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RSI Intelligent

RSI Intelligent is a fully automated scalping robot that uses a very efficient Relative Strength Index (RSI) breakout strategy, Probabilistic analysis with (RSI). Most effective in the price Cumulative probability of a normal distribution that occupy the bulk of the market time. Transactions happen almost every day like Scalping follow trend.

A Forex robot using the Relative Strength Index (RSI) indicator combined with an artificial neural network would be an advanced automated trading system that utilizes the RSI indicator in combination with an artificial neural network to generate buy and sell signals in the foreign exchange market. The RSI indicator is used to determine overbought and oversold conditions of an asset, while the artificial neural network is trained to identify patterns and make predictions based on historical data.

The robot would be programmed to analyze the market data, the RSI indicator and other market indicators, and use that information as input for the neural network. The neural network would then make predictions about the market trends and generate trading signals, which would be confirmed by the RSI indicator. The robot would then execute trades based on the signals generated by the neural network, with the RSI indicator acting as a filter to ensure the trades are in line with market conditions.

The combination of the RSI indicator and the artificial neural network would enable the robot to respond quickly to changes in market conditions, while also providing a high level of accuracy in predictions and trades.


Recomend Pair: EURUSD,GBPUSD,USDJPY,AUDUSD,USDCAD,EURGBP,NZDUSD and etc.

🔥 Live Signal (Dec 2022 - Jun 2023): myfxbook.com/portfolio/nuclear-weapon/9761017 

(Jul 2023 - Now) https://www.mql5.com/en/signals/1991509

Recommendations

  • Needed 1:100 leverage as a minimum.
  • VPS is recommended.
  • Platform: Metatrader 5.
  • 1 Minute Timeframe.
  • Minimum Balance requirement: 20 USD for cent account or 2000 USD.
  • Backtest With Modeling OHLC.

