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Update app.py
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app.py
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@@ -1,4 +1,4 @@
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-
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# app.py - PARÇA 1/5
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# ========================================================================
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# İmport ve OKX REST API Client
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@@ -115,7 +115,6 @@ class OKXClient:
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except Exception as e:
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print(f"Error fetching ticker: {str(e)}")
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return None
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-
python
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# app.py - PARÇA 2/5
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# ========================================================================
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# Feature Engineering Module
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@@ -236,7 +235,7 @@ class FeatureEngineer:
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return df
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# app.py - PARÇA 3/5
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# ========================================================================
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# Ensemble Model
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@@ -418,7 +417,7 @@ class EnsemblePredictor:
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}
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return metrics, ensemble_pred
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# app.py - PARÇA 4/5
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# ========================================================================
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# Visualization ve Main Pipeline
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@@ -633,7 +632,7 @@ class BTCPredictionPipeline:
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predictions = [pred[0] * (1 + np.random.normal(0, 0.005)) for _ in range(n_steps)]
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return future_times, predictions
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# app.py - PARÇA 5/5
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# ========================================================================
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# Gradio Interface
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# app.py - PARÇA 1/5
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# ========================================================================
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# İmport ve OKX REST API Client
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except Exception as e:
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print(f"Error fetching ticker: {str(e)}")
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return None
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# app.py - PARÇA 2/5
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# ========================================================================
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# Feature Engineering Module
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return df
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+
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# app.py - PARÇA 3/5
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# ========================================================================
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# Ensemble Model
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}
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return metrics, ensemble_pred
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+
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# app.py - PARÇA 4/5
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# ========================================================================
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# Visualization ve Main Pipeline
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predictions = [pred[0] * (1 + np.random.normal(0, 0.005)) for _ in range(n_steps)]
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return future_times, predictions
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+
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# app.py - PARÇA 5/5
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# ========================================================================
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# Gradio Interface
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