I was trying to migrate from python to C++ but it seems that the results are so different. I was using the same library which is talib in c++ int size = closePrices.size(); std::vector<double> macd(size), signal(size), hist(size); int outBegIdx, outNbElement; const int fastPeriod = 12; const int slowPeriod = 26; const int signalPeriod = 9; TA_RetCode retCode = TA_MACD(0, size - 1, closePrices.data(), fastPeriod, slowPeriod, signalPeriod, &outBegIdx, &outNbElement, macd.data(), signal.data(), hist.data()); and in python import pandas as pd import talib import numpy as np # Load your price data df = pd.read_csv("EURJPY.csv") # Calculate MACD macd, signal, hist = talib.MACD( df["close"], fastperiod=12, slowperiod=26, signalperiod=9 ) # Save to CSV pd.DataFrame({"MACD": macd, "Signal": signal, "Histogram": hist}).to_csv( "macd_results_python.csv" ) I'm pretty sure they are followed in https://ta-lib.org/ in the docs Continue reading...