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  1. Building MQL5-Like Trade Classes in Python for MetaTrader 5

    by , Yesterday at 07:43 AM
    Building algorithmic trading systems in the MQL5 programming language has been made easier with Standard Libraries that come preloaded in MetaEditor. These modules (libraries) come with functions and variables that simplify the process of opening, validating, closing the trades, etc.

    Without these dependencies, it becomes harder to write even a simple program, such as making a simple script for opening a buy position (trade).
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  2. Big Gains/Risk Strategy vs Valuable Strategy For Life

    by , 05-30-2025 at 04:37 PM


    From the panic selling last week, the markets went through a washout low (as expected) and are now climbing higher.

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  3. 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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  4. Overcoming The Limitation of Machine Learning (Part 1): Lack of Interoperable Metrics

    by , 05-28-2025 at 07:18 AM
    In our related series of articles, like Self-Optimizing Expert Advisors, we discussed an unsettling truth: even when you follow all the “best practices” in algorithmic trading development, things can still go horribly wrong. Briefly, we observed that practitioners using the RSI according to its standardized rules, may wait several months without the indicator generating any of the expected results. Resulting in trading accounts that are exposed to more market risk than what was intended.
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  5. Morgan Wallen - Third Album to Debut at Top of Albums Chart With ‘I’m the Problem’

    by , 05-28-2025 at 06:23 AM


    I’m the Problem is Wallen’s third Number One-debuting album, following 2023’s One Thing at a Time and 2021’s Dangerous: The Double Album. Both of those albums appear in the Top 20, with One Thing at a Time at Number Four and Dangerous slipping a spot to Number 12 in this ...
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