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Curve Basic

390 USD

演示已下载: 333

已发布: 13 一月 2021

当前版本: 1.6

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概述
评论 (5)
评论 (32)
新特性

Curve Basic

专家
Roberto Sau
版本: 1.6
更新: 13 四月 2021
激活: 5

BACKTEST NOW! (or see backtest sreenshots below, last update: 30/4/2021) (How to backtest any system correctly)

LIVE SIGNAL: https://www.mql5.com/en/signals/995254

CURVE is a Honest, Secure and Automated Software for Generation of Daily Profits on Forex Market. With its fully automatic architecture, CURVE is an autonomous Robot Expert capable of independently analyzing the market and making trading decisions.
Martingale, Grid, Averaging and other dangerous strategies are NOT used.

CURVE works on EURUSD currency, timeframe H1. Minimum deposit: 100 USD

A broker with low spread levels is strongly recommended.

The trading system is suitable both for experienced traders and beginners

CURVE uses only pending orders on the broker's server
CURVE has a built-in protection against large broker spread
CURVE made all trades with a FIXED StopLoss
CURVE trades during certain working hours when the market is most profitable
CURVE uses a smart trailing stop, wich allows to make the most profitable gain from market fluctuations
CURVE makes decisions based on a deep analysis of the last 20 years quotes (in order to have best performance, the EURUSD H1 history must be as complete as possible. This will give CURVE the opportunity to have a deeper analysis of the market history and make better decisions)
As always, remember that past performance doesn't guarantee future results!

Input parameters:

Show Info Panel: hide/display graphic Info Panel in the upper left corner of the screen
Load Curve Graph Template: load custom curve graph templates on the chart

Broker GMT: (Ex. if your Market Watch MT4 hour is GMT+2, Broker GMT must be set to 2)
Start GMT Hour: start working hour on GMT time
End GMT Hour: end working hour on GMT Time

Spread to disable ops: above this spread level trading won't be allowed
Spread to enable ops: under this spread level trading will be allowed

RISK (main options):

LOW RISK: autolot starting from 0,01 lots for 100 USD deposit (0,10 lots for 1.000 USD deposit etc...)
MEDIUM RISK: autolot starting from 0,02 lots for 100 USD deposit (0,20 lots for 1.000 USD deposit etc...)
HIGH RISK: autolot starting from 0,03 lots for 100 USD deposit (0,30 lots for 1.000 USD deposit etc...)
FIXED LOT

FIX Lot Size: (with RISK set to FIXED LOT)

Stop Loss Total Points: when the Pips sum of ALL open loss operations falls above this level, all operations will be closed and we'll get a Stop Loss.
Trailing Stop Gap: main points gap for trailing stop
Trailing Stop Step: secondary points gap for trailing stop

Magic Number: unique identification number for each operation that will be opened by CURVE. It allows CURVE to run simultaneously with other EAs on the same account.

Watch the video below to see how CURVE works!

👍 Enjoy!

更多...

542

Giacomo Lugari 2021.03.12 09:20 #

Best EA tried in real so far. The results on real account are very similar to the test results. Roberto offers a very high level of assistance. I recommend everyone to test this product and to trust Roberto.

1318

mrea59 2021.01.21 18:13 #

I tested CURVE using 99.90% tick data modelling (Tick Data Suite) and the results were as described by the author - excellent, with small drawdown. I therefore made the decision to buy and I setup CURVE earlier today on my real account - I know it was only my first 2 trades but both trades closed well in profit. I had one or two questions, so I sent a PM to Roberto the developer and he responded within minutes - very helpful. Hoping that the positive results continue.

