MQL5 Programs Market

Dozens of new automated trading applications appear in the MQL5 Market every day. Choose the right app among 10,000 products and forget about unnecessary routine operations of manual trading.

Sell your algorithmic trading programs through the largest store of trading applications!

My AI Gold
Vitalii Kosov
5 (16)
AI-DRIVEN GOLD TRADING REVOLUTION -------------------------------------------------------------------------------- My AI Gold is not just another automated trading tool—it is the culmination of advanced neural network engineering, proprietary custom architecture, and rigorous real-world optimization. Built from the ground up utilizing cutting-edge repositories and state-of-the-art machine learning frameworks from GitHub, My AI Gold harnesses deep data analysis to decode the complexities of the
The Invincible — Built to Survive. Designed to Dominate The Invincible is an advanced AI-driven Expert Advisor built specifically for the XAUUSD / Gold market. It is designed for traders who want a clean, structured, and professional trading system — without martingale, without grid, without hedging, and without any dangerous recovery tricks hidden inside the logic. This is not a system that tries to survive by averaging losses or multiplying positions. The Invincible works with a disciplined tr
The Gold Reaper MT5
Profalgo Limited
4.4 (114)
PROP FIRM READY! ( download SETFILE ) WARNING: Only a few copies left at current price! Final price: 990$ Get 1 EA for free (for 3 trade accounts) -> contact me after purchase Ultimate Combo Deal   ->   click here JOIN PUBLIC GROUP:   Click here Live Signal YouTube Reviews LATEST MANUAL Welcome to the Gold Reaper! Build on the very succesfull Goldtrade Pro, this EA has been designed to run on multiple timeframes at the same time, and has the option to set the trade frequency from very conserv
Quantum Titan MT5
Bogdan Ion Puscasu
4.76 (49)
Bringing institutional-grade trading to the Quantum ecosystem, Quantum Titan sets a new standard for precision, discipline, and proven live-market performance. Developed for traders who expect more from a GOLD Expert Advisor, Titan represents the next evolution of Quantum trading technology. Availability is strictly limited to 1,000 lifetime licenses worldwide. Once all 1,000 copies have been claimed, Quantum Titan will no longer be available. Special launch discount price. Final price $1999
MoonDog EA
James Vito Armin Bianchini
4.37 (46)
A MoonDog update with new strategies is coming in the next few weeks, making it a more complete EA. MoonDog will be removed from sale before the update, which will be exclusive to existing owners. Take ur spot before sales close! VIEW THE MAIN MOONDOG LIVE SIGNAL VIEW THE SECOND MOONDOG LIVE SIGNAL START HERE — USER GUIDE OPEN THE COMPLETE MOONDOG V4.18 USER GUIDE These signals are provided for transparency. They may include earlier MoonDog versions or different settings. Results on your accoun
AiX Gold MT5
William Brandon Autry
AiX GOLD — BUILT FOR GOLD. One market. Up to seven breakout strategies. Optional AI review. AiX identifies breakout opportunities at established daily and hourly price levels. It prepares the entry, sets the stop loss and profit target, then manages the trade with break-even and trailing rules. Read the AiX Gold story: the strategy, long-term backtests and how Jev is used. NO RECOVERY TRADING. NO GRID. NO MARTINGALE. Every trade starts with a predefined stop loss. Each pending entry is submitted
Gold Beaver
Arnold Bobrinskii
4.43 (7)
Gold Beaver - limited offer $449 now. Next price $499. 10 copies left at this price GOLD BEAVER MT5  > Live signal Attach Gold Beaver to any XAUUSD chart, on any timeframe, and it trades. The default preset, Combo Safe , is ready to run.  Not HFT. No low-latency VPS is needed. Signals are evaluated on M15 candle boundaries, so testing on OHLC M1 is enough. No martingale. No grid. No averaging. Every position gets a stop loss the moment it opens. The strategies were built with a custom Python re
EA Super Trend XAUUSD
Vitali Vasilenka
2.88 (42)
EA Super Trend XAUUSD is an algorithmic trading advisor for gold featuring two-stage signal filtering based on the indicator.  Synthetic Trend AI   Attention Traders! Live Signal 1 :  https://www.mql5.com/ru/signals/2392762 Live Signal 2 : https://telegra.ph/Path-to-a-Million-10-11 This package is available at the current price for a strictly limited run of only 5 copies. The price will soon increase to $999. After purchasing, please send me a private message to receive a bonus gift. KEY FEATU
