diff --git a/README.md b/README.md
index 7e3808cac..c6dbc380c 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,6 @@
 This is a **[PyTorch](https://pytorch.org) Tutorial to Image Captioning**.
 
-This is the first in a series of tutorials I plan to write about _implementing_ cool models on your own with the amazing PyTorch library.
+This is the first in [a series of tutorials](https://github.com/sgrvinod/Deep-Tutorials-for-PyTorch) I plan to write about _implementing_ cool models on your own with the amazing PyTorch library.
 
 Basic knowledge of PyTorch, convolutional and recurrent neural networks is assumed.
 
diff --git a/datasets.py b/datasets.py
index 8ca079fd5..ec6a8d11f 100644
--- a/datasets.py
+++ b/datasets.py
@@ -12,7 +12,6 @@ class CaptionDataset(Dataset):
 
     def __init__(self, data_folder, data_name, split, transform=None):
         """
-
         :param data_folder: folder where data files are stored
         :param data_name: base name of processed datasets
         :param split: split, one of 'TRAIN', 'VAL', or 'TEST'