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Update app.py
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app.py
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@@ -43,7 +43,7 @@ def clean_text(text):
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# Load and preprocess Reddit Mental Health Dataset
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def load_reddit_data(file_path, sample_size=100):
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df = pd.read_csv(file_path, sep=",", encoding="utf-8",
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df.columns = df.columns.str.strip() # Remove extra spaces from column names
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print("Columns in dataset:", df.columns) # Debugging check
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@@ -106,6 +106,7 @@ def evaluate_models(dataset_path):
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DATASET_PATH = "https://huggingface.co/spaces/DrSyedFaizan/mindBERTevaluation/blob/main/rmhd.csv"
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df_results = evaluate_models(DATASET_PATH)
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# Initialize leaderboard with custom columns
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def init_leaderboard(dataframe):
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if dataframe is None or dataframe.empty:
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# Load and preprocess Reddit Mental Health Dataset
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def load_reddit_data(file_path, sample_size=100):
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df = pd.read_csv(file_path, sep=",", encoding="utf-8", quotechar='"', on_bad_lines="skip", engine="python")
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df.columns = df.columns.str.strip() # Remove extra spaces from column names
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print("Columns in dataset:", df.columns) # Debugging check
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DATASET_PATH = "https://huggingface.co/spaces/DrSyedFaizan/mindBERTevaluation/blob/main/rmhd.csv"
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df_results = evaluate_models(DATASET_PATH)
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# Initialize leaderboard with custom columns
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def init_leaderboard(dataframe):
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if dataframe is None or dataframe.empty:
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