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Upload app.py
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app.py
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@@ -1,4 +1,6 @@
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import os
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import pandas as pd
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import numpy as np
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@@ -110,7 +112,7 @@ def load_and_prepare_data():
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# Download data files from Hugging Face
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ratings = "BX-Book-Ratings.csv"
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books = "BX-Books.csv"
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dataset = preprocess_data(ratings, books)
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ratings = ratings[ratings['ISBN'].apply(is_valid_isbn)]
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dataset = dataset[dataset['ISBN'].apply(is_valid_isbn)]
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import os
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import re
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import pandas as pd
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import numpy as np
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# Download data files from Hugging Face
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ratings = "BX-Book-Ratings.csv"
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books = "BX-Books.csv"
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ratings, books = load_data(ratings, books)
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dataset = preprocess_data(ratings, books)
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ratings = ratings[ratings['ISBN'].apply(is_valid_isbn)]
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dataset = dataset[dataset['ISBN'].apply(is_valid_isbn)]
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