pavanmutha commited on
Commit
8247053
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verified ·
1 Parent(s): 0f6d44a

Update app.py

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Files changed (1) hide show
  1. app.py +10 -8
app.py CHANGED
@@ -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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- wandb.login(key=os.environ.get("WANDB_API_KEY"))
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- run_counter = 1
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- # Then when initializing
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- wandb_run = wandb.init(project="huggingface-data-analysis", name=f"Optuna_Run_{run_counter}", reinit=True)
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- run_counter += 1
 
 
 
 
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-
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  X_train, X_test, y_train, y_test = prepare_data()
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-
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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),
@@ -236,7 +239,6 @@ def train_model(_):
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  return {}, pd.DataFrame()
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-
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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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+
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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")