Parameters

  • Magic_Number - Order magic number.
  • Slippage - permissible slippage (Points).
  • Initial_lot - initial lot.
  • Lot_miltiplier - lot multiplier for the following orders.
  • MaxSpread - maximum value of the current spread to open position (Points) .
  • TrailingStop_Virtual - Virtual Trailing stop (Points).
  • TrailingStep _Virtual - Virtual Trailing step (Points).
  • Risk - ratio of Account Balance to trade with position sizing.
  • Autolot - Enable autolot or not (include Parameter Risk).
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介绍     QuantumEmperor EA 是一款突破性的 MQL5 专家顾问,它正在改变您交易著名的 GBPUSD 货币对的方式!由拥有超过13年交易经验的经验丰富的交易者团队开发。 IMPORTANT! After the purchase please send me a private message to receive the installation manual and the setup instructions. ***购买量子皇帝EA即可免费获得量子星人、量子贸易EA或量子金皇!*** 详情请私讯 新的实时信号 V4:   单击此处 MT4版本:   点击这里 量子 EA 通道:       点击这里 *促销价:1199 美元。每购买 10 次,价格就会上涨 100 美元。最终售价 1999 美元 量子皇帝EA     采用独特的策略,将单个交易连续拆分为六个较小的交易。这意味着 EA 每次执行交易时,都会自动将其分为 6 个较小的头寸。 量子皇帝EA     因其处理亏损交易的出色方法而从其他专家顾问中脱颖而出。与传统
Aura White Edition MT5
Stanislav Tomilov
5 (30)
Aura White Edition is unique Expert Advisor that continues the Aura series of advisors. The Expert Advisor is based on the engine of Aura Black Expert Advisor , but with a number of changes and author's settings for currency pairs. Innovative methods of the programme's approach to trading, and promising performance results are possible thanks to the use of modern technologies and methods. Aura White Edition is a fully automated EA designed to trade currencies only. Working pairs EURUSD, GBPUSD,
Gold Trade Pro MT5
Profalgo Limited
4.8 (30)
推出促銷活動! 僅剩幾本,449 美元! 下一個價格: 599$ 最終售價:999$ 免費取得 1 個 EA(適用於 2 個交易帳號)-> 購買後聯絡我 Ultimate Combo Deal   ->   click here Live signal:   https://www.mql5.com/en/signals/2084890 Live Signal Set Prop Firm Set File JOIN PUBLIC GROUP:   Click here Gold Trade Pro 加入了黃金交易 EA 俱樂部,但有一個很大的區別:這是一種真正的交易策略。 “真實交易策略”是什麼意思? 您可能已經註意到,市場上幾乎所有黃金 EA 都是簡單的網格/鞅系統,當市場與初始倉位相反時,該系統會添加交易。  它們通常偽裝成“神經網絡/人工智能/機器學習”,但如果您對外彙和 EA 有一點經驗,您可以輕鬆地將它們識別為簡單的網格和鞅系統,這是非常危險的。 雖然這種類型的策略在回溯測試中可能看起來不錯(直線排列,甚至經常在測試中進行操縱以獲得更多銷售額),但它們總是無一例外地
X Code G
Shintaseftiana
4.17 (12)
ONLY 1 COPIES LEFT AT CURRENT PRICE! , NEXT PRICE  1199 USD,    SO COME ON HURRY UP !! Introducing eXecute-Code (X-CODE) EA - the ultimate Expert Advisor that's out of this world!, X-Code G EA base on Algorithm Levels of Trading.  Live Signal M5     |    Live Signal M1   |     Channel     |    MySetfile_1.3 I design X-Code G EA for XAUUSD/GOLD pair Why should you choose and use X-CODE EA in Trading? X-CODE EA will give you a pleasant trading experience because in X-CODE EA reliable algor
Dragon Multi EA MT5
Mansour Babasafary
4.49 (37)
77% discount for the next 10 buyers (original price $3000): 4 person left Get a 50% bonus by buying (or even renting) any of our products. After buying (or renting), send a message for more information. 3 experts in 1 expert Strategy based on price action Made specifically for the best forex currency pairs Can be used in the best time frame of the market at a very reasonable price This expert is basically 3 different experts. But we have combined these 3 experts in 1 expert so that you can
AI TradingVision GPX
Yu Mei Cheng
4.84 (49)