Quantum Queen X MT5
Bogdan Ion Puscasu
4.08 (79)
The Legend Continues. The Queen Evolves. Welcome to Quantum Queen X — the next generation of the legendary GOLD trading system that builds upon the proven success of Quantum Queen. Quantum Queen X is built on the same proven core engine as Quantum Queen, introducing a powerful new Custom Mode that allows traders to choose exactly which strategies to enable or disable. Every strategy has been individually reviewed, refined, and optimized to deliver even better performance and adaptability across
Quantum iGold MT5
Yassine Mouhssine
4.61 (96)
Quantum iGold MT5 – Advanced AI Trading System (XAUUSD) Quantum iGold MT5 is a fully automated trading system built using advanced Artificial Intelligence techniques. It employs a hybrid neural architecture that integrates LSTM and Transformer models to analyze price behavior on XAUUSD . This structure enables the system to detect market patterns, adapt to volatility changes, and generate technically refined trading signals in real time. After purchase, please contact me via MQL5 private messa
AI Golden Life MT5
MQL TOOLS SL
5 (11)
AI GOLDEN LIFE is a professional AI-powered trading system developed exclusively for XAUUSD (Gold) on the H1 timeframe. It represents a new generation of automated Gold trading, combining advanced technical analysis, intelligent market filtering, adaptive trade management, and innovative geopolitical risk protection. Unlike traditional scalping systems that focus on rapid market fluctuations, AI GOLDEN LIFE operates on the H1 timeframe , analyzing broader market structures, price action, moment
Scraper Gold
Kriscandra Rumbang Atmaja
5 (9)
Scraper Gold MT5 – 4-Engine Breakout EA for XAUUSD Current price: $95. Future price increases will be announced in advance. Final price: $195. Live Signal 1 – P rofile  Classic : https://www.mql5.com/en/signals/2392705 Live Signal 2 – P rofile  Fixed Entry (v3.7 default, fixed lot) : https://www.mql5.com/en/signals/2396229 Scraper Gold is a fully automated breakout Expert Advisor built only for gold (XAUUSD). It does not try to predict the whole move. It waits at proven swing highs and lows
TitanForge EA MT5
Maxim Kurochkin
5 (15)
TITANFORGE EA MT5 ALGORITHMIC IMPULSE SWING SYSTEM FOR XAUUSD H1 TitanForge EA is an automated trading system developed specifically for Gold on the H1 timeframe. The strategy focuses on directional momentum, volatility expansion and controlled position management. It is designed to wait for selected market conditions rather than remain permanently exposed to the market. No Grid. No Martingale. No uncontrolled averaging. Every position is opened with predefined protection, including a hard Stop
The Last Broker EA
Maxim Kurochkin
5 (4)
The Last Broker EA Systematic gold trading. Two algorithms. Defined trade management. The Last Broker EA is an algorithmic XAUUSD trading system for MetaTrader 5. Its dual-strategy architecture combines rule-based execution, configurable position sizing and two distinct trailing profiles in one trading environment. Choose how your positions are managed while keeping the market context visible on the integrated trading panel. Live signals on real accounts Strategy 1 — Ultima Markets Strategy 2
Scalping Robot Pro MT5
MQL TOOLS SL
4.39 (174)
Scalping Robot Pro is a professional trading system designed specifically for fast and precise scalping on XAUUSD using the M1 timeframe. The system is built to capture short term market movements with accurate execution and controlled risk management. It focuses on real time price behavior, momentum shifts, short term volatility, and selective trade management techniques to identify high probability trading opportunities in the gold market. Scalping Robot Pro is optimized for traders who prefer
Ultimate Breakout System
Profalgo Limited
5 (55)
IMPORTANT : This package will only be sold at current price for a very limited number of copies.    Price will go to 1999$ soon!   + 300 Strategies included and more coming! BONUS : choose 5  of my other EA's for free!   ALL SET FILES + COMPLETE SETUP AND OPTIMIZATION GUIDE VIDEO GUIDE LIVE SIGNALS REVIEW (3rd party) NEW SIGNALS: 44-STRATEGIES LIVE SIGNAL LIVE SIGNAL SCALP SET UBS "CHRISTMAS" PORTFOLIO (Client made) Welcome to the ULTIMATE BREAKOUT SYSTEM! I'm pleased to present the Ultimate
