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lines changed Original file line number Diff line number Diff line change @@ -103,7 +103,7 @@ file:
103103
104104 **NOTE: ** the ``PYTHONHASHSEED `` (*e.g., * 42) is to ensure determinism.
105105
106- Create a Knowledge Graph object
106+ Create a Knowledge Graph Object
107107~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
108108
109109To create a Knowledge Graph object, you can initialize it in two ways.
@@ -127,7 +127,7 @@ To create a Knowledge Graph object, you can initialize it in two ways.
127127
128128 kg = KG(location = " https://dbpedia.org/sparql" , is_remote = True )
129129
130- Define walking strategies with their sampling strategy
130+ Define Walking Strategies With Their Sampling Strategy
131131~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
132132
133133All supported walking strategies can be found on the
@@ -154,7 +154,7 @@ other sampling strategies), the following code snippet can be used:
154154
155155 walkers = [RandomWalker(4 , 5 , UniformSampler())]
156156
157- Create embeddings
157+ Create Embeddings
158158~~~~~~~~~~~~~~~~~
159159
160160Finally, the creation of embeddings for a list of entities simply goes
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