esn.py 文件源码

def __init__(self, x, g, reservoir, transient=0, sideTrack=False,
                 verbose=False, **kwargs):
        x = util.segmat(x)
        g = util.segmat(g)
        self.dtype = np.result_type(x.dtype, g.dtype)

        nIn = x.shape[2]
        nOut = g.shape[2]
        Regression.__init__(self, nIn, nOut)

        self.reservoir = reservoir
        self.transient = transient
        self.sideTrack = sideTrack

        self.verbose = verbose

        self.train(x, g, **kwargs)