
diffrax
by patrick-kidger (personal account)
Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/ (description from the project’s GitHub page)
Repository facts
- Stars
- 2,114
- Forks
- 196
- Open issues and pull requests
- 260
- Primary language
- Python
- License
- Apache License 2.0 (Apache-2.0)
- Owner
- patrick-kidger · Personal account
- Created
- Jul 25, 2021
- Last push
- Sep 6, 2026
Topics
Related projects
Projects that share this one’s GitHub topics.
Rank 2,628: patrick-kidger/equinox
Elegant easy-to-use neural networks + scientific computing in JAX. https://docs.kidger.site/equinox/
2,990 starsPythonApache-2.0Last push Sep 6, 2026
Rank 2,483: SciML/DifferentialEquations.jl
Multi-language suite for high-performance solvers of differential equations and scientific machine learning (SciML) components. Ordinary differential equations (ODEs), stochastic…
3,167 starsJuliaOther licenseLast push Oct 17, 2026
Rank 5,286: SciML/NeuralPDE.jl
Physics-Informed Neural Networks (PINN) Solvers of (Partial) Differential Equations for Scientific Machine Learning (SciML) accelerated simulation
1,235 starsJuliaOther licenseLast push Oct 17, 2026
Rank 6,399: SciML/DiffEqFlux.jl
Pre-built implicit layer architectures with O(1) backprop, GPUs, and stiff+non-stiff DE solvers, demonstrating scientific machine learning (SciML) and physics-informed machine lea…
929 starsJuliaMITLast push Oct 18, 2026
Rank 8,752: benmoseley/FBPINNs
Solve forward and inverse problems related to partial differential equations using finite basis physics-informed neural networks (FBPINNs)
577 starsPythonMITLast push May 29, 2026
Rank 4,421: DiffEqML/torchdyn
A PyTorch library entirely dedicated to neural differential equations, implicit models and related numerical methods
1,581 starsJupyter NotebookApache-2.0Last push May 2, 2024