This class contains a recopilatory of diffusion models used in ANDI. The class is organized in three subclasses, each corresponding to a different dimensionality of the output trajectory.

Currently the library containts the following models:

Function Dimensions Description
bm (1D) Brownian motion
fbm (1D/2D/3D) Fractional browian motion, simulated via the stochastic Python library
ctrw (1D/2D/3D) Continuous time random walks
lw (1D/2D/3D) Levy walks
attm (1D/2D/3D) Annealed transit time
sbm (1D/2D/3D) Scaled brownian motion

The class is organized as follows:

To learn more on the use of this class, please visit this tutorial.