注意事项 EA 最多包含 6 个入场点,每次交易的手数为下单手数乘以 6,因此请注意不要使用过大的手数。 默认的手数计算方式不是资金百分比。我们的默认计算方式不受杠杆影响,能更精确地控制风险。 建议使用 1000 美元以上的资金以提高风险抗性。 同时使用多个货币对会有风险叠加的可能,请注意。 此为MT5版本。MT5版本能更好的模拟市场环境。建议使用。如需MT4版本,我们会在稍后一段时间发布。 请注意,交易涉及风险,理解并有效管理这些风险非常重要。 真实资金信号: 点击查看 实时信号: 点击查看 MT4版本: 转到MT4 EA即将提价,请有意向的朋友尽快购买。 运行推荐 推荐货币对: GBPUSD, USDCAD , AUDUSD, EURUSD, USDCHF 时间周期:M15 运行资金:建议 1000 美元以上 账户类型:无特殊要求,低点差效果更好 杠杆:无特殊要求 参数功能说明: 使用手册。
CyberVision EA
Eduard Nagayev
4.14 (22)
CyberVision EA is a technology I developed during my undergraduate studies. CyberVision EA is not just an advisor, it is a high-speed computing machine that can generate historical data. CyberVision EA is not just an EA, it is a high-speed computing machine that works with recurrent neural network (RNN) and generative adversarial network (GAN), and my EA also uses data quantization. Live Signal High:  https://www.mql5.com/ru/signals/2221931 Live Signal:  https://www.mql5.com/en/signals/2218278 C
Gold Garden MT5
Chen Jia Qi
5 (6)
深度学习重塑黄金交易,智能化助手如园丁般打理交易花园。"黄金花园"EA采用 深度学习智能技术,20年数据训练,大幅提升策略表现。有了它,交易更轻松智能,让我们携手开启智能化时代,将交易变成幸福花园。这将是专属你的Gold Garden Steward 。 MT4 版本: Gold Garden MT4 当前为起售优惠价699美元,达销售目标即涨价至999美元 目前有EA试用活动,购买后联系我们可获得“TrendMaster FX”或“AI TradingVision GPX”的使用权限。如需了解详情,请联系我们。 风险设置: 默认为中等风险,ea有多个风险设置,安全可控。谨慎的朋友可以从低风险值开始熟悉使用。 购买后: 用户手册: 点击查看手册 建议给我们发私信以获取最新注意事项或提示。 安全且稳定的EA: 我们的EA不使用网格或加倍策略。每个订单都有止损。采用小手数大波动策略,轻松应对新闻行情,尽可能减少账号的风险。安全且高效。 致力于持续改进: 我们致力于不断优化和增强我们的 EA,以提供最佳的交易体验。选择我们的专家顾问意味着您投资于一个拥有专门研究和开发支持的产
Bitcoin Robot MT5
Marzena Maria Szmit
5 (3)
The Bitcoin Robot MT5 is engineered to execute Bitcoin trades with unparalleled efficiency and precision . Developed by a team of experienced traders and developers, our Bitcoin Robot employs a sophisticated algorithmic approach (price action, trend as well as two personalized indicators) to analyze market and execute trades swiftly with M5 timeframe , ensuring that you never miss out on lucrative opportunities. No grid, no martingale, no hedging, EA only open one position at the same time. We'
One Gold MT5
Stanislav Tomilov
4.65 (17)
欢迎来到下一代金融投资的世界,使用我们基于MetaTrader平台的独特金融交易机器人!我们的专有技术代表了交易领域中先进数据分析计算平台的巅峰。One Gold EA是一种真正的智能算法,运行在超出人类交易员能力范围的水平上。它的独特方法基于神经扫描仪和人工智能高级技术在神经网络中的原理,EA能够以无与伦比的精度分析金市的历史和当前数据。 忘记复杂的手动策略和风险吧!One Gold交易机器人旨在帮助您增加潜在利润。不要错过在MetaTrader市场上尝试黄金交易的尖端解决方案的机会。这不仅仅是一个机器人,它代表着今天金融市场的未来!One Gold EA利用先进的数据分析方法,可以成为您在实现金融目标方面的可靠合作伙伴。尽管我们不能保证特定的回报,但我们相信我们的开发潜在带来了在金市中获得可观利润的机会。抓住这个机会,体验未来的好处吧! 在使用这个机器人时,我们已经利用了前沿的神经插件的强大功能,以增强其性能。通过整合这些最先进的神经插件,我们的交易机器人配备了一套强大的工具,以应对复杂的黄金交易世界。尽管我们不能保证特定的结果,但这些神经插件旨在增强机器人的性能并有望促进您的交易
Quantum StarMan
Bogdan Ion Puscasu
4.9 (71)
大家好,我先自我介绍一下: 我是 Quantum StarMan,Quantum EA 家族中令人兴奋的最新成员。 我是一款全自动多货币 EA,能够处理最多 6 个动态货币对: AUDUSD, EURAUD, EURGBP, EURUSD, GBPUSD, and USDCAD. 。凭借最高的精确度和坚定不移的责任感,我将把您的交易游戏提升到一个新的水平。 关键在于:我不依赖 Martingale 策略。相反,我利用专为实现最佳性能而设计的复杂网格系统。为了让您安心,我什至为您提供了在您账户的总回撤达到预定限制时关闭所有交易的选项。 但这还不是全部——我不只是说说而已!我已经启动并运行了实时信号,因此您可以观看我的操作: 重要的! 购买后请给我发私信以接收安装手册和设置说明。 ***购买量子StarMan MT5即可免费获得量子贸易EA或量子金皇!***更多详情请私聊! 实时信号 1: 点击 量子 EA 频道: 点击这里 最好的部分是什么?我对用户超级友好。您只需附上我的一张图表(EURUSD),我就会为您交易所有货币! (欧元兑美元、新西兰元兑美元、英镑兑美元、欧元兑美元和美
Quantum Wizard MT5
Bogdan Ion Puscasu
5 (14)
Quantum Wizard 是一款用于 S&P500 (US500) 交易的高级 EA 交易程序,采用 先进的网格系统和专为实现最佳性能而设计的高级资金管理 。 它已经开发了两年多,今年最新更新。您现在终于可以通过指数交易来实现投资组合的多元化。 Quantum Wizard 的安装非常简单,只需在任何时间范围内以默认设置安装在 US500 上即可。 它在伦敦和纽约股市时段运行,并包含6种可以同时交易的策略。 量子向导相当活跃,每天可以进行多次交易。 目前它只交易 S&P500,但在不久的将来它也会交易其他指数。 实时信号1:     点击 量子 EA 频道:点击这里 促销价格为 1099.99 美元,包含 45% 的折扣!无折扣价格为 1999.99 美元。每购买 10 次,价格就会上涨 100 美元。 建议: 货币对:US500(也称为 S&P500) 时间范围:任意 最低存款:$500 账户类型:ECN、Raw 或 Razor,点差极低。 经纪商:IC Markets、Pepperstone with Raw 和 Razor 的点
