Ode Solver Python Packages

pathsim

A Python native dynamical system simulation framework in the block diagram paradigm.

heyoka

Python library for ODE integration via Taylor's method and LLVM

zvode

Python bindings to the classic ZVODE library (in Fortran)

numbalsoda

Python wrapper of LSODA (solving ODEs) which can be called from within numba functions.

specular-differentiation

Specular differentiation and its applications

mechanicsdsl-core

Domain-specific language and compiler for physical systems. Write a Lagrangian, get a simulation. Thirteen code generation backends, built on SymPy.

sundials4py

Official development repository for SUNDIALS - a SUite of Nonlinear and DIfferential/ALgebraic equation Solvers. Pull requests are welcome for bug fixes and minor changes.

dedekind

Dedekind is a high-performance, differentiable programming language for scientific computing and machine learning. It features compile-time physical units, automatic differentiation, built-in solvers, and GPU/TPU acceleration.

pygoss

Python interface to goss - General ODE System Solver

pyhamsys

pyHamSys is a Python package for scientific computations involving Hamiltonian systems

scipy-events

A library of events for scipy.integrate.solve_ivp.

extensisq

Extend scipy.integrate with various methods for solve_ivp

pydgq

ODE system solver using dG(q), time-discontinuous Galerkin with Lobatto basis. Py3.11-3.14.

cleanode

Example using an embedded solver

reactor-twin

Physics-constrained Neural DEs for chemical reactor digital twins

dqbee

(TACAS 24) Python Package for disspaitve quadratization, from Paper "Dissipative quadratizations of polynomial ODE systems"

pararealml

A machine learning boosted parallel-in-time differential equation solver framework.

numba-integrators

Numerical ODE-solvers using numba

pybasin

Basin stability estimation for dynamical systems

jp-odesolver

Simple Python project to solve ODEs numerically

pydens

Framework for solving differential equations with deep learning

pyodys

This is a robust and flexible Python package for solving ordinary differential equations (ODEs). The solver is built to handle both explicit and implicit Runge–Kutta methods using a powerful Butcher tableau approach, and it includes a numerical Jacobian for convenience.

pykinbiont

Python interface for KinBiont.jl microbial kinetics analysis

nemf

A novel three step network-based general ecosystem modeling framework