equinox

Web Application ASP.NET 9 using Clean Architecture, DDD, CQRS, Event Sourcing and a lot of good practices

Elegant easy-to-use neural networks + scientific computing in JAX. https://docs.kidger.site/equinox/

Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/

Nonlinear optimisation (root-finding, least squares, ...) in JAX+Equinox. https://docs.kidger.site/optimistix/

Linear solvers in JAX and Equinox. https://docs.kidger.site/lineax

Efficient Differentiable n-d PDE Solvers in JAX.

.NET event stream projection and scheduling platform with CosmosDB, DynamoDB, EventStoreDB, MemoryStore, message-db, Equinox and Kafka integrations

Multiple dispatch over abstract array types in JAX.

A Python package of computer vision models for the Equinox ecosystem.

Example app and service templates `dotnet new -i Equinox.Templates; dotnet new eqx*/pro*` https://github.com/jet/equinox https://github.com/jet/FsCodec

Single-file SAC-N implementation on jax with flax and equinox. 10x faster than pytorch

Discretax is a light weight collection of state space models implemented in JAX ⚡️

An implementation of ESM2 in Equinox+JAX

Neural Emulator Architectures in JAX.

Score-based Diffusion models in JAX.

[PSRM 2025] LinkOrgs: An R package for linking linking records on organizations using half a billion open-collaborated records from LinkedIn

A flexible, fast and scalable python library for Self-Organizing Maps

FGPT is an AST-based transpiler that converts production scientific Fortran into NumPy Python and optional JAX/Equinox modules for GPU acceleration and automatic differentiation. It also supports OpenACC GPU porting and Tapenade AD integration at the Fortran level.

Modular Physics-ML Components in JAX

EquinoxOS: x86-based Operating System.