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gain.rolling(period).mean() avg_loss = abs(loss.rolling(period).mean()) rs = avg_gain / avg_loss rsi = 100.0 - (100.0 / (1.0 + rs)) return rsi # Calculate MACD def macd(close, fast_period=12, slow_period=26, signal_period=9): fast_ema = close.ewm(span=fast_period, adjust=False).mean() slow_ema =