def convert_activation(node, **kwargs):
    """Map MXNet's Activation operator attributes to onnx's Tanh/Relu operator
    and return the created node.
    """
    name, input_nodes, attrs = get_inputs(node, kwargs)

    act_type = attrs["act_type"]

    # Creating a dictionary here, but if this titlecase pattern
    # mxnet_name.title()
    act_types = {
        "tanh": "Tanh",
        "relu": "Relu",
        "sigmoid": "Sigmoid",
        "softrelu": "Softplus",
        "softsign": "Softsign"
    }

    act_name = act_types.get(act_type)
    if act_name:
        node = onnx.helper.make_node(
            act_name,
            input_nodes,
            [name],
            name=name
        )
    else:
        raise AttributeError(
            "Activation %s not implemented or recognized in the converter" % act_type
        )

    return [node]
Map MXNet's Activation operator attributes to onnx's Tanh/Relu operator
    and return the created node.