Pde Solver Python Packages

exponax

Efficient Differentiable n-d PDE Solvers in JAX.

pympdata

Numba-accelerated Pythonic implementation of MPDATA with examples in Python, Julia, Rust and Matlab

pympdata-examples

Numba-accelerated Pythonic implementation of MPDATA with examples in Python, Julia, Rust and Matlab

phiflow

A differentiable PDE solving framework for machine learning

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.

heatrapy

Python library for simulating heat transfer processes

neurodiffeq

A library for solving differential equations using neural networks based on PyTorch, used by multiple research groups around the world, including at Harvard IACS.

solidspy

2D-Finite Element Analysis with Python

derivatives-pricing

A Python library for options pricing and Greeks computation.

velesquant

Quant libraty with pricing power of C++ wrapped inside python classes

marimo-flow

Reactive marimo notebooks for ML with MLflow tracking, PINA physics-informed neural networks, and a multi-agent team on pydantic-graph + Ollama Cloud.

pararealml

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

idrlnet

IDRLnet

pydens

Framework for solving differential equations with deep learning

jax-dips

JAX-DIPS is a differentiable interfacial PDE solver.

pde-rk

Functions for simulating one-dimensional PDE models using an adaptive Runge-Kutta scheme

fastfd

A library for building finite difference simulations

solidspytest

A simple Finite Element program