typo in recsys
Browse files- recommender_system.py +3 -4
recommender_system.py
CHANGED
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@@ -7,7 +7,6 @@ from sklearn.manifold import TSNE
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from os import cpu_count
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import numpy as np
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import time
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import random
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from utils import load_and_preprocess_data
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@@ -30,8 +29,8 @@ SIDEBAR_DESCRIPTION = """
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## What is it?
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A recommender system is a tool that suggests something new to a particular
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user that she/he might be
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the number of items
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## How does it work?
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A recommender system internally finds similar users and similar items,
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@@ -44,7 +43,7 @@ already bought. If they are new and similar, the model suggests them.
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## How we prepare the data
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For each user, we compute the quantity purchased for every single item.
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This will be the metric the value considered by the
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the similarity. The item that a user has never bought will
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be left at zero. These zeros will be the subject of the recommendation.
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""".lstrip()
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from os import cpu_count
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import numpy as np
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import time
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from utils import load_and_preprocess_data
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## What is it?
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A recommender system is a tool that suggests something new to a particular
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user that she/he might be interested in. It becomes useful when
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the number of items a user can choose from is high.
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## How does it work?
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A recommender system internally finds similar users and similar items,
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## How we prepare the data
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For each user, we compute the quantity purchased for every single item.
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This will be the metric the value considered by the model to compute
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the similarity. The item that a user has never bought will
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be left at zero. These zeros will be the subject of the recommendation.
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""".lstrip()
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