Package: diffeqr 2.0.1
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:
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')) |
Bug tracker:https://github.com/sciml/diffeqr/issues
daeddedelay-differential-equationsdifferential-algebraic-equationsdifferential-equationsodeordinary-differential-equationsscientific-machine-learningscimlsdestochastic-differential-equations
Last updated 2 days agofrom:c925496102. Checks:OK: 7. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Nov 20 2024 |
R-4.5-win | OK | Nov 20 2024 |
R-4.5-linux | OK | Nov 20 2024 |
R-4.4-win | OK | Nov 20 2024 |
R-4.4-mac | OK | Nov 20 2024 |
R-4.3-win | OK | Nov 20 2024 |
R-4.3-mac | OK | Nov 20 2024 |
Exports:diffeq_setupdiffeqgpu_setupjitoptimize_odejitoptimize_sde
GPU-Accelerated Ordinary Differential Equations (ODE) in R with diffeqr
Rendered fromgpu.Rmd
usingknitr::rmarkdown
on Nov 20 2024.Last update: 2023-10-20
Started: 2020-08-23
Solving Delay Differential Equations (DDE) in R with diffeqr
Rendered fromdde.Rmd
usingknitr::rmarkdown
on Nov 20 2024.Last update: 2020-08-23
Started: 2018-04-20
Solving Differential-Algebraic Equations (DAE) in R with diffeqr
Rendered fromdae.Rmd
usingknitr::rmarkdown
on Nov 20 2024.Last update: 2020-08-23
Started: 2018-04-20
Solving Ordinary Differential Equations (ODE) in R with diffeqr
Rendered fromode.Rmd
usingknitr::rmarkdown
on Nov 20 2024.Last update: 2020-08-26
Started: 2018-04-19
Solving Stochastic Differential Equations (SDE) in R with diffeqr
Rendered fromsde.Rmd
usingknitr::rmarkdown
on Nov 20 2024.Last update: 2020-08-26
Started: 2018-04-19
Readme and manuals
Help Manual
Help page | Topics |
---|---|
Setup diffeqr | diffeq_setup |
Setup DiffEqGPU | diffeqgpu_setup |
Jit Optimize an ODEProblem | jitoptimize_ode |
Jit Optimize an SDEProblem | jitoptimize_sde |