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
|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.