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  1. Neural Networks in Trading: Transformer with Relative Encoding

    by , 05-30-2025 at 07:33 AM
    Price forecasting and market trend prediction are central tasks for successful trading and risk management. High-quality price movement forecasts enable traders to make timely decisions and avoid financial losses. However, in highly volatile markets, traditional machine learning models may be limited in their capabilities.
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  2. Finding custom currency pair patterns in Python using MetaTrader 5

    by , 05-10-2025 at 06:36 AM
    The idea was to study a lot of historical data using an algorithm that would find repeating patterns and evaluate their performance. Sounds interesting? In reality, the implementation turned out to be not so simple.
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  3. High frequency arbitrage trading system in Python using MetaTrader 5

    by , 05-09-2025 at 01:50 PM
    Let's sum it up. We have created a system that looks for arbitrage opportunities. Remember that the system does not solve all your financial problems.

    We have sorted out backtesting. It works with time-based data, and even better, it allows us to see how our system would have worked in the past.
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