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Update app.py
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app.py
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@@ -5,11 +5,16 @@ import torch
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import json
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import pickle
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from pytorch_tabular import TabularModel
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# Load model
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model = TabularModel.load_model("FTTransformerModel")
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# Load threshold
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with open("FTTransformerModel/threshold.json", "r") as f:
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threshold = json.load(f)["threshold"]
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import json
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import pickle
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from pytorch_tabular import TabularModel
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from sklearn.preprocessing import LabelEncoder
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# Load model
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model = TabularModel.load_model("FTTransformerModel")
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#Encoder
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dm = model.datamodule
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if hasattr(dm, "label_encoder") and isinstance(dm.label_encoder, LabelEncoder):
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dm.label_encoder = [dm.label_encoder]
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# Load threshold
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with open("FTTransformerModel/threshold.json", "r") as f:
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threshold = json.load(f)["threshold"]
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