Oracle MT5
Stanislav Tomilov
5 (6)
Oracle Trading Expert the Quintessence of Modern Programming Technologies Expert Oracle for MetaTrader, trading on GBPUSD and Gold, represents the quintessence of modern programming technologies. Our unique proprietary methods and developments are based on advanced machine learning concepts, making our trading expert truly one-of-a-kind. We offer cutting-edge modules and neural architecture that embody innovative advancements in financial programming. Our algorithms rely on in-depth data analysi
Gold Excel MT5
Gregory Hay
4.57 (14)
欢迎来到     GoldExcel EA MT5 版本 ,XAUUSD (GOLD) 货币对当日有效交易。由我们的团队设计,可与常规帐户、赞助帐户和任务配合使用!不使用高频交易! See all products here:   https://www.mql5.com/en/users/fxmanagedforexltd/seller 最初的发行价格每隔几周就会上涨。 Live $1K account Aggressive :  https://www.mql5.com/en/signals/2133201 Live $5K Low Risk:  https://www.mql5.com/en/signals/2133189 Live ICMarkets Test account Medium Risk :  https://www.mql5.com/en/signals/2133192 金卓   是一种仅使用黄金对的每日一笔交易策略。黄金对因其每日波动幅度大、波动性大以及走势与股市开盘的相关性而成为此类交易的理想选择。黄金具有出色的全球流动性,因此执行力和执行力通常都非常出色。
Aura Black Edition MT5
Stanislav Tomilov
4.17 (24)
Aura Black Edition is a fully automated EA designed to trade GOLD only. Expert showed stable results on XAUUSD in 2011-2020 period. No dangerous methods of money management used, no martingale, no grid or scalp. Suitable for any broker conditions. EA trained with a multilayer perceptron Neural Network (MLP) is a class of feedforward artificial neural network (ANN). The term MLP is used ambiguously, sometimes loosely to any feedforward ANN, sometimes strictly to refer to networks composed of mult
SSX Titan TT
Artem Minchuk
3.36 (45)
Delving deep into the sphere of finance and trading strategies, I decided to conduct a series of experiments, exploring approaches based on reinforcement learning as well as those operating without it. Applying these methods, I managed to formulate a nuanced conclusion, pivotal for understanding the significance of unique strategies in contemporary trading. Neural network advisors, despite showcasing impressive efficiency in the initial stages, proved to be highly unstable in the long run. Vario
TrendMaster FX
Chen Jia Qi
4.63 (84)
采用先进的算法并利用深度学习技术,我们的专家顾问(EA)是为了帮助您在复杂的外汇交易世界中导航而精心设计的。该系统分析市场行为,并根据特定标准进行交易,使您能更有效地参与市场趋势。凭借近十年的数据支持,EA利用深度学习来检查过去的市场条件,旨在提供更高级的决策支持。 Live signal : TrendMaster FX The MT4 version : TrendMaster FX MT4   目前有EA试用活动,购买后联系我们可获得“Gold Garden”或“AI TradingVision GPX”的使用权限。如需了解详情,请联系我们。 推荐使用的货币对: 英镑/美元(GBPUSD) 美元/加元(USDCAD) 欧元/美元(EURUSD) 澳元/美元(AUDUSD) 美元/瑞士法郎(USDCHF) 特别提示: Currently recommended :GBPUSD, AUDUSD, EURUSD 风险设置: 对于激进的交易者,最大风险设置为0.15。 对于更保守的交易者,特别是资本较大的人,建议将其设置在0.05以下,0.03定义为低风险。可以先从0.01开始熟悉操作
Way To Stars是一款夜间头皮EA,专门设计在市场波动性较低的时间段进行交易来利用低波动性,以此降低风险。这款夜间头皮EA专注于利用小的价格变动进行频繁交易,通过积少成多的方式积累利润。本EA采用严格的止损措施来限制每笔交易的潜在亏损,确保了风险管理的有效性。Way To Stars 是一个真实且诚实的交易系统,它不依赖于号称的神经网络、人工智能、ChatGPT或完美的直线回测结果。 signal:  https://www.mql5.com/en/signals/2220466 本EA的特点: 适合货币对:GBPUSD 加载时间框架:任意 无网格,无马丁,一次交易 将订单分散为多笔订单,降低风险,提高成功率 通过最大持仓时间和最大浮亏比例来管理风险 自动调整交易时间,考虑时区和夏令时变化 小资金账户适用
DaVinci Code EA
Shintaseftiana
3.4 (5)
