diff --git a/requirements.txt b/requirements.txt
index 607563fd9042d68805c2be238ba982d62ba28974..4b15cb8bb7f41ce2106df83728354cb107a3d482 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -49,11 +49,13 @@ PyYAML==5.3
 requests==2.23.0
 scipy==1.4.1
 seaborn==0.10.0
+--no-binary shapely Shapely==1.7.0
 Shapely==1.7.0
 six==1.11.0
 statsmodels==0.11.1
-tensorboard==1.12.2
-tensorflow==1.12.0
+tensorboard==1.13.1
+tensorflow-estimator==1.13.0
+tensorflow-gpu==1.13.1
 termcolor==1.1.0
 toolz==0.10.0
 urllib3==1.25.8