From 5273d86ba18979c8d0a4495464bf59259b15b465 Mon Sep 17 00:00:00 2001
From: Fize Jacques <jacques.fize@cirad.fr>
Date: Tue, 5 Mar 2019 15:26:10 +0100
Subject: [PATCH] Change of DeepWalk Category

---
 README.md                        | 1 +
 gmatch4py/embedding/deepwalk.pyx | 2 +-
 2 files changed, 2 insertions(+), 1 deletion(-)

diff --git a/README.md b/README.md
index e4d2b23..63525a8 100644
--- a/README.md
+++ b/README.md
@@ -84,6 +84,7 @@ ged.set_attr_graph_used("theme","color") # Edge colors and node themes attribute
 
  * Graph Embedding
     * Graph2Vec [1]
+ * Node Embedding
     * DeepWalk [7]
  * Graph kernels
     * Random Walk Kernel (*debug needed*) [3]
diff --git a/gmatch4py/embedding/deepwalk.pyx b/gmatch4py/embedding/deepwalk.pyx
index 5e91f6f..321f108 100644
--- a/gmatch4py/embedding/deepwalk.pyx
+++ b/gmatch4py/embedding/deepwalk.pyx
@@ -136,7 +136,7 @@ cdef class DeepWalk(Base):
         keywords = {deep learning, latent representations, learning with partial labels, network classification, online learning, social networks},
     }
 
-    Orignal Code : https://github.com/phanein/deepwalk
+    Original Code : https://github.com/phanein/deepwalk
 
     Modified by : Jacques Fize
     """
-- 
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