Ghost Scalper MT5
Thomas Christoph Lipka
4.17 (30)
Ghost Scalper MT5 5.1 Ghost Scalper MT5 is a fully automated Expert Advisor for XAUUSD (Gold) on MetaTrader 5. Four independent trading strategies selectively identify breakout and momentum opportunities. The EA executes trades only when its internal trading conditions are met. Extended periods without trading activity are normal. Four Independent Strategies Ghost A, B, C and D operate independently. Each strategy can be enabled or disabled individually. BUY and SELL directions can be controlled
Morpheus Algo EA MT5
Maxim Kurochkin
5 (7)
MORPHEUS ALGO EA MT5 See the market structure. Follow the system. Markets keep moving. Your trading process needs a system. Morpheus Algo EA brings Gold and EURUSD into one automated workflow, combining built-in trading logic, configurable exits and visual market context directly on the chart. At its core, Morpheus uses a built-in algorithmic engine with selectable XAUUSD and EURUSD trading logic. Automatic lot sizing, instrument-specific Take Profit and Stop Loss settings and trailing managemen
Smart Gold Hunter
Barbaros Bulent Kortarla
4 (79)
No Grid / No Martingale / No Recovery / No Hedging / Single Entry with SL / One Shot Smart Gold Hunter is an Expert Advisor for XAUUSD / Gold trading on MetaTrader 5. It is designed for traders who prefer a Gold EA with no grid, no martingale, real Stop Loss and Take Profit logic, and controlled risk management. Please send a short message via the comment section after your purchase to receive your guides, set files, and access to the live chat group. You can check the live signal before maki
Trend Sniper X
Sarvarbek Abduvoxobov
4.86 (43)
Trend Sniper X is a multi-timeframe trend-following indicator for MetaTrader 5 that helps traders identify trend direction and potential reversal points with clarity and precision. for MT4: https://www.mql5.com/en/market/product/193245 Price Information: The current price is promotional and is subject to change as upcoming updates and new features are released. Bonus Offer: To get the FREE Auto-Trade Assistant EA for this indicator, please message the author after purchasing. Code2Profit Channe
Dynamic Liquidity Intelligence
Sathit Sukhirun
4.44 (9)
Dynamic Liquidity Intelligence is an Expert Advisor designed to analyze market structure and execute trades using pending orders. The system calculates recent highs and lows based on market volatility to place Buy Stop and Sell Stop orders at potential breakout levels. The EA manages each position individually. It does not utilize Grid, Martingale, or position averaging strategies. Every order is executed with a strictly predefined Stop Loss and Take Profit. Live Monitoring Live Signal Fix 0.01
PolyGold Scalper
Connor Michael Woodson
4 (8)
PolyGold Scalper is a short-term scalping system for XAUUSD that can make trading decisions based on integration with Polymarket API. Live Signal: CLICK HERE All trading is done within MetaTrader and does not require API keys or a Polymarket account. The chart includes a panel that mirrors the data feed from Polymarket and refreshes every few seconds. The EA only enters single-shot positions and manages them without the use of grid or martingale. Exits are based on a dynamic virtual stop loss an
Storm MT5
Thierry Ouellet
PRICE  149$ FOR 24 HOURS | 499$ FINAL PRICE User manual Live signal real 5000$ with VT https://www.mql5.com/en/signals/2397604 Live original CENT account (investor access) VT Markets 36036388 Storm2026! VTMarkets-Live3 Eight Pairs. One Chart. One Portfolio-Wide Equity Stop. Storm MT5 is a multi-pair mean-reversion grid portfolio for MetaTrader 5 . Instead of running one strategy on one symbol, Storm runs eight independent trading engines on eight forex pairs from a single chart : NZDCAD, USD
Range Breakout EA with Range Filters
Jimmy Peter Eriksson
4.69 (32)
Next Price: $749, Final Price: $999 (Limited Copies At Current Price) If you value honesty and a real trading system built for live trading, not just a perfect-looking straight-line backtest that can end up blowing your account, then this might be for you. Prop Firm Ready! No Martingale / No Grid 23 Months Live Signal +300% Live Growth [Live Signal]  |  [FTMO Results]  |  [Main Portfolio]  |  [Backtest Guide] Why Range Breakout EA is so Stable ? Range Breakout EA is based on a well-known market

