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pvnet/__init__.py

@@ -1,2 +1,3 @@
 """PVNet"""
+
 __version__ = "2.6.10"

pvnet/callbacks.py

@@ -1,5 +1,6 @@
 """Custom callbacks
 """
+
 from lightning.pytorch import Trainer
 from lightning.pytorch.callbacks import BaseFinetuning, EarlyStopping, LearningRateFinder
 from lightning.pytorch.trainer.states import TrainerFn

pvnet/data/__init__.py

@@ -1,2 +1,3 @@
 """Data parts"""
+
 from .utils import BatchSplitter

pvnet/data/datamodule.py

@@ -1,4 +1,5 @@
 """ Data module for pytorch lightning """
+
 from datetime import datetime
 
 import torch

pvnet/data/utils.py

@@ -1,4 +1,5 @@
 """Utils common between Wind and PV datamodules"""
+
 import numpy as np
 import torch
 from ocf_datapipes.batch import BatchKey, unstack_np_batch_into_examples

pvnet/data/wind_datamodule.py

@@ -1,4 +1,5 @@
 """ Data module for pytorch lightning """
+
 import glob
 from datetime import datetime
 

pvnet/models/base_model.py

@@ -1,4 +1,5 @@
 """Base model for all PVNet submodels"""
+
 import json
 import logging
 import os

pvnet/models/baseline/single_value.py

@@ -1,4 +1,5 @@
 """Average value model"""
+
 import torch
 from ocf_datapipes.batch import BatchKey
 from torch import nn

pvnet/models/multimodal/encoders/basic_blocks.py

@@ -1,4 +1,5 @@
 """Basic blocks for image sequence encoders"""
+
 from abc import ABCMeta, abstractmethod
 
 import torch

pvnet/models/multimodal/encoders/encoders3d.py

@@ -1,5 +1,6 @@
 """Encoder modules for the satellite/NWP data based on 3D concolutions.
 """
+
 import torch
 from torch import nn
 from torchvision.transforms import CenterCrop

pvnet/models/multimodal/linear_networks/basic_blocks.py

@@ -1,4 +1,5 @@
 """Basic blocks for the lienar networks"""
+
 from abc import ABCMeta, abstractmethod
 from collections import OrderedDict
 

pvnet/models/multimodal/linear_networks/networks.py

@@ -1,4 +1,5 @@
 """Linear networks used for the fusion model"""
+
 from torch import nn
 
 from pvnet.models.multimodal.linear_networks.basic_blocks import (

pvnet/models/multimodal/nwp_weighting.py

@@ -1,4 +1,5 @@
 """Architecture for simple learned weighted average of the downwards short wave radiation flux"""
+
 from typing import Optional
 
 import torch

pvnet/models/multimodal/site_encoders/basic_blocks.py

@@ -1,4 +1,5 @@
 """Basic blocks for PV-site encoders"""
+
 from abc import ABCMeta, abstractmethod
 
 from torch import nn

pvnet/models/multimodal/weather_residual.py

@@ -1,4 +1,5 @@
 """Model architecture where preidction is split into climateology and weather residual"""
+
 from collections import OrderedDict
 from typing import Optional
 

pvnet/training.py

@@ -1,4 +1,5 @@
 """Training"""
+
 import os
 import shutil
 from typing import Optional

pvnet/utils.py

@@ -1,4 +1,5 @@
 """Utils"""
+
 import logging
 import os
 import warnings

scripts/checkpoint_to_huggingface.py

@@ -5,6 +5,7 @@
     --local-path="~/tmp/this_model" \
     --no-push-to-hub
 """
+
 import glob
 import os
 import tempfile

scripts/save_batches.py

@@ -15,6 +15,7 @@
 ```
 
 """
+
 import logging
 import os
 import shutil

setup.py

@@ -1,4 +1,5 @@
 """ Usual setup file for package """
+
 # read the contents of your README file
 from pathlib import Path