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Upload model_loader.py

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  1. model_loader.py +12 -0
model_loader.py ADDED
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+ from huggingface_hub import hf_hub_download
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+ import joblib
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+
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+ def load_model():
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+ # Download model file from Hugging Face Model Hub
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+ model_path = hf_hub_download(
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+ repo_id="labhara/predictive-maintenance-bestmodel",
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+ filename="GradientBoosting_model.pkl"
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+ )
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+ model = joblib.load(model_path)
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+ model.expected_features = list(model.feature_names_in_)
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+ return model