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

Python implementation of solvers for differential algebraic equation's (DAE's) that should be added to scipy one day.

Solver for differential algebraic equations

Modifications of Scipy's implicit solvers for the solution of differential-algebraic equations (DAEs)

Test Set for Initial Value Problems

Tools for representing systems of linear DAEs and ODEs, and for plotting their frequency responses.

This project provides a novel combination of the field of differential algebraic equations and deep neural networks, and this combination enables us to add constraints to neural networks. We explore various constraint methods and compare their strengths and weaknesses.