From c62759934f204a29156443f86c42e6cb5c0afe4f Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Franz=20Kir=C3=A1ly?= Date: Thu, 26 Dec 2024 08:51:43 +0100 Subject: [PATCH] isort --- pytorch_forecasting/data/encoders.py | 4 ++-- pytorch_forecasting/data/timeseries.py | 2 +- pytorch_forecasting/models/mlp/_decodermlp.py | 2 +- pytorch_forecasting/models/nn/embeddings.py | 2 +- pytorch_forecasting/models/rnn/_rnn.py | 2 +- .../models/temporal_fusion_transformer/_tft.py | 2 +- .../models/temporal_fusion_transformer/sub_modules.py | 2 +- 7 files changed, 8 insertions(+), 8 deletions(-) diff --git a/pytorch_forecasting/data/encoders.py b/pytorch_forecasting/data/encoders.py index e60647a0..562ad66e 100644 --- a/pytorch_forecasting/data/encoders.py +++ b/pytorch_forecasting/data/encoders.py @@ -2,12 +2,12 @@ Encoders for encoding categorical variables and scaling continuous data. """ -from typing import Any, Callable, Dict, Iterable, List, Tuple, Union, Optional +from copy import deepcopy +from typing import Any, Callable, Dict, Iterable, List, Optional, Tuple, Union import warnings import numpy as np import pandas as pd -from copy import deepcopy from sklearn.base import BaseEstimator, TransformerMixin import torch from torch.distributions import constraints diff --git a/pytorch_forecasting/data/timeseries.py b/pytorch_forecasting/data/timeseries.py index 19b3e105..c13fb0ac 100644 --- a/pytorch_forecasting/data/timeseries.py +++ b/pytorch_forecasting/data/timeseries.py @@ -8,7 +8,7 @@ from copy import copy as _copy, deepcopy from functools import lru_cache import inspect -from typing import Any, Callable, Dict, List, Tuple, Union, Optional +from typing import Any, Callable, Dict, List, Optional, Tuple, Union import warnings import numpy as np diff --git a/pytorch_forecasting/models/mlp/_decodermlp.py b/pytorch_forecasting/models/mlp/_decodermlp.py index 9e3c1399..4f9dfa5d 100644 --- a/pytorch_forecasting/models/mlp/_decodermlp.py +++ b/pytorch_forecasting/models/mlp/_decodermlp.py @@ -2,7 +2,7 @@ Simple models based on fully connected networks """ -from typing import Dict, List, Tuple, Union, Optional +from typing import Dict, List, Optional, Tuple, Union import numpy as np import torch diff --git a/pytorch_forecasting/models/nn/embeddings.py b/pytorch_forecasting/models/nn/embeddings.py index 3a36c9a5..a5ecbf93 100644 --- a/pytorch_forecasting/models/nn/embeddings.py +++ b/pytorch_forecasting/models/nn/embeddings.py @@ -1,4 +1,4 @@ -from typing import Dict, List, Tuple, Union, Optional +from typing import Dict, List, Optional, Tuple, Union import torch import torch.nn as nn diff --git a/pytorch_forecasting/models/rnn/_rnn.py b/pytorch_forecasting/models/rnn/_rnn.py index f1414d16..a3f02629 100644 --- a/pytorch_forecasting/models/rnn/_rnn.py +++ b/pytorch_forecasting/models/rnn/_rnn.py @@ -3,7 +3,7 @@ """ from copy import copy -from typing import Dict, List, Tuple, Union, Optional +from typing import Dict, List, Optional, Tuple, Union import numpy as np import torch diff --git a/pytorch_forecasting/models/temporal_fusion_transformer/_tft.py b/pytorch_forecasting/models/temporal_fusion_transformer/_tft.py index e8b25049..75f4d552 100644 --- a/pytorch_forecasting/models/temporal_fusion_transformer/_tft.py +++ b/pytorch_forecasting/models/temporal_fusion_transformer/_tft.py @@ -3,7 +3,7 @@ """ from copy import copy -from typing import Dict, List, Tuple, Union, Optional +from typing import Dict, List, Optional, Tuple, Union import numpy as np import torch diff --git a/pytorch_forecasting/models/temporal_fusion_transformer/sub_modules.py b/pytorch_forecasting/models/temporal_fusion_transformer/sub_modules.py index 90795ec5..7ad55b11 100644 --- a/pytorch_forecasting/models/temporal_fusion_transformer/sub_modules.py +++ b/pytorch_forecasting/models/temporal_fusion_transformer/sub_modules.py @@ -2,9 +2,9 @@ Implementation of ``nn.Modules`` for temporal fusion transformer. """ +from copy import deepcopy import math from typing import Dict, Tuple -from copy import deepcopy import torch import torch.nn as nn