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:
tfNeuralODE_0.1.0.tar.gz
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tfNeuralODE_0.1.0.tgz(r-4.4-any)tfNeuralODE_0.1.0.tgz(r-4.3-any)
tfNeuralODE_0.1.0.tar.gz(r-4.5-noble)tfNeuralODE_0.1.0.tar.gz(r-4.4-noble)
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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')) |
Bug tracker:https://github.com/semran9/tfneuralode/issues
Last updated 1 years agofrom:e749a71f97. Checks:OK: 7. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Oct 11 2024 |
R-4.5-win | OK | Oct 11 2024 |
R-4.5-linux | OK | Oct 11 2024 |
R-4.4-win | OK | Oct 11 2024 |
R-4.4-mac | OK | Oct 11 2024 |
R-4.3-win | OK | Oct 11 2024 |
R-4.3-mac | OK | Oct 11 2024 |
Exports:backwardforwardrk4_step
Dependencies:backportsbase64enccliconfigdeSolvegenericsglueherejsonlitekeraslatticelifecyclemagrittrMatrixpngprocessxpsR6rappdirsRcppRcppTOMLreticulaterlangrprojrootrstudioapitensorflowtfautographtfrunstidyselectvctrswhiskerwithryamlzeallot
Readme and manuals
Help Manual
Help page | Topics |
---|---|
Backward pass of the Neural ODE | backward |
Forward pass of the Neural ODE network | forward |
Runge Kutta solver for ordinary differential equations | rk4_step |