netpyne.batch.asd_parallel module

Module for adaptive stochastic descent optimization

netpyne.batch.asd_parallel.asd(batch, function, xPop, saveFile=None, args=None, stepsize=0.1, sinc=2, sdec=2, pinc=2, pdec=2, pinitial=None, sinitial=None, xmin=None, xmax=None, maxiters=None, maxtime=None, abstol=1e-06, reltol=0.001, stalliters=None, stoppingfunc=None, randseed=None, label=None, maxFitness=None, verbose=2, **kwargs)[source]

Function for/to <short description of netpyne.batch.asd_parallel.asd>

Parameters:

  • function (<type>) – <Short description of function> Default: required

  • xPop (<type>) – <Short description of xPop> Default: required

  • saveFile (<None?>) – <Short description of saveFile> Default: None Options: <option> <description of option>

  • args (<None?>) – <Short description of args> Default: None Options: <option> <description of option>

  • stepsize (float) – <Short description of stepsize> Default: 0.1 Options: <option> <description of option>

  • sinc (int) – <Short description of sinc> Default: 2 Options: <option> <description of option>

  • sdec (int) – <Short description of sdec> Default: 2 Options: <option> <description of option>

  • pinc (int) – <Short description of pinc> Default: 2 Options: <option> <description of option>

  • pdec (int) – <Short description of pdec> Default: 2 Options: <option> <description of option>

  • pinitial (<None?>) – <Short description of pinitial> Default: None Options: <option> <description of option>

  • sinitial (<None?>) – <Short description of sinitial> Default: None Options: <option> <description of option>

  • xmin (<None?>) – <Short description of xmin> Default: None Options: <option> <description of option>

  • xmax (<None?>) – <Short description of xmax> Default: None Options: <option> <description of option>

  • maxiters (<None?>) – <Short description of maxiters> Default: None Options: <option> <description of option>

  • maxtime (<None?>) – <Short description of maxtime> Default: None Options: <option> <description of option>

  • abstol (float) – <Short description of abstol> Default: 1e-06 Options: <option> <description of option>

  • reltol (float) – <Short description of reltol> Default: 0.001 Options: <option> <description of option>

  • stalliters (<None?>) – <Short description of stalliters> Default: None Options: <option> <description of option>

  • stoppingfunc (<None?>) – <Short description of stoppingfunc> Default: None Options: <option> <description of option>

  • randseed (<None?>) – <Short description of randseed> Default: None Options: <option> <description of option>

  • label (<None?>) – <Short description of label> Default: None Options: <option> <description of option>

  • maxFitness (<None?>) – <Short description of maxFitness> Default: None Options: <option> <description of option>

  • verbose (int) – <Short description of verbose> Default: 2 Options: <option> <description of option>

  • kwargs (<type>) – <Short description of kwargs> Default: required

netpyne.batch.asd_parallel.asdOptim(batch, pc)[source]

Function for/to <short description of netpyne.batch.asd_parallel.asdOptim>

Parameters:

  • batch (<type>) – <Short description of batch> Default: required

  • pc (<type>) – <Short description of pc> Default: required