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Update app.py
Browse files
app.py
CHANGED
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@@ -151,23 +151,23 @@ def process_and_alert(file):
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# Load comparison tables
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def load_metrics():
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return pd.read_csv("/
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def load_comparison():
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return pd.read_csv("/
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# Gradio UI
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with gr.Blocks(title="๐ Model Comparison Dashboard") as interface:
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with gr.Tab("๐ Model Comparison"):
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gr.Markdown("## ๐ Actual vs Predicted")
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with gr.Row():
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gr.Image(value="
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gr.Image(value="
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with gr.Row():
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gr.Image(value="
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gr.Image(value="
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gr.Markdown("### ๐งฎ Data Distribution")
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gr.Image(value="
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gr.Markdown("### ๐ Model Metrics Table")
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gr.Dataframe(load_metrics, interactive=False)
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gr.Markdown("### ๐ Best and Worst Models Table")
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# Load comparison tables
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def load_metrics():
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return pd.read_csv("Data/Models_Metrices.csv")
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def load_comparison():
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return pd.read_csv("Data/model_comparison_20250419_0955.csv")
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# Gradio UI
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with gr.Blocks(title="๐ Model Comparison Dashboard") as interface:
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with gr.Tab("๐ Model Comparison"):
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gr.Markdown("## ๐ Actual vs Predicted")
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with gr.Row():
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gr.Image(value="Images/Liner_Regresion.png", label="Linear Regression")
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gr.Image(value="Images/DT.png", label="Decision Tree")
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with gr.Row():
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gr.Image(value="Images/Random_Forest.png", label="Random Forest")
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gr.Image(value="Images/LSTM.png", label="LSTM")
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gr.Markdown("### ๐งฎ Data Distribution")
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gr.Image(value="Images/Data_Dis.png", label="Data Distribution")
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gr.Markdown("### ๐ Model Metrics Table")
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gr.Dataframe(load_metrics, interactive=False)
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gr.Markdown("### ๐ Best and Worst Models Table")
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