diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000..ba0430d
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1 @@
+__pycache__/
\ No newline at end of file
diff --git a/requirements.txt b/requirements.txt
index 2b00a8e..5c49a36 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -9,5 +9,8 @@ numpy>=1.16.0,<2.0
 Pillow==5.3.0
 seaborn
 scipy
-tensorflow-gpu==1.15.2
+tensorflow-gpu==1.15
 tqdm
+lmbd
+requests
+libml
diff --git a/scripts/create_datasets.py b/scripts/create_datasets.py
index ad1ea32..3190d0c 100755
--- a/scripts/create_datasets.py
+++ b/scripts/create_datasets.py
@@ -202,7 +202,7 @@ def download(url, filename):
 def _load_lsun(category):
     data = {}
     for subset in ('train', 'val'):
-        url = 'http://lsun.cs.princeton.edu/htbin/download.cgi?tag=latest&category=%s&set=%s' % (category, subset)
+        url = 'http://dl.yf.io/lsun/scenes/{category}_{subset}_lmdb.zip'.format(**locals())
         with tempfile.NamedTemporaryFile(delete=False) as f:
             download(url, f.name)
             data[subset] = f.name