functions.py 文件源码

def sigmoid(x,returntype=LINALGMAXFLOAT):
    '''
    Soft-threshold function (rescaled hyperbolic tangent)
    More numerically stable version 
    '''
    return returntype(sexp(-np.logaddexp(ZERO128,-np.float128(x))))

# Sigmoid and derivatives