The price of this EA will be increased steadily, to limit the number of users trading with this system. The Current price is 2 copies left of 5 provided , next price 999 usd,    so come on hurry up Introducing DaVinci Code EA - the ultimate Expert Advisor that's out of this world! This cutting-edge EA operates on a super advanced system with Market Structure and OrderBlock, all set to skyrocket your trading success. Live Signal     |     Channel    |    Setfile Although DaVinci Code EA can ru
AI NeuroX EA
Denis Kurnev
4.53 (15)
AI NeuroX EA is an innovative trading advisor based on advanced artificial intelligence technologies, including neural networks and the Perplexity and GPT-4 platforms. This advisor has a unique ability to analyze and predict the dynamics of financial markets using deep learning and advanced algorithms. Thanks to the intuition that even the most experienced traders would envy, AI NeuroX EA is capable of developing unprecedented trading strategies, ensuring excellent performance. This advisor oper
Darwin Swing MT5
Guillaume Duportal
4.92 (38)
达尔文-SWING 推出价格999美元,未来价格1490美元 描述: -- 要了解它的工作原理,请来阅读博客(该EA反映了我的外汇交易哲学......如果你喜欢我看待事物的方式,那么你会喜欢我的EA。 花时间去做吧! (外汇不是一场比赛): https://www.mql5.com/en/blogs/post/745790 -- 要看过去的表现,这里有信号的链接。 现场和演示信号: https://www.mql5.com/en/users/tradedeal/seller 解释一下。 在达尔文进化论取得巨大成功后,我推出了达尔文摇摆,可以同时使用。 本专家的设计尽可能地接近手工交易。 这是一个为长期而设的专家,它不是一个快速黄牛,也不是一个夜间黄牛。 基本策略是波段交易,利用支撑位和阻力位来开仓。 这个系统的创新之处在于,它包含了虚拟职位。该EA平均计算每对货币在趋势中会有多少个S/R交叉。 由于这种计算,EA将在每个S/R(日/月/周....)上放置虚拟头寸(在仪表盘上可见的头寸,但不是真实开仓),当价格达到S/R交叉的数量(
Ai Hybrid Robot MT5
Mansour Babasafary
71% discount for the next 5 buyers (original price $9000): 3 person left Get a 50% bonus by buying (or even renting) any of our products. After buying (or renting), send a message for more information. Several experts in one expert With this expert, you can use several up-to-date strategies Enhanced with artificial intelligence Can be used in several popular forex currencies Can be used in the most popular forex time frames Without using high-risk strategies Attributes : Can be used in t
Big Forex Players MT5
Marzena Maria Szmit
4.79 (38)
We proudly present our cutting-edge robot, the Big Forex Players EA designed to maximize your trading potential, minimize emotional trading, and make smarter decisions powered by cutting-edge technology. The whole system in this EA took us many months to build, and then we spent a lot of time testing it. This unique EA includes three distinct strategies that can be used independently or in together. The robot receives the positions of the biggest Banks (positions are sent from our database to th
欢迎使用 IndexLORD EA MT5   ,这是一款针对主要指数(纳斯达克/道琼斯/SP500)设计的高效剥头皮系统。该系统由拥有 20 多年经验的量化团队开发,是一款积极而强大的交易机器。 重要!你需要我提供的测试集来进行测试,它   不进行回溯测试   默认情况下。由于经纪商报价中的数字数量,每个经纪商都有不同的设置(例如,我们看到 DOW 30 的最多 4 种变体可以显示为 38000、38000.5、38000.50 或 38000.500,GMT 设置和基础指数的合约规模! Index LORD 是使用指数交易的专业 EA,需要技巧和专业输入才能确保正常运行! 购买后,联系我获取手册和安装指南,如果您使用道具等,也可以获取套装。 现场表演 开始 €5K 账户交易 现在 €35K 利润++       :       https://www.mql5.com/en/users/fxmanagedforexltd/seller 现场表演ICMarkets:       https://www.mql5.com/en/users/fxmanagedforexltd/sell
ET9 for MT5
Hui Qiu
2.33 (3)
ET9  新上架,推出促销活动 仅剩几个副本,599美元 下一个价格:799美元 最终售价:1599美元 最佳黄金(XAUUSD)自动交易程序, 它也可以同时用于GBPUSD! ET9 MT5 版 更新4.20 !!   重要更新: 启用自动利润平仓,可以修改ET1策略的各种参数,优化 ET1策略的稳定性 包括免费的 ET1 MT5版:  https://www.mql5.com/zh/market/product/113131 描述 ET9 MT5 版是一款在( XAUUSD) 黄金 与( GBPUSD) 英镑 交易中拥有9合一交易策略的强大自动交易程序 其中包括一个经典趋势策略ET1,另外8个突破策略,在黄金价格实现日线突破时尤为有效! 请在可视模式下对 ET9 进行回测,以便了解 ET9 的工作原理是多么专业。回测过程可能会很慢,请耐心等待 ET9这9大策略结合在一起 ,与其它一些虚假“完美回测”EA有着很大的区别:这是一款真实实盘放心使用的EA !! 没有网格系统!没有马丁格尔系统,没有剥头皮系统!每一个订单都设置有止盈止损,并且交易关闭时间超过几小时……实盘结果与回测
