Ordinary Differential Equations Python Packages

mpmath

Python library for arbitrary-precision floating-point arithmetic

pyodesys

∫ Straightforward numerical integration of systems of ordinary differential equations

desolver

A Python library for solving Initial Value Problems using various numerical integration methods.

biomass

A Python Framework for Modeling and Analysis of Signaling Systems

pysdc

pySDC is a Python implementation of the spectral deferred correction (SDC) approach and its flavors, esp. the multilevel extension MLSDC and PFASST.

rkkit

Playing with Runge-Kutta methods and SageMath

diffeqpy

Solving differential equations in Python using DifferentialEquations.jl and the SciML Scientific Machine Learning organization

pydgq

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

pyodeint

Python wrapper around odeint (from the boost C++ library)

diffsol-jax

JAX bindings for diffsol

simba-ml

SimbaML is an all-in-one framework for integrating prior knowledge of ODE models into the ML process by synthetic data augmentation. It allows for the convenient generation of realistic synthetic data by sparsifying and adding noise. Furthermore, our framework provides customizable pipelines for various ML experiments, such as transfer learning.

kipe

Kalman-backed parameter estimation and identifiability analysis for partial differential equations

hundun

🦋 hundun is a python library for the exploration of chaos.

pysodm

Simulating and Optimising Dynamical Models in Python 3

ode-explorer

A small Python library for fast ODE prototyping and visualization.

jp-odesolver

Simple Python project to solve ODEs numerically

gradsolve

Differentiable ensemble solvers for differential equations on GPUs, in JAX

phlearn

The package phlearn for modelling pseudo-Hamiltonian systems by pseudo-Hamiltonian neural networks (PHNN), for ODEs and PDEs

sbml2julia

A tool to for optimizing parameters of ordinary differential equation (ODE) models. SBML2Julia translates a model from SBML/PEtab format into Julia for Mathematical Programming (JuMP), performs the optimization task and returns the results.

lyapynov

Python package to compute Lyapunov exponents, covariant Lyapunov vectors (CLV) and adjoints of a dynamical systems.

mpmath-with-autoprec-correction-lirikoknessu-fork

Python library for arbitrary-precision floating-point arithmetic