Package: tfNeuralODE 0.1.0

tfNeuralODE: Create Neural Ordinary Differential Equations with 'tensorflow'

Provides a framework for the creation and use of Neural ordinary differential equations with the 'tensorflow' and 'keras' packages. The idea of Neural ordinary differential equations comes from Chen et al. (2018) <doi:10.48550/arXiv.1806.07366>, and presents a novel way of learning and solving differential systems.

Authors:Shayaan Emran [aut, cre, cph]

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tfNeuralODE.pdf |tfNeuralODE.html
tfNeuralODE/json (API)
NEWS

# Install 'tfNeuralODE' in R:
install.packages('tfNeuralODE', repos = c('https://semran9.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/semran9/tfneuralode/issues

On CRAN:

4.30 score 5 scripts 549 downloads 3 exports 34 dependencies

Last updated 1 years agofrom:e749a71f97. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 11 2024
R-4.5-winOKOct 11 2024
R-4.5-linuxOKOct 11 2024
R-4.4-winOKOct 11 2024
R-4.4-macOKOct 11 2024
R-4.3-winOKOct 11 2024
R-4.3-macOKOct 11 2024

Exports:backwardforwardrk4_step

Dependencies:backportsbase64enccliconfigdeSolvegenericsglueherejsonlitekeraslatticelifecyclemagrittrMatrixpngprocessxpsR6rappdirsRcppRcppTOMLreticulaterlangrprojrootrstudioapitensorflowtfautographtfrunstidyselectvctrswhiskerwithryamlzeallot

tfNeuralODE-Adjoint

Rendered fromtfNeuralODE-Adjoint.Rmdusingknitr::rmarkdownon Oct 11 2024.

Last update: 2023-10-15
Started: 2023-10-15

tfNeuralODE-Spirals

Rendered fromtfNeuralODE-Spirals.Rmdusingknitr::rmarkdownon Oct 11 2024.

Last update: 2023-10-15
Started: 2023-10-14