Code Review and Acceralation #1
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| self.similarity_matrix = similarity.cpu().numpy() | ||
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| # 确保对角线上是1.0（自己与自己的相似度） | ||
| np.fill_diagonal(self.similarity_matrix, 1.0) |
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The code uses 'np.fill_diagonal' but there is no corresponding import for numpy. Please add 'import numpy as np' at the top of the file.
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Actually we have added
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src/models/user_cf.py:88
- The code uses 'np' (numpy) but numpy is not imported. Please add 'import numpy as np' at the top of the file to avoid runtime errors.
self.similarity_matrix = np.zeros((n_users, n_users))
Benedict-Y
commented
Apr 5, 2025
| self.similarity_matrix = similarity.cpu().numpy() | ||
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| # 确保对角线上是1.0（自己与自己的相似度） | ||
| np.fill_diagonal(self.similarity_matrix, 1.0) |
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Actually we have added
later will upload the final report
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删除了一些main冗余的注释。然后改了SVD，加速运行。改了评估，加速运行，改了一些小的导入包的问题