sentences:  The graphic depicts a stochastic differential equation being solved using the Euler Scheme.The deterministic counterpart is shown as well.The following Python code implements the Euler–Maruyama method and uses it to solve the Ornstein–Uhlenbeck process defined by
  
  The random numbers for formula_9 are generated using the NumPy mathematics package.