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  1. Neural Networks in Trading: Unified Trajectory Generation Model (UniTraj)

    by , Yesterday at 09:59 AM
    The analysis of multi-agent behavior plays a crucial role in various domains, including finance, autonomous driving, and surveillance systems. Understanding agent actions requires solving several key tasks: object tracking, identification, trajectory modeling, and action recognition. Among these, trajectory modeling is particularly significant in the process of analyzing agent movements. Despite the complexities associated with environmental dynamics and subtle agent interactions, significant
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  2. Price Action Analysis Toolkit Development (Part 15): Introducing Quarters Theory (1) Quarters Drawer Script

    by , 03-17-2025 at 12:49 PM
    This article is the first part in our Quarters Theory. In this installment, we focus on constructing the quarters using our "quarters drawer" script. By automating the drawing of these crucial levels, we offer a practical starting point for visualizing key reversal and continuation zones. As we advance in this theory, we will develop even more robust tools to support signal generation and advanced market analysis.
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  3. Master MQL5 from beginner to pro (Part IV): About Arrays, Functions and Global Terminal Variables

    by , 03-05-2025 at 06:44 AM
    In this article I will cover three global topics:
    • Data arrays, which complete the main part about the data inside the program.
    • Global terminal variables, allowing the exchange of simple data between different MQL5 programs.
    • Some of the feature of functions and their interactions with variables.
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  4. China DeepSeek AI Kills USA Tech, NVDA and Chip Stocks

    by , 01-29-2025 at 06:29 AM


    The sharp selloff in tech stocks, including Nvidia (NVDA), this morning signals speculative capital rapidly retreating from high-growth tech plays and risky assets across the board.
    The trigger? Last week’s launch of DeepSeek, a new AI assistant developed by a Chinese startup, has soared to the top of app store download charts. Analysts are buzzing over its performance, noting it rivals ChatGPT ...
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  5. Developing a multi-currency Expert Advisor (Part 13): Automating the second stage — selection into groups

    by , 11-24-2024 at 05:35 AM
    Having been distracted a bit by the risk manager in the last article, let's get back to the main topic — test automation. In one of the previous articles, we outlined several stages that should be completed while optimizing and searching for the best parameters of the final EA. We have already implemented the first stage, at which we optimized the parameters of a single trading strategy instance. Its results were saved in the database.

    The next stage is a selection of good
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