Update app.py
Browse files
app.py
CHANGED
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@@ -184,15 +184,18 @@ def compare_models():
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return results_df
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def train_model(_):
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X_train, X_test, y_train, y_test = prepare_data()
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def objective(trial):
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params = {
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"n_estimators": trial.suggest_int("n_estimators", 50, 200),
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@@ -236,7 +239,6 @@ def train_model(_):
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return {}, pd.DataFrame()
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def explainability(_):
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import warnings
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warnings.filterwarnings("ignore")
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return results_df
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def train_model(_):
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try:
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wandb.login(key=os.environ.get("WANDB_API_KEY"))
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run_counter = 1
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wandb_run = wandb.init(
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project="huggingface-data-analysis",
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name=f"Optuna_Run_{run_counter}",
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reinit=True
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)
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run_counter += 1
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X_train, X_test, y_train, y_test = prepare_data()
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def objective(trial):
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params = {
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"n_estimators": trial.suggest_int("n_estimators", 50, 200),
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return {}, pd.DataFrame()
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def explainability(_):
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import warnings
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warnings.filterwarnings("ignore")
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