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Forex Trading Diary #1 - Automated Forex Trading with the OANDA API Forex Trading Diary #1 - Automated Forex Trading with the OANDA API I previously mentioned in the QuantStart: 2014 In Review article that I would be spending some of 2015 writing about automated forex trading. Given that I myself usually carry out research in equities and futures markets, I thought it would be fun (and educational

Forecasting Financial Time Series - Part I Forecasting Financial Time Series - Part I Updated for Python 3.10, January 2023 In this series of articles we are going to create a statistically robust process for forecasting financial time series. These forecasts will form the basis for a group of automated trading strategies. The first article in the series will discuss the modelling approach and a g

Become Financially Independent Through Algorithmic Trading Learn systematic trading techniques to automate your trading, manage your risk and grow your account. Whether you are a complete beginner to quantitative finance or have been trading for years, QuantStart will help you achieve consistent profitability with algorithmic trading techniques. Learn More

Parallelising Python with Threading and Multiprocessing Parallelising Python with Threading and Multiprocessing One aspect of coding in Python that we have yet to discuss in any great detail is how to optimise the execution performance of our simulations. While NumPy, SciPy and pandas are extremely useful in this regard when considering vectorised code, we aren't able to use these tools effectivel