Candle EA MT5
Mansour Babasafary
4.36 (39)
This expert is based on patterns The main patterns of this specialist are candlestick patterns Detects trends with candlestick patterns It has a profit limit and a loss limit, so it has a low risk The best time frame to use this expert is M30 time frame The best currency pairs to use with this expert is the EURUSD, GBPUSD, AUDUSD, USDCAD currency pairs The price will increase by 100$ after every 10 purchases! Final price 2450$ Get a 50% bonus by buying (or even renting) any of our product
Hercules AI
Aleksandr Chebotaev
5 (3)
Hello, my name is Alexander. I would like to introduce you to my new development, the Hercules AI advisor. The advisor is synthesis of Price Action Method and Artificial Intelligence technologies.  It doesn't use  any indicators. The EA works well on Gold  pair. The advisor has shown stable performance for more than 10 years. It does not use dangerous trading methods such as martingale, etc. All transactions are protected by take profit and stop loss. I tried to make the advisor as easy to insta
Neuron Net GOLD
Sugianto
4.69 (13)
Neuron Net GOLD is an integration of the Python programming language, deep learning machine and mql5 code to be able to predict XAUUSD price movements so as to produce entries and exits based on artificial intelligence. How it works: At the start of asian session, Neuron Net Gold will carry out analysis based on historical data and predict gold price movements.  If the price prediction is up, Neuron Net Gold will take a long position, and vice versa.  Neuron Net Gold will close the position a
Stock Indexes EA MT5
Marzena Maria Szmit
5 (5)
Stock Indexes EA is a sophisticated   trading robot   meticulously engineered to capitalize on the dynamics of the   US30   index. This expert advisor employs advanced algorithms and technical indicators to analyze market trends, identify potential entry and exit points, and execute trades with precision. A news filter   has also been added to the robot, which prevents it from opening a position during   important economic news , minimizing the risk. In robot, you can also specify the days and
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RSI Intelligent is a fully automated scalping robot that uses a very efficient Relative Strength Index (RSI) breakout strategy, Probabilistic analysis with (RSI). Most effective in the price Cumulative probability of a normal distribution that occupy the bulk of the market time. Transactions happen almost every day like Scalping follow trend. A Forex robot using the Relative Strength Index (RSI) indicator combined with an artificial neural network would be an advanced automated trading system th
Sytem Equivalent
Sabil Yudifera
The Sytem Equivalent is a breakout trading system in data distribution based on deep machine learning, parameterized neural network technology. Data distribution has different types of breakout - different systems study and analyze in terms of neural network parameters, something progress up to date. The system analyzes every profit from the distribution of breakout types so that it is tested on the backtest and it is very successful.The accuracy of profit in the learning system for neural netwo
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版本 1.20 2024.04.21
New System Fix
版本 1.10 2023.01.09
update optimization