diff --git a/viscy/data/tarrow.py b/viscy/data/tarrow.py index f554544a..df443581 100644 --- a/viscy/data/tarrow.py +++ b/viscy/data/tarrow.py @@ -1,10 +1,11 @@ from pathlib import Path + import numpy as np +import torch from iohub.ngff import Position, open_ome_zarr from lightning.pytorch import LightningDataModule from tarrow.data.tarrow_dataset import TarrowDataset -from torch.utils.data import DataLoader, ConcatDataset -import torch +from torch.utils.data import DataLoader class TarrowDataModule(LightningDataModule): diff --git a/viscy/representation/timearrow.py b/viscy/representation/timearrow.py index 05c056ae..6333a307 100644 --- a/viscy/representation/timearrow.py +++ b/viscy/representation/timearrow.py @@ -1,13 +1,13 @@ import torch import torch.nn as nn +import torchvision from lightning.pytorch import LightningModule +from lightning.pytorch.callbacks import Callback from tarrow.models import TimeArrowNet from tarrow.models.losses import DecorrelationLoss from torch.optim import Adam from torch.optim.lr_scheduler import CyclicLR, ReduceLROnPlateau -from lightning.pytorch.callbacks import Callback from torch.utils.data import DataLoader -import torchvision class TarrowModule(LightningModule):