Differential Equations and Neural Networks
The following table contains links to individual posts on this website that deal with some specific topic related to differential equations and neural networks.
Link to posts
Post | Summary | Language | Technologies |
---|---|---|---|
Experiments with Neural ODEs in Python with TensorFlowDiffEq | Examples of usages of Neural ODEs implemented in Python using TensorFlow 2.x and TensorFlowDiffEq. | ||
Experiments with Neural ODEs in Julia | Examples of usages of Neural ODEs implemented in Julia using the packages DifferentialEquations, Flux, DiffEqFlux of the Julia ecosystem. | ||
Ordinary differential equation solvers in Python | Examples of use of some ordinary differential equation solvers in Python implemented by libraries frequently used in scientific applications in general and expecially in machine learning and deep learning. | ||
Ordinary differential equation solvers in Julia | Examples of use of some ordinary differential equation solvers in Julia implemented by the DifferentialEquations.jl native package of Julia ecosystem. |
Note: For other posts on this site about differential equations outside the context of neural networks see the section Mathematics.