Trading Signals

Choose a suitable trading strategy and subscribe to it with a few clicks. All Signals are provided with detailed statistics and informative charts.

Become a trading signal provider and sell subscriptions to thousands of traders around the world. With the Signals service, your successful strategy can generate income with a small start-up budget!

Forex VPS for MetaTrader 4/5

We will offer a server with the lowest ping and the best execution
Equinix LD4
London, UK
51.5235, -0.636
Equinix NY4
New York, US
40.7765, -74.072
Equinix SP3
Sau Paulo, Brazil
-23.4663, -46.8634
Equinix HK1
Hong Kong
22.3656, 114.1171
Servers.com AMS1
Amsterdam, Netherlands
52.3918, 4.665
Servers.com MOW1
Moscow, Russia
55.736, 37.721
Falkenstein FSN1
Falkenstein, Germany
50.4788, 12.3327
Interxion FRA3/FRA8
Frankfurt, Germany
52.3918, 4.665
Aurora 1
Chicago, US
42.0011, -87.9571
Mumbai
Mumbai, India
19.1131, 72.8925
Johannesburg
Johannesburg, South Africa
-25.9305, 28.1362
Singapore
Singapore
1.3226704, 103.9186452

Jobs for Freelancers

Order a custom technical indicator, a trading robot or any other app for the MetaTrader platforms from trusted developers.

Professional programmers deal with hundreds of orders in the MQL5 Freelance section with guaranteed payment and instant withdrawal of earnings through convenient payment systems.

200+ USD
AI Forex Trading Bot for MT4 and MT5 I need an advanced Forex trading robot (Expert Advisor) that works on both MetaTrader 4 and MetaTrader 5. The robot should automatically analyse the Forex market, identify BUY and SELL opportunities, and execute trades when the trading conditions are met. It should support GBPUSD, EURUSD, USDJPY and GBPJPY. The robot should use EMA, RSI, MACD, price action and trend analysis
30+ USD
Hi there great developers I need someone who will test the ea from real account because it must cover up the spread first by calculating the next price movement points if it can cover up the spread cost using an atr, adx , if the next price movement is more then the spread after calculate it must place an order this is how the ea must work,, message me if you can , don't waste my time if you don't have an solution
30 - 300 USD
أكيد، إذا كنت تقصد مشروع بوت الذهب والمحلل، فهذا يحدث لنا اللي بنينا عليه إلى الآن : وال الماكانه رومان التركيز على الذهب XAUUSD فقط أولًا ، والبيتكوين بعد استقرار نسخة الذهب شيطاني بوت أصلي بلغ MQL5 على MT5 ، ويتم تنفيذه لدى Exness أيام السكالبينج، مع التقاط عدة احتمالات صحيحة يوميا دون إجبار البوت على الدخول سي آلي بالكامل بعد الإعداد: تحليل، دخول، وقف، إدارة أندرويد وخروج الفريمات البداية كانت M3 تعطيل وM15
30+ USD
Name: SteelEdge Platform: MetaTrader 5 (MQL5) Expert Advisor Instruments: XAUUSD, EURUSD, US30 Timeframe: H1 (inputs to change it) STRATEGY - Trend filter: buy only when price is above the 200 EMA, sell only when below - Entry: price pulls back to the 50 EMA and a bullish (buy) or bearish (sell) engulfing candle closes - Confirmation: RSI(14) above 50 for buys, below 50 for sells - Stop loss: 1.5 x ATR(14) - Take
69 Applications
30 - 80 USD
I need an existing mt5 expert advisor that can been in trading for more than 12 months. The PF of the ea should not be less than 2.0 and be in profit in the last four months with average profit of not less than 20% per month. The Maximum drawdown should be less than 20% and Max deposit load less than 10%. Such ea should be able to trade with less than or equal to $300. Whats needed is .ex5 and source file is also
12 Applications
MQL5 Experts
99 - 6990 USD
seller must provide the following to be considered... i will answer to all who fit this description, and can purchase more than 1 EA... - brief strategy description - overall EA expectancy - 1 week limited trial version, with whatever settings you consider best
23 Applications
(1) MQL5 Experts

New in chats

Chat with your colleagues, discuss new ideas in groups, subscribe to useful channels and create your own ones to share your experience

