standardize module docstring

pina/model/block/__init__.py

@@ -1,6 +1,4 @@
-"""
-Module for the building blocks of the neural models.
-"""
+"""Module for the building blocks of the neural models."""
 
 __all__ = [
     "ContinuousConvBlock",

pina/model/block/convolution_2d.py

@@ -1,4 +1,4 @@
-"""Module for Continuous Convolution class"""
+"""Module for the Continuous Convolution class."""
 
 import torch
 from .convolution import BaseContinuousConv

pina/model/block/embedding.py

@@ -1,4 +1,4 @@
-"""Modules for the Embedding blocks."""
+"""Modules for the the Embedding blocks."""
 
 import torch
 from pina.utils import check_consistency

pina/model/block/fourier_block.py

@@ -1,6 +1,4 @@
-"""
-Module for the Fourier Neural Operator Block class.
-"""
+"""Module for the Fourier Neural Operator Block class."""
 
 import torch
 from torch import nn

pina/model/block/gno_block.py

@@ -1,6 +1,4 @@
-"""
-Module for the Graph Neural Operator Block class.
-"""
+"""Module for the Graph Neural Operator Block class."""
 
 import torch
 from torch_geometric.nn import MessagePassing

pina/model/block/integral.py

@@ -1,6 +1,4 @@
-"""
-Module to perform integration for continuous convolution.
-"""
+"""Module to perform integration for continuous convolution."""
 
 import torch
 

pina/model/block/residual.py

@@ -1,6 +1,4 @@
-"""
-Module for residual blocks and enhanced linear layers.
-"""
+"""Module for residual blocks and enhanced linear layers."""
 
 import torch
 from torch import nn

pina/model/block/spectral.py

@@ -1,6 +1,4 @@
-"""
-Module for spectral convolution blocks.
-"""
+"""Module for spectral convolution blocks."""
 
 import torch
 from torch import nn

pina/model/block/stride.py

@@ -1,6 +1,4 @@
-"""
-Module for the Stride class.
-"""
+"""Module for the Stride class."""
 
 import torch
 

pina/model/block/utils_convolution.py

@@ -1,6 +1,4 @@
-"""
-Module for utility functions for the convolutional layer.
-"""
+"""Module for utility functions for the convolutional layer."""
 
 import torch