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Update utils/data_processing.py
Browse files- utils/data_processing.py +11 -0
utils/data_processing.py
CHANGED
@@ -54,6 +54,17 @@ def get_data(dataset_name, different_new_nodes_between_val_and_test=False, rando
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graph_df = pd.read_csv('./data/ml_{}.csv'.format(dataset_name))
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edge_features = np.load('./data/ml_{}.npy'.format(dataset_name))
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node_features = np.load('./data/ml_{}_node.npy'.format(dataset_name))
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if randomize_features:
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node_features = np.random.rand(node_features.shape[0], node_features.shape[1])
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graph_df = pd.read_csv('./data/ml_{}.csv'.format(dataset_name))
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edge_features = np.load('./data/ml_{}.npy'.format(dataset_name))
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node_features = np.load('./data/ml_{}_node.npy'.format(dataset_name))
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#ASHUTOSH
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graph_df = graph_df.rename(columns={
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'user_id': 'u',
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'item_id': 'i',
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'ts': 'ts',
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'state_label': 'label',
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# You can drop or handle the features column separately if needed
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})
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###################
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if randomize_features:
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node_features = np.random.rand(node_features.shape[0], node_features.shape[1])
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