Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/
☆2,067Jun 21, 2026Updated 3 weeks ago
Alternatives and similar repositories for diffrax
Users that are interested in diffrax are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Elegant easy-to-use neural networks + scientific computing in JAX. https://docs.kidger.site/equinox/☆2,924Jun 29, 2026Updated 2 weeks ago
- Linear solvers in JAX and Equinox. https://docs.kidger.site/lineax☆564Jun 27, 2026Updated 3 weeks ago
- Nonlinear optimisation (root-finding, least squares, ...) in JAX+Equinox. https://docs.kidger.site/optimistix/☆604May 13, 2026Updated 2 months ago
- Optax is a gradient processing and optimization library for JAX.☆2,302Updated this week
- Hardware accelerated, batchable and differentiable optimizers in JAX.☆1,051Jun 4, 2026Updated last month
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.☆1,097Updated this week
- Turn SymPy expressions into trainable JAX expressions.☆371Apr 20, 2026Updated 2 months ago
- JAX - A curated list of resources https://github.com/google/jax☆2,138Jan 20, 2026Updated 6 months ago
- ☆237Jun 21, 2026Updated 3 weeks ago
- Zero-copy MPI communication of JAX arrays, for turbo-charged HPC applications in Python☆536Updated this week
- Gaussian processes in JAX and Equinox.☆638Updated this week
- Differentiable controlled differential equation solvers for PyTorch with GPU support and memory-efficient adjoint backpropagation.☆485Sep 4, 2025Updated 10 months ago
- Differentiable SDE solvers with GPU support and efficient sensitivity analysis.☆1,726Dec 30, 2024Updated last year
- Type annotations and runtime checking for shape and dtype of JAX/NumPy/PyTorch/etc. arrays. https://docs.kidger.site/jaxtyping/☆1,842Jul 8, 2026Updated last week
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆644Jul 8, 2026Updated last week
- Multiple dispatch over abstract array types in JAX.☆142Jul 12, 2026Updated last week
- Mathematical operations for JAX pytrees☆210Dec 5, 2024Updated last year
- Interpolation and function approximation with JAX☆278Jun 22, 2026Updated 3 weeks ago
- A JAX-based research framework for writing differentiable numerical simulators with arbitrary discretizations☆135May 7, 2026Updated 2 months ago
- Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.☆2,720Updated this week
- A PyTorch library entirely dedicated to neural differential equations, implicit models and related numerical methods☆1,572May 2, 2024Updated 2 years ago
- ☆948Jul 9, 2026Updated last week
- A Python package for probabilistic state space modeling with JAX☆982Jun 25, 2026Updated 3 weeks ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.☆6,462Apr 4, 2025Updated last year
- Probabilistic Programming and Nested sampling in JAX☆247May 13, 2026Updated 2 months ago
- Oryx is a library for probabilistic programming and deep learning built on top of Jax.☆319Jul 8, 2026Updated last week
- A small library of paramaterizations and parameter constraints for PyTrees.☆64Jan 23, 2026Updated 5 months ago
- Normalizing-flow enhanced sampling package for probabilistic inference in Jax☆260Oct 28, 2025Updated 8 months ago
- Optimal transport tools implemented with the JAX framework, to solve large scale matching problems of any flavor.☆750Jun 14, 2026Updated last month
- A differentiable PDE solving framework for machine learning☆1,911Updated this week
- Second Order Optimization and Curvature Estimation with K-FAC in JAX.☆327Jul 9, 2026Updated last week
- Orbax provides common checkpointing and persistence utilities for JAX users☆527Updated this week
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Flax is a neural network library for JAX that is designed for flexibility.☆7,272Jul 7, 2026Updated last week
- Probabilistic solvers for differential equations in JAX. Adaptive ODE solvers with calibration, state-space model factorisations, and cus…☆64Jul 9, 2026Updated last week
- A differentiable cosmology library in JAX☆244Jun 27, 2025Updated last year
- JAX Arrays for human consumption☆112Oct 23, 2025Updated 8 months ago
- Code for the paper "Learning Differential Equations that are Easy to Solve"☆290Nov 25, 2021Updated 4 years ago
- JAX-based neural network library☆3,256Jul 9, 2026Updated last week
- High-performance quantum systems simulation with JAX (GPU-accelerated & differentiable solvers).☆307Updated this week