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  1. Can AI Find Your Next Obsession?

    by , 04-06-2026 at 10:43 AM
    When you're finished with work and you need something to do, where do you turn your attention? Some folks build models, others do some coloring. Some relax and watch TV. But if you're looking for something to pour your free time and attention into, it can be difficult to settle on one thing, or even multiple.

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  2. Neural Networks in Trading: Memory Augmented Context-Aware Learning (MacroHFT) for Cryptocurrency Markets

    by , 11-11-2025 at 07:45 AM
    Financial markets attract a vast number of investors due to their broad accessibility and potential for high profitability. Among all available asset classes, cryptocurrencies stand out for their exceptional volatility, which creates unique opportunities for generating substantial profits over short time periods. An additional advantage is their 24/7 trading cycle, allowing traders to capture market changes at different times. However, this same volatility presents not only opportunities
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  3. Price Action Analysis Toolkit Development (Part 28): Opening Range Breakout Tool

    by , 06-23-2025 at 03:36 AM
    The Opening Range Breakout (ORB) strategy addresses this by first capturing the upper and lower limits of that opening interval (configurable to any duration) and shading the range on the chart as a rectangle. These bounds serve both as visual landmarks and precise trigger levels. Only when price breaks beyond the rectangle, revisits that boundary, and breaks out again does the strategy confirm entry, filtering out noise and isolating moves driven by actual market conviction.
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  4. Building A Candlestick Trend Constraint Model (Part 9): Multiple Strategies Expert Advisor (I)

    by , 04-14-2025 at 04:33 PM
    From the beginning of this article series, our emphasis has been on aligning our experts with the prevailing sentiment of the daily (D1) candles. The shape of the daily candle has served as the primary guiding feature. However, we needed to scale down to lower timeframes to identify entry levels within the D1 market. For example, at the M1 timeframe, we wanted the market to reach extreme levels on the Relative Strength Index (RSI) to signal potential trades for the Expert Advisor. At this
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  5. Pattern Recognition Using Dynamic Time Warping in MQL5

    by , 02-23-2025 at 05:30 AM
    Pattern recognition has always been a valuable tool for traders. Whether it's identifying unique combinations of candlesticks or drawing imaginary lines on a chart, these patterns have become an integral part of technical analysis. Humans have always excelled at finding and recognizing patterns—so much so that it is often said we sometimes see patterns where there are none. Therefore, it would benefit us to apply more objective techniques when identifying potentially profitable patterns in
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