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

numbalsoda

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

pygoss

General ODE System Solver

pyhamsys

pyHamSys is a Python package for scientific computations involving Hamiltonian systems

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.

pydgq

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

cleanode

Example using an embedded solver

mechanicsdsl-core

A Domain-Specific Language and Transpiler for Classical Mechanics

dqbee

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

scipy-events

A library of events for scipy.integrate.solve_ivp.

extensisq

Extend scipy.integrate with various methods for solve_ivp

numba-integrators

Numerical ODE-solvers using numba

pykinbiont

Python interface for KinBiont.jl. Model-based analysis of microbial growth kinetics from Julia, accessible in Python with native numpy and pandas support.

reactor-twin

Physics-constrained Neural DEs for chemical reactor digital twins

pararealml

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

jp-odesolver

Simple Python project to solve ODEs numerically

pybasin

Basin stability estimation for dynamical systems

nemf

A novel three step network-based general ecosystem modeling framework

pydens

PyDEns is a framework for solving Ordinary and Partial Differential Equations (ODEs & PDEs) using neural networks

pyodys

This repository contains a robust and flexible Python package for solving ordinary differential equations (ODEs). It supports both Runge–Kutta schemes (explicit, DIRK) and BDF multistep methods, with adaptive time-stepping and strong support for sparse Jacobians--making it well-suited for large-scale and stiff problems.

gemf

A novel three step network-based general ecosystem modeling framework

gnlse

Generalized Nonlinear Schrodringer Equation solver