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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 New live signal: https://www.mql5.com/en/signals/2084890 Live Signal Set Prop Firm Set 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

599 USD

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：点击此处 MT5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。与传统方法单纯

1 299.99 USD

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

1 500 USD

您购买的不是回测，而是真实的交易系统： Live Signal 1 Live Signal 2 此价格为促销期间临时价格，稍后将上调最终价格：5,000 美元当前价格仅剩几份，下一个价格是 -->> 745 $ Welcome to the GoldPulse AI Hey, I'm GoldPulse AI! 这是第一个也是最智能的机器人，可以使用完整的货币对（例如 XAUUSD、XAUEUR、XAUGBP、XAUAUD、XAUJPY、XAUCHF、XAUSGD 和 XAUCNH）交易黄金或 XAU！我每天都会查看新闻，并利用任何机会进行技术、基本面和情绪确认！钱就会从急躁商人的口袋里流到病人的口袋里！在这个市场上，你将与聪明人竞争！他们想拿走你的钱，你也想拿走他们的钱！利用最准确、最活跃的市场分析，我会尽力而为！祝你好运！ Highlights: 易于使用：在每个交易品种图表上一一附加具有任何时间范围的 EA（XAUUSD、XAUEUR、XAUGBP、XAUAUD、XAUJPY、XAUCHF、XAUSGD 和 XAUCNH）无网格/无鞅/无风险资

497 USD

The Bitcoin Robot MT4 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 sa

1 099 USD

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 MT5版本：转到MT5 EA即将涨价，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。

1 299 USD

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 。 MT5 版本 : Gold Garden MT5 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

699 USD

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 MT5 version : TrendMaster FX MT 5 目前EA运行良好，开始启动阶段提价计划。下一阶段售价838美元。每销售10份提升100美元。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开始熟悉操作购买后：可以给我们发私信以获取用户手册和注意事项。或

938 USD

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, GBPU

1 300 USD

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

2 000 USD

交易者您好，我根据我之前的几个策略，严格设计了ODIN AI，具有真实的结果，其智慧和智能无可挑剔，工具，使其适应外汇市场，因此它适应机器学习的人工智能，即，AI会读取参数，然后参考我的策略，然后它会学习，使条目质量更好，它还有一个可以恢复仓位的节点，你会发现的另一个创新之处是一切都将以虚拟的方式进行封装，即不会有任何数据发送到止损、止盈等服务器，这将是一种非常人性化的方式该黄牛设计有滑点和预付款保护，可在限制风险的同时进行战略性进场。专为 Metatrader 设计，完全智能且自我管理 2 主要的事情是我设计了 extractFeatures 和 trainModel 函数，这将负责设计蜡烛，破坏它的滑点并学习它如何移动以适应 Spread。需要注意的是，我的策略开发是我作为专业交易员多年来设计的，加入了人工智能的自适应来优化性能，使其变得更好。应该高度注意的是，这是真正的黄牛，利润将是真实的，通过止盈和止损进行控制这样你的钱就会受到保护您不需要有交易经验，我的工具是为初学者和专家设计的，只需两次简单的点击即可安装，因为它将像专业

1 299 USD

77% discount for the next 10 buyers (original price $3000): 1 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

680 USD

你是否曾经想过为什么大多数专家顾问在实盘交易中并不有效，尽管它们在回测中表现完美？最有可能的答案是过拟合。许多专家顾问被创建为对现有的历史数据进行 “ 学习 ” 和完美适应，但由于构建模型的泛化能力不足，它们无法预测未来。一些开发者可能根本不知道过拟合的存在，或者他们知道但没有办法防止它。其他人则将其作为美化回测结果的工具，他们添加了数十个输入参数，而不考虑统计学意义，使交易策略过度依赖历史数据，并试图说服他人他们的专家顾问未来能够实现类似的表现。如果你对这个迷人的主题感兴趣，并想更深入地了解过拟合，请参考我的这些文章： Avoiding Over-fitting in Trading Strategy (Part 1): Identifying the Signs and Causes Avoiding Over-fitting in Trading Strategy (Part 2): A Guide to Building Optimization Processes 有几种方法可以避免在仅仅依赖读取过去数据的专家顾问上亏钱。而最简单的方法是，在没有至少 5

