mathematicskit.integrators ========================== Shared ODE integrators used by ``ode_dynamics`` and ``pde``: fixed-step explicit Euler and RK4, Adams-Bashforth multistep methods, symplectic leapfrog and Yoshida, adaptive Dormand-Prince, hand-rolled backward Euler and scipy's Radau/BDF for stiff systems, collocation for two-point boundary-value problems, and each method's linear stability region. The "Numerical integration" and "Stiffness and boundary-value problems" sections of the :doc:`ode_dynamics gallery ` demonstrate each one, and :doc:`/history/ode_dynamics_breakthroughs` covers their history. .. automodule:: mathematicskit.integrators :members: