Welcome to Dynax’s documentation!

Dynax is a Python package for straight-forward simulation, fitting and linearization of dynamical systems. It combines JAX, Diffrax, Equinox and SciPy optimizers.

Note

This project is under active development. The documentation is not there yet.

Contents:

• Quick start
  • Defining a dynamical system
  • Parameter fitting
  • Input-output linearization
• User guide
  • Defining dynamical systems
  • Constraining parameters
• Examples
  • Declaring ODE systems in Dynax
  • Fit a system of ordinary differential equations
  • Fit a system with multiple shooting
• API documentation
  • dynax.system
  • dynax.estimation
  • dynax.evolution
  • dynax.linearize
  • dynax.derivative
  • dynax.interpolation
  • dynax.util
• Bibliography