499 USD

推出促銷：以當前價格提供的副本數量有限最終價格：990$ 新：免費獲得 1 個 EA！（2 個交易賬戶） Ultimate Combo Deal -> click here LIVE RESULTS: https://www.mql5.com/en/signals/1949810 JOIN PUBLIC GROUP: Click here Set Files 歡迎來到 DayTrade Pro Algo！經過多年的市場研究和不同策略的編程，我發現了一個具有良好交易系統所需的一切的算法：它是獨立於經紀人的它是獨立傳播的它使用真實可變點差測試在 MT4、MT5、TDS2 和多個經紀商上輕鬆顯示非常穩定的回測數百種不同的設置都在測試中給出了有利可圖的結果（當然我選擇了最好的！）非常強大的系統 -> 設置可以互換，因此使用 USDJPY 的設置運行 EURUSD 仍然是有利可圖的。已經在 13 個貨幣對上運行：EURUSD；GBPUSD；USDJPY；AUDUSD；XAUUSD；GBPJPY；USDCAD；EURJPY；EURNZD；EURAU

499 USD

Launch promo! Only a few copies left at 399$! Next price: 499$ Final price: 999$ Live signal: https://www.mql5.com/en/signals/2220893?source=Site+Profile+Seller MT5: https://www.mql5.com/en/market/product/107337?source=Site+Profile+Seller For more top Expert Advisors and Indicators, visit: https://www.mql5.com/en/users/lothimailoan/seller I am Los, please subscribe to receive more updates: https://www.mql5.com/en/users/lothimailoan/news US30 Scalper EA是由一支经验丰富的交易和编码团队开发的下一代剧烈波动机器人。它专

393 USD

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

1 000 USD

TopBottomEA的优势：首款支持小本金工作的EA，实盘4年多了；本EA基于波动率自适应机制，一次只下一单，每单带止损，平均每天4单左右，持单时长12小时左右，使用Dukascopy真实历史数据，以20美元极限本金挑战回测跑完了10年以上。每间隔三天涨价$100元,涨价过程: 998--> 1098--> 1198 ...... 涨到目标价 $ 4999为止，购买后，EA工作期间，可以和我们的真实观摩账户交易记录比较。如遇到安装和EA回测问题，请联系我们；购买8天后，即可免费领取 Band trend indicator 指标。加入公众群组：点击这里挑战最小资金真实账户： https://www.mql5.com/zh/signals/1575208 质量【可靠性】5格，在新冠病毒期间，EA交易中断了一年，服务器因故过期。支持货币：GBPCAD ，EURSGD ，GBPCHF，其它品种以后再陆续增加，大家目的是为了赚钱，只选最优，货币不在多在精，让收益更稳定。支持周期：M1图表平台推荐：icmarkets平台原始点差账户，fpmarkets

598 USD

71% discount for the next 5 buyers (original price $9000): 1 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

2 560 USD

欢迎来到 GoldExcel EA ，XAUUSD 货币对（黄金）的每日一次有效交易者。由我们的团队开发，可在普通账户、资助道具账户和道具挑战中使用！不使用高频交易！ See all products here: https://www.mql5.com/en/users/fxmanagedforexltd/seller 介绍性发布价格将每隔几周增加一次。 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 金卓是仅使用黄金对的每日单笔交易策略。由于黄金对每日波动幅度大、波动性大以及与股市开盘的走势相关性，因此非常适合此类交易。黄金具有卓越的全球流动性，因此成交和执行通常都非常出色。 GoldE

899 USD

2 of 5 Units at 600 USD. Next price 900 USD This expert advisors search for perfect impulse setups. The approach is use a very few but high effectives rules / filters and an effective management of the opened position. Signal https://www.mql5.com/es/signals/2049326 Backtest The EA must be backtest in any timeframe, but for use in live, must be attached to a M5 chart. Live setup The EA is very easy to configure, and can be used with the default parameters. Only the parameters re

600 USD

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 (p ositions are sent from our databa

1 599 USD

The XG Gold Robot MT4 is specially designed for Gold. We decided to include this EA in our offering after extensive testing . XG Gold Robot and works perfectly with the XAUUSD, GOLD, XAUEUR pairs. XG Gold Robot has been created for all traders who like to Trade in Gold and includes additional a function that displays weekly Gold levels with the minimum and maximum displayed in the panel as well as on the chart, which will help you in manual trading. It’s a strategy based on Price

799 USD

仅在支撑位和阻力位进行交易。过滤器用于专有指标。包括部分关闭订单的订单网格！信号 https://www.mql5.com/ru/signals/1776144?source=Site +Profile+Seller 货币对：EURGBP、GBPUSD、EURUSD、USDCAD、EURCAD，使用最小手数对于回滚货币对，您可以使用增加手数的 AUDCAD、AUDNZD、NZDCAD。时间范围：M15 设置手数=0.01 固定手数 LotsMartinp= 1 手数乘法系数网格级别设置 FirstNumberp= 支撑线水平多种货币可交易货币对 Trade only from support and resistance levels. Filters are used on proprietary indicators. A grid of orders with partial closing of orders is includ

499 USD

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

600 USD

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

699 USD

Last copy at 399$ -> next price 499$ Dark Algo is a fully automatic Expert Advisor for Scalping Trading on Eurusd . This Expert Advisor is based on the latest generation of algorithm and is highly customizable to suit your trading needs. If you Buy this Expert Advisor you can write a feedback at market and get a second EA for Free , for More info contact me The basic strategy of this EA is built on a sophisticated algorithm that allows it to identify and follow market trends .

399 USD

The Pipsurfer EA is a high level trend trading grid system designed to look for higher lows in an uptrend and lower highs in a down trend. It has the capabilities to be used on multiple different forex pairs at the same time and will pick the best entries out of the trading criteria among the pairs to enter trades with. The Pipsurfer EA Comes with many features to ensure a smooth trading experience. Prebuilt settings package for easy set up for each tier of forex pairs. Each pair falls into a d

700 USD

Welcome to the world of innovative and efficient gold trading with GoldPro - an advanced trading robot specifically designed to help you achieve success in the Gold market. The advisor uses the averaging technique, you should perceive this not as good or bad, but as an approach that works in the market, discarding the unipolar belief that one method is good and the other is bad, it exists and can be successfully applied, this is a fact. Reliability and Experience: GoldPro is the result of c

490 USD

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

1 399 USD

Track all your operations in a single glance! Simple, useful, lite, cheap. That's the way we like it! Mt4 ProgressBar allows you to have, with a single glance at the PC screen, a clear and intuitive idea of the current evolution of each single open operation. We know how important it is to quickly understand your global trading position , and we know how often it is difficult having only the simple view of the open trades that metatrader offers us. Mt4 ProgressBar , in addition to providin

39 USD

Here's the LITE version of the CURVE BASIC EA! Easier, cheaper, but no less powerful! BACKTEST NOW! (or see backtest sreenshots below, last update: 30/4/2021 ) ( How to backtest any system correctly ) (You can find CURVE BASIC HERE: https://www.mql5.com/en/market/product/60487 ) LIVE SIGNAL : https://www.mql5.com/en/signals/995254 CURVE is a honest, secure and automated algorithm for generation of daily profits on Forex Market. With its fully automatic architecture, CURVE

140 USD

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版本 1.6 2021.04.13

- Improved Graphical Panel

- Real time floating bar, visual SL level

- Code Optimization

版本 1.5 2021.04.02

Improved performance (see backtest screenshots updated to 31/3/2021)

版本 1.4 2021.03.15

Added Magic Number, now CURVE can run simultaneosly with others EAs

版本 1.3 2021.02.12

- Fixed backtest spread Bug

版本 1.2 2021.01.25

- Fixed Time Zone bug
- Check if input variables are correct

版本 1.1 2021.01.17

Fixed bugs