Wednesday, December 25, 2024

AI Gen XII EA – My Buying and selling – 2 June 2024

Introducing the primary foreign exchange advisor utilizing AI with GPT-4o that truly applies it in buying and selling, not simply in phrases.

I would like to put in writing a bit extra element about what the GPT-4o mannequin contains.

GPT-4o: next-generation AI

The principle occasion of the day was the announcement of the brand new flagship mannequin GPT-4o. OpenAI CTO, Mira Murati, characterised GPT-4o as essentially the most highly effective and quickest mannequin out there. Not like its predecessors, the brand new mannequin combines all of the superior options of GPT-4 with a shocking enchancment in pace and efficiency. 

GPT-4o shouldn’t be solely essentially the most environment friendly mannequin, but in addition the neatest. The graph under reveals the experimental outcomes of the mannequin on textual content benchmarks.

AI GEN XII EA handed the checks with state-of-the-art neural community and AI strategies. Intensive experiments on a number of real-world datasets present that the ATFNet platform outperforms state-of-the-art strategies for long-term time sequence forecasting. Makes use of buying and selling on a wide range of brokers, together with well-known brokers, and doesn’t use harmful buying and selling strategies. Consists of essentially the most fashionable improvement of OpenAI GPT-4o. 

AI GEN XII EA MT5 Appropriate for PROP FIRMS 

AI GEN XII EA MT4 Appropriate for PROP FIRMS 

Actual Time Sign

AI GEN XII EA

Experimental results of the model on text-based benchmarks.

New options and superior features:

GPT-4o additionally helps working with APIs, which can function a robust instrument for builders to create new AI functions with most effectivity. OpenAI have additionally made vital enhancements to safety and information safety, with a concentrate on stopping the potential for abuse of recent options.Qualitative enhancements in textual content and picture dealing with, assist for 50 languages, new information evaluation and real-time search features – all this makes GPT-4o an indispensable instrument for customers world wide.

GPT-4o

Additionally AI GEN XII EA makes use of ATFNet: Adaptive Time-Frequency Rework Community for long-term time sequence forecasting.

ATFNet is a cutting-edge deep studying mannequin designed to excel in long-term time sequence forecasting by successfully combining time and frequency area modules. This revolutionary mannequin, developed by Reza Yazdanfar, introduces a novel weighting mechanism that adjusts weights primarily based on periodicity, enhances the Discrete Fourier Rework, and incorporates a Advanced-valued Spectrum Consideration mechanism for intricate relationship discernment. ATFNet goals to outperform present strategies in long-term time sequence forecasting by addressing the problem of coping with the blending of distinct periodic properties in real-world time sequence information.

ATFNet method visualization

ATFNet, as a mannequin using the Superior Discrete Fourier Rework, affords a number of benefits in Foreign currency trading:

  1. Complete Evaluation of Time Sequence Knowledge: ATFNet can analyze time sequence information extra comprehensively, contemplating the frequency properties of enter information. This permits for extra correct modeling and forecasting of market actions.
  2. Improved Forecasting Accuracy: By utilizing the Superior Discrete Fourier Rework, ATFNet excels in modeling and forecasting market actions, enhancing the accuracy of predictions and buying and selling effectivity.
  3. Versatility: ATFNet can be utilized for varied duties akin to forecasting market actions, pattern detection, and producing buying and selling indicators.
  4. Sooner Response Velocity: ATFNet can react to market adjustments extra swiftly, enabling merchants to reply promptly to market fluctuations and obtain greater earnings.
  5. Enhanced Noise Resistance: ATFNet can higher stand up to noise in market information, enhancing the mannequin’s stability in opposition to uncertainty and resulting in extra exact forecasts.
  6. Multi-Technique Buying and selling: ATFNet may be utilized for buying and selling on a number of methods concurrently, permitting merchants to diversify their portfolio and improve earnings.
  7. Alignment of Backtesting and Actual Buying and selling: ATFNet ensures alignment between backtesting outcomes and reside buying and selling, enabling merchants to evaluate the effectiveness of their methods and obtain greater returns.

Intensive experiments on a number of real-world datasets present that our ATFNet platform outperforms state-of-the-art strategies for long-term time sequence forecasting.

TEST

CHART

Conclusion:

AI GEN XII EA handed the checks 

with state-of-the-art neural community and AI strategies. Intensive experiments on a number of real-world datasets present that the ATFNet platform outperforms state-of-the-art strategies for long-term time sequence forecasting. Makes use of buying and selling on a wide range of brokers, together with well-known brokers, and doesn’t use harmful buying and selling strategies. Consists of essentially the most fashionable improvement of OpenAI GPT-4o. 

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