Function ortho_weight

code/lstm.py:132–135

(ndim)

def ortho_weight(ndim):
    W = numpy.random.randn(ndim, ndim)
    u, s, v = numpy.linalg.svd(W)
    return u.astype(config.floatX)


def param_init_lstm(options, params, prefix='lstm'):