Revision 6992ce8ed09c8bdad11f22fcf171f8cb8a38106e authored by Lorenzo Stella on 27 September 2019, 11:58:17 UTC, committed by GitHub on 27 September 2019, 11:58:17 UTC
1 parent ad76eef
bijection_output.py
# Copyright 2018 Amazon.com, Inc. or its affiliates. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License").
# You may not use this file except in compliance with the License.
# A copy of the License is located at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# or in the "license" file accompanying this file. This file is distributed
# on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either
# express or implied. See the License for the specific language governing
# permissions and limitations under the License.
# Standard library imports
from typing import Tuple
# First-party imports
from gluonts.core.component import validated
from gluonts.distribution.bijection import Bijection
from gluonts.distribution.distribution_output import Output
from gluonts.model.common import Tensor
class BijectionOutput(Output):
"""
Class to connect a network to a bijection
"""
bij_cls: type
@validated()
def __init__(self) -> None:
pass
def domain_map(self, F, *args: Tensor):
raise NotImplementedError()
def bijection(self, bij_args: Tensor) -> Bijection:
return self.bij_cls(*bij_args)
@property
def event_shape(self) -> Tuple:
raise NotImplementedError()
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