Scalping
Scalping
52× GROWTH IN ONE YEAR OF BACKTEST: $50 → $2,622 WITH MOON RIDER EA The EA you see in the backtest is the EA you get — watch both videos and see it yourself. Backtest (last year): https://www.youtube.com/watch?v=8BYHF7DWjvM Moon Rider in action: https:
Advance AI Scanner
SEE EVERY MARKET CLEARLY WATCH THE AI SCANNER IN ACTION 40 markets · one panel · one AI per market https://www.youtube.com/watch?v=PtjbL5VD3U8 Watch free · then try the free demo 40 markets. 40 AI models. One panel. Advance AI Scanner turns
Phoenix Trade Manager MT5 | Elite Traders Hub
PRO FEATURES, BEGINNER PRICE Experienced traders want 10 TP levels, 7 trailing methods and hotkeys. Beginners want one-click trading and a low price. Phoenix gives both — $49. PRICE PER FEATURE 7 trailing methods + 10 TP levels + 4 lot modes for $49
Prop Firm Trade Manager | Funded Trader Elite
TRAIL ON, ONE CLICK Let a winning trade run with one click. TRAIL ON follows the move; TRAIL OFF hands control back to you. Simple, fast, flexible. COMPARE THE MARKET Popular MT5 trade managers on the MQL5 Market are listed at $80 to $100+. Prop Fi
Ultra Sync Trade Copier MT5 & MT4
COPY TO 100 ACCOUNTS FOR $49 One Master. Up to 100 Receivers. One computer. Ultra Sync copies your trades across MT5 and MT4 accounts — locally, at a typical 5–10 ms. $49 one-time per platform. COMPARE THE MARKET Popular MT5 trade utilities on the M
Algorithmic Trading System
APEX Trade Assistant — Your Manual Trading Workspace in MetaTrader 5 Bring trade planning, order placement, and position management directly onto your chart. Use the main APEX panel for everyday operations, or open independent APEX Micro planners to prepa
Multi-Strategy Market Scanner
TEN TOOLS. ONE PRICE. One payment. Every method. Every overlay. Ten single indicators at $39 each would already be $390. Multi-Strategy Scanner: $45, one-time — yours to keep. PRICE PER METHOD $45 ÷ 10 methods = $4.50 per method. The median popular
Black Thunder EA ⚡ High-Impact Trading
$75 ÷ 3 = $25 A MONTH WATCH IT ON YOUTUBE Black Thunder EA in action https://www.youtube.com/watch?v=o-JBZDUKpAk Watch first · then decide 3 months of Black Thunder = $75. That's $25 a month for an EA with 8 trading personalities — 29% bel
Trend Scalper
Golden Star MT5 is a professional trend indicator for MT5 platform developed by a group of professional traders. The algorithm of its work is based on the original author's method, which allows finding potential trend reversal points with a high probabili
AureusAI Trading Suite
Strategy Ledger Pro 4.44 is live! The big one: PORTFOLIO All the accounts you choose to share, on ONE page: combined balance, profit, growth and drawdown, a monthly growth strip, by EA and by symbol, how your accounts move together, and every deposit an
Apollo Forex Systems
SR Liquidity. XAUUSD M1. By the way, we have an active SELL signal on for XAUUSD. So it seems it will be moving down for a while like the BTCUSD which I mentioned earlier.
AI Trading Intelligence
Choosing the right Forex broker is one of the most important parts of trading. Even the best trading strategy can perform poorly if the broker has bad execution, high spreads or unstable trading conditions. Professional traders always pay attention to impo

Traders Forum

Ask questions on technical analysis, discuss trading systems and improve your MQL5 programming skills to develop your own trading strategies.

Communicate and share your experience with traders from anywhere in the world, answer questions and help beginners — MQL5 Algotrading community is developing along with you.

Financial Trading Articles

Learn how to create your own technical indicators and trading robots from the huge database of articles written by expert traders.

Share your trading and programming experience with those who are new to algorithmic trading, write an article about it and earn $200. In addition, we will translate your article to ten languages.

preview
Building a Two-Pole Momentum Oscillator in MQL5

Building a Two-Pole Momentum Oscillator in MQL5

We build a Two‑Pole Momentum Oscillator in MQL5 that measures deviation from a 25‑period SMA, normalizes it by its mean and standard deviation, and smooths the result with two EMA‑style passes. The code defines inputs, buffers, warm‑up and recalculation logic, signal rules, and colorized plots, and derives dynamic targets from the 100‑period average range. It helps detect momentum shifts around the zero line and display price levels tied to recent volatility.
preview
Weibull Reliability Analysis for Strategy Lifespan: Estimating When an EA Is Likely to "Fail"

Weibull Reliability Analysis for Strategy Lifespan: Estimating When an EA Is Likely to "Fail"

