brainpy.analysis module

This module provides analysis tools for differential equations.

  • The symbolic module use SymPy symbolic inference to make analysis of low-dimensional dynamical system (only sypport ODEs).

  • The numeric module use numerical optimization function to make analysis of high-dimensional dynamical system (support ODEs and discrete systems).

  • The continuation module is the analysis package with numerical continuation methods.

  • Moreover, we provide several useful functions in stability module which may help your dynamical system analysis, like:

    >>> get_1d_stability_types()
    ['saddle node', 'stable point', 'unstable point']

Details in the following.