SDE Toolbox: simulation and estimation of
stochastic differential equations with Matlab is a free package for working
with stochastic differential equation numerically. It includes the simple
method of Euler-Maruyama and the Milstein method. There are some examples, but you can define your own. It is outdated, but can be a nice starting point on the study of stochastic differential equations.
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