
new 1.0.5 Mar 10, 2026
updated 1.0.5 ← 1.0.4 diff Oct 11, 2022
updated 1.0.4 ← 1.0.3 diff Aug 26, 2022
updated 1.0.3 ← 1.0.2 diff Sep 19, 2021
updated 1.0.2 ← 1.0.1 diff Jun 24, 2021
updated 1.0.1 ← 1.0.0 diff Apr 11, 2021
updated 1.0.0 ← 0.4.0 diff Feb 22, 2021
new 0.4.0 Sep 9, 2020