lightning/pytorch_lightning/metrics/functional/f_beta.py

50 lines
1.5 KiB
Python

# Copyright The PyTorch Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License 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.
import torch
from torchmetrics.functional import f1 as _f1
from torchmetrics.functional import fbeta as _fbeta
from pytorch_lightning.utilities.deprecation import deprecated
@deprecated(target=_fbeta, ver_deprecate="1.3.0", ver_remove="1.5.0")
def fbeta(
preds: torch.Tensor,
target: torch.Tensor,
num_classes: int,
beta: float = 1.0,
threshold: float = 0.5,
average: str = "micro",
multilabel: bool = False
) -> torch.Tensor:
"""
.. deprecated::
Use :func:`torchmetrics.functional.accuracy`. Will be removed in v1.5.0.
"""
@deprecated(target=_f1, ver_deprecate="1.3.0", ver_remove="1.5.0")
def f1(
preds: torch.Tensor,
target: torch.Tensor,
num_classes: int,
threshold: float = 0.5,
average: str = "micro",
multilabel: bool = False
) -> torch.Tensor:
"""
.. deprecated::
Use :func:`torchmetrics.functional.f1`. Will be removed in v1.5.0.
"""