We implement a native Weibull maximum-likelihood fit in MQL5 and use it to model strategy wear-out from trade history. Failures are defined as the rolling profit factor dropping below a floor, producing lifetimes in trades. The article wires a survival-based governor into an EA and a companion indicator, so you can estimate conditional survival over the next N trades and apply explicit retirement thresholds with cooldown.
preview
Building a FIFO-Compliant Position Management Layer for NFA-Regulated MQL5 Accounts

Building a FIFO-Compliant Position Management Layer for NFA-Regulated MQL5 Accounts

This article shows how to make EA close operations comply with broker-enforced FIFO (ACCOUNT FIFO CLOSE) on hedging accounts, so naive exits stop failing. It introduces CFifoPositionQueue to order an EA's own tickets by time and CFifoComplianceGuard to execute closes in two modes: strict reject or auto-cascade, with optional per-direction scope. The guard re-verifies eligibility before each step, normalizes volumes, and inspects real server retcodes. You get reusable code, tests, and clear limits.
preview
Uncertainty as a Model (Part 6): Multiple Regression and Diagnostics

Uncertainty as a Model (Part 6): Multiple Regression and Diagnostics

A practical introduction to multiple regression with deterministic factors for financial time series. Topics covered include the formulation and matrix form of ordinary least squares (OLS), residual diagnostics, EDA/CDA, R-squared and adjusted R-squared, the F-test, RESET, the Breusch–Pagan test, VIF, and Cook’s distance. Techniques for working with regressors are demonstrated: dummy variables, nonlinear transformations, and interaction terms. Examples involving trends, days of the week, and news help select factors and build models suitable for forecasting.
preview
How to Implement R/S Analysis and the Hurst Indicator in MQL5

How to Implement R/S Analysis and the Hurst Indicator in MQL5

The Hurst exponent indicator for MQL5 is based on R/S analysis using OLS regression in log-log space. The theoretical basis is the findings of Gatheral–Jaisson–Rosenbaum (2014), according to which volatility follows fractional Brownian motion with H ≈ 0.10. The indicator estimates H within a moving window, identifies anti-persistent (H < 0.3), neutral, and trending (H > 0.5) market regimes, colors the line, and triggers an alert upon a regime change, helping you choose a strategy type and manage risk.
preview
Per-Setup Trade Ledger in MQL5: Find Out Which of Your EA's Entries Is Losing Money

Per-Setup Trade Ledger in MQL5: Find Out Which of Your EA's Entries Is Losing Money

Most EAs trade more than one setup, yet the Strategy Tester judges them all by a single equity curve. CSetupLedger is a small MQL5 class that stores each trade's setup in its magic number and rebuilds the per-setup record from the account's deal history, so a restart never wipes it. It compares a Wilson interval of each setup's win rate with the breakeven rate implied by that setup's own average win and loss, and gives no verdict before 30 closed trades. Each setup ends up trusted, rejected or still undecided. In two backtests the per-setup totals match the tester exactly. Full source and two working EAs are attached.
preview
Property-Based Testing for Trading Rules in MQL5 (Part 1): Generate Market Scenarios, Test Invariants, Find Edge Cases

Property-Based Testing for Trading Rules in MQL5 (Part 1): Generate Market Scenarios, Test Invariants, Find Edge Cases

Property-based tests exercise a sizing rule across thousands of generated scenarios instead of a few hand-picked cases. A deterministic MQL5 runner creates seeded symbol contracts, checks eight risk-volume properties, and writes text and CSV reports for reproducible evidence. A second script intentionally rounds volume the wrong way, replays the failing seed, and shrinks the counterexample to the half-step boundary, making the defect minimal and diagnosable.
preview
Neural Networks in Practice: When to Use an Artificial Neuron and How It Works in MQL5

Neural Networks in Practice: When to Use an Artificial Neuron and How It Works in MQL5

We implemented a neuron in MQL5 that was trained using stochastic gradient descent and compared its loss function to that of linear regression. Using code and graphs, we demonstrate how normalization, the choice of learning rate, and the structure of the problem affect convergence. This article provides guidance on debugging the training process, interpreting error behavior, and selecting the appropriate architecture or activation function.
preview
From Basic to Intermediate: Subwindows (I)

From Basic to Intermediate: Subwindows (I)

In this article, we'll start exploring how to work with subwindows in MetaTrader 5 using MQL5. This is a broad topic with several practical aspects that may prove challenging, so we'll start with a brief introduction. And yet, dear reader, it’s important that you understand what we’re going to discuss here, because it could play an important role in your future.