From dd7335014bc816c00c3531560bf430639368c0c7 Mon Sep 17 00:00:00 2001
From: Maxwell Cai <maxwell.cai@surfsara.nl>
Date: Tue, 7 Dec 2021 21:40:12 +0000
Subject: [PATCH] Update README.md

---
 README.md | 15 +++++++--------
 1 file changed, 7 insertions(+), 8 deletions(-)

diff --git a/README.md b/README.md
index 4f5f572..45e18c3 100644
--- a/README.md
+++ b/README.md
@@ -200,14 +200,14 @@ The application codes that constitute the UEABS are:
     <tr>
       <td>TensorFlow</td>
       <td></td>
+      <td>X</td>
+      <td>X</td>
+      <td>X</td>
       <td></td>
-      <td></td>
-      <td></td>
-      <td></td>
-      <td></td>
-      <td></td>
-      <td></td>
-      <td></td>
+      <td>X</td>
+      <td>X</td>
+      <td>X</td>
+      <td>TensorFlow is a popular open-source library for symbolic math and linear algebra, with particular optimisation for neural-networks-based machine learning workflow. Maintained by Google, it is widely used for research and production in both the academia and the industry.</td>
     </tr>
   </tbody>
 </table>
@@ -223,7 +223,6 @@ The application codes that constitute the UEABS are:
 - [PFARM](#pfarm)
 - [QCD](#qcd)
 - [Quantum Espresso](#espresso)
-- [SHOC](#shoc)
 - [SPECFEM3D](#specfem3d)
 - [TensorFlow](#tensorflow)
 
-- 
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