Elliott Wave Python Code Apr 2026

return { 'pattern': pattern_type, 'waves': waves, 'valid': impulse_ok or corrective_ok, 'fibonacci_levels': fibs, 'swing_points': swings_df } Example usage & visualization ------------------------------- if name == " main ": import matplotlib.pyplot as plt

price_series = np.concatenate([wave1[:100], wave2[100:200], wave3[200:300], wave4[300:400], wave5[400:500]]) elliott wave python code

print("=== Elliott Wave Analysis ===") print(f"Pattern detected: {result['pattern']}") print(f"Valid structure: {result['valid']}") if result['fibonacci_levels']: print(f"Fibonacci projections: {result['fibonacci_levels']}") return { 'pattern': pattern_type

def detect_elliott_waves(self, prices: np.ndarray) -> Dict: """ Main function: returns detected wave structure and validation. """ swings_df = self.find_swing_points(prices) waves = self.label_swing_waves(swings_df) 'valid': impulse_ok or corrective_ok

def label_swing_waves(self, swings_df: pd.DataFrame) -> List[Dict]: """ Convert alternating swing points into wave segments. Returns list of waves with direction, length, and ratio info. """ if len(swings_df) < 2: return []

detector = ElliottWaveDetector(swing_window=8) result = detector.detect_elliott_waves(price_series)