Package: diffeqr 2.0.1

Christopher Rackauckas

diffeqr: Solving Differential Equations (ODEs, SDEs, DDEs, DAEs)

An interface to 'DifferentialEquations.jl' <https://diffeq.sciml.ai/dev/> from the R programming language. It has unique high performance methods for solving ordinary differential equations (ODE), stochastic differential equations (SDE), delay differential equations (DDE), differential-algebraic equations (DAE), and more. Much of the functionality, including features like adaptive time stepping in SDEs, are unique and allow for multiple orders of magnitude speedup over more common methods. Supports GPUs, with support for CUDA (NVIDIA), AMD GPUs, Intel oneAPI GPUs, and Apple's Metal (M-series chip GPUs). 'diffeqr' attaches an R interface onto the package, allowing seamless use of this tooling by R users. For more information, see Rackauckas and Nie (2017) <doi:10.5334/jors.151>.

Authors:Christopher Rackauckas [aut, cre, cph]

diffeqr_2.0.1.tar.gz
diffeqr_2.0.1.zip(r-4.5)diffeqr_2.0.1.zip(r-4.4)diffeqr_2.0.1.zip(r-4.3)
diffeqr_2.0.1.tgz(r-4.4-any)diffeqr_2.0.1.tgz(r-4.3-any)
diffeqr_2.0.1.tar.gz(r-4.5-noble)diffeqr_2.0.1.tar.gz(r-4.4-noble)
diffeqr_2.0.1.tgz(r-4.4-emscripten)diffeqr_2.0.1.tgz(r-4.3-emscripten)
diffeqr.pdf |diffeqr.html
diffeqr/json (API)
NEWS

# Install 'diffeqr' in R:
install.packages('diffeqr', repos = c('https://sciml.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/sciml/diffeqr/issues

On CRAN:

daeddedelay-differential-equationsdifferential-algebraic-equationsdifferential-equationsodeordinary-differential-equationsscientific-machine-learningscimlsdestochastic-differential-equations

8.12 score 141 stars 31 scripts 346 downloads 4 exports 8 dependencies

Last updated 2 days agofrom:c925496102. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 20 2024
R-4.5-winOKNov 20 2024
R-4.5-linuxOKNov 20 2024
R-4.4-winOKNov 20 2024
R-4.4-macOKNov 20 2024
R-4.3-winOKNov 20 2024
R-4.3-macOKNov 20 2024

Exports:diffeq_setupdiffeqgpu_setupjitoptimize_odejitoptimize_sde

Dependencies:evaluatehighrJuliaCallknitrRcpprjsonxfunyaml

GPU-Accelerated Ordinary Differential Equations (ODE) in R with diffeqr

Rendered fromgpu.Rmdusingknitr::rmarkdownon Nov 20 2024.

Last update: 2023-10-20
Started: 2020-08-23

Solving Delay Differential Equations (DDE) in R with diffeqr

Rendered fromdde.Rmdusingknitr::rmarkdownon Nov 20 2024.

Last update: 2020-08-23
Started: 2018-04-20

Solving Differential-Algebraic Equations (DAE) in R with diffeqr

Rendered fromdae.Rmdusingknitr::rmarkdownon Nov 20 2024.

Last update: 2020-08-23
Started: 2018-04-20

Solving Ordinary Differential Equations (ODE) in R with diffeqr

Rendered fromode.Rmdusingknitr::rmarkdownon Nov 20 2024.

Last update: 2020-08-26
Started: 2018-04-19

Solving Stochastic Differential Equations (SDE) in R with diffeqr

Rendered fromsde.Rmdusingknitr::rmarkdownon Nov 20 2024.

Last update: 2020-08-26
Started: 2018-04-19