Source code for botorch.utils.containers

#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates.
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.

Containers to standardize inputs into models and acquisition functions.

from typing import NamedTuple, Optional

from torch import Tensor

[docs]class TrainingData(NamedTuple): r"""Standardized struct of model training data for a single outcome.""" X: Tensor Y: Tensor Yvar: Optional[Tensor] = None