Commit
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47dc6da
1
Parent(s):
5249148
Sync App files
Browse files- drug_app.py +18 -1
drug_app.py
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import gradio as gr
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import skops.io as sio
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def predict_drug(age, sex, blood_pressure, cholesterol, na_to_k_ratio):
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import gradio as gr
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import skops.io as sio
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import warnings
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from sklearn.exceptions import InconsistentVersionWarning
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# Suppress the version warnings
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warnings.filterwarnings("ignore", category=InconsistentVersionWarning)
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# Explicitly specify trusted types
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trusted_types = [
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"sklearn.pipeline.Pipeline",
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"sklearn.preprocessing.OneHotEncoder",
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"sklearn.preprocessing.StandardScaler",
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"sklearn.compose.ColumnTransformer",
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"sklearn.preprocessing.OrdinalEncoder",
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"sklearn.impute.SimpleImputer",
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"sklearn.tree.DecisionTreeClassifier",
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"sklearn.ensemble.RandomForestClassifier",
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"numpy.dtype",
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]
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pipe = sio.load("./Model/drug_pipeline.skops", trusted=trusted_types)
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def predict_drug(age, sex, blood_pressure, cholesterol, na_to_k_ratio):
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