Special Multi-Language Differential Equation Solver Comparison Benchmarks
The following are extra multi-language benchmarks which are harder to fit into the standard SciMLBenchmarks format. As such, they are less complete as they generally do not make use of work-precision diagrams but give information about the general status of the performance developments.
- Torchdiffeq vs DifferentialEquations.jl (/ DiffEqFlux.jl) Benchmarks
- torchdiffeq vs Julia DiffEqFlux Neural ODE Training Benchmark
- torchsde vs DifferentialEquations.jl / DiffEqFlux.jl
- JITCODE vs SciPy vs DifferentialEquations.jl on large network dynamics
- DifferentialEquations.jl vs Mujuco and DiffTaichi
- DiffEqFlux.jl / DifferentialEquations.jl vs Jax on an epidemic model
- DifferentialEquations.jl vs SciPy vs NumbaLSODA on a stiff ODE
- DifferentialEquations.jl vs SciPy vs NumbaLSODA
- Brusselator Stiff Partial Differential Equation Benchmark: Julia DifferentialEquations.jl vs Python SciPy