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  1. Automating Trading Strategies with Parabolic SAR Trend Strategy in MQL5: Crafting an Effective Expert Advisor

    by , 04-03-2025 at 02:13 PM
    Algorithmic trading strategies have greatly revolutionized financial trading by allowing traders to quickly make informed decisions. This has helped to eliminate human error and emotional biases as the automated systems follow predetermined parameters in the fast-paced market environment. Therefore, in automated trading, there is consistency as the system uses the same logic to execute trades every time.

    It is a common practice to build and implement automated techniques using MetaTrader
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  2. Neural Networks in Trading: Hierarchical Vector Transformer (HiVT)

    by , 04-03-2025 at 06:40 AM
    The HiVT method begins by representing the road scene as a collection of vectorized elements. Based on this scene representation, the model hierarchically aggregates spatiotemporal information. The road scene consists of agents and map information. For structured scene representation, vectorized elements are first extracted, including trajectory segments of road agents and lane segments from map data.
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  3. MQL5 Wizard Techniques you should know (Part 34): Price-Embedding with an Unconventional RBM

    by , 03-30-2025 at 05:38 AM
    We continue these series that explore various trade setups and ideas thanks to MetaTrade-5’s rapid development and prototyping environment with the MQL5 wizard. These articles, in principle, seek to explore how else traders can set themselves apart from the pack by exploring ideas that may not be so common and could deliver an edge to the interested trader, depending on how he chooses to exploit them. So, we are into exploring here, not necessarily exploiting and the reason why an edge matters
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  4. From Basic to Intermediate: IF ELSE

    by , 03-28-2025 at 09:38 AM
    In the previous article, From Basic to Intermediate: Passing by Value or by Reference, we provided a practical and objective explanation of the concepts, risks, and precautions you should take when transferring data between different programs.

    Based on that discussion, as well as the content covered previously, we can now begin to explore more advanced topics. This is because, in programming itself, we do not work solely with mathematical expressions. Doing so would not only
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  5. Building a Keltner Channel Indicator with Custom Canvas Graphics in MQL5

    by , 03-26-2025 at 01:49 PM
    In this article, we build a custom Keltner Channel indicator with advanced canvas graphics in MetaQuotes Language 5 (MQL5). The Keltner Channel calculates dynamic support and resistance levels using Moving Average (MA) and Average True Range (ATR) indicators, helping traders spot trend directions and potential breakouts.
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