Bestsellers in the Market:
15 new signals now available for subscription:
Growth: | 123.72 | % |
Equity: | 18 994.08 | USD |
Balance: | 19 001.61 | USD |
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- Load once for math calcs in tester ? 14 new comments
- Machine learning in trading: theory, models, practice and algo-trading 13 new comments
- How to check if a Magic Number is already used? 12 new comments
Published article "Causal analysis of time series using transfer entropy".
In this article, we discuss how statistical causality can be applied to identify predictive variables. We will explore the link between causality and transfer entropy, as well as present MQL5 code for detecting directional transfers of information between two variables.
Published article "Twitter Sentiment Analysis with Sockets".
This innovative trading bot integrates MetaTrader 5 with Python to leverage real-time social media sentiment analysis for automated trading decisions. By analyzing Twitter sentiment related to specific financial instruments, the bot translates social media trends into actionable trading signals. It utilizes a client-server architecture with socket communication, enabling seamless interaction between MT5's trading capabilities and Python's data processing power. The system demonstrates the potential of combining quantitative finance with natural language processing, offering a cutting-edge approach to algorithmic trading that capitalizes on alternative data sources. While showing promise, the bot also highlights areas for future enhancement, including more advanced sentiment analysis techniques and improved risk management strategies.
Published article "MQL5 Wizard Techniques you should know (Part 29): Continuation on Learning Rates with MLPs".
We wrap up our look at learning rate sensitivity to the performance of Expert Advisors by primarily examining the Adaptive Learning Rates. These learning rates aim to be customized for each parameter in a layer during the training process and so we assess potential benefits vs the expected performance toll.
Published article "Building A Candlestick Trend Constraint Model (Part 7): Refining our model for EA development".
In this article, we will delve into the detailed preparation of our indicator for Expert Advisor (EA) development. Our discussion will encompass further refinements to the current version of the indicator to enhance its accuracy and functionality. Additionally, we will introduce new features that mark exit points, addressing a limitation of the previous version, which only identified entry points.
Published article "Developing a Replay System (Part 42): Chart Trade Project (I)".
Let's create something more interesting. I don't want to spoil the surprise, so follow the article for a better understanding. From the very beginning of this series on developing the replay/simulator system, I was saying that the idea is to use the MetaTrader 5 platform in the same way both in the system we are developing and in the real market. It is important that this is done properly. No one wants to train and learn to fight using one tool while having to use another one during the fight.
Published article "Population optimization algorithms: Whale Optimization Algorithm (WOA)".
Whale Optimization Algorithm (WOA) is a metaheuristic algorithm inspired by the behavior and hunting strategies of humpback whales. The main idea of WOA is to mimic the so-called "bubble-net" feeding method, in which whales create bubbles around prey and then attack it in a spiral motion.
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Published article "Build Self Optimizing Expert Advisors With MQL5 And Python".
In this article, we will discuss how we can build Expert Advisors capable of autonomously selecting and changing trading strategies based on prevailing market conditions. We will learn about Markov Chains and how they can be helpful to us as algorithmic traders.
The most downloaded free products:
Bestsellers in the Market:
New publications in CodeBase
- Arbitrage Triangle EURGBP-EURUSD-GBPUSD by Peter Mueller The EA identifies discrepancies between theoretical and actual currency exchange rates to execute risk-minimized trading opportunities.
- Detect Friday of The First Week of The Month - To Detect NFP Day This code can detect if its a friday of the first week of the month. It is usually to detect days with NFP. Sone trader dont want to trade at that day. Maybe this code can help some one who need it
Published article "MQL5 Trading Toolkit (Part 2): Expanding and Implementing the Positions Management EX5 Library".
Learn how to import and use EX5 libraries in your MQL5 code or projects. In this continuation article, we will expand the EX5 library by adding more position management functions to the existing library and creating two Expert Advisors. The first example will use the Variable Index Dynamic Average Technical Indicator to develop a trailing stop trading strategy expert advisor, while the second example will utilize a trade panel to monitor, open, close, and modify positions. These two examples will demonstrate how to use and implement the upgraded EX5 position management library.
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Most read articles this month
How to purchase a trading robot from the MetaTrader Market and to install it?
A product from the MetaTrader Market can be purchased on the MQL5.com website or straight from the MetaTrader 4 and MetaTrader 5 trading platforms. Choose a desired product that suits your trading style, pay for it using your preferred payment method, and activate the product.
In this article, we demonstrate an easy way to install MetaTrader 5 on popular Linux versions — Ubuntu and Debian. These systems are widely used on server hardware as well as on traders’ personal computers.
How to Test a Trading Robot Before Buying
Buying a trading robot on MQL5 Market has a distinct benefit over all other similar options - an automated system offered can be thoroughly tested directly in the MetaTrader 5 terminal. Before buying, an Expert Advisor can and should be carefully run in all unfavorable modes in the built-in Strategy Tester to get a complete grasp of the system.
Most downloaded source codes this month
- Grid EA Pro A professional Grid advisor works according to RSI ( Relative Strength Index ) indicators. And has the function of Reducing the Drawdown on the account by overlapping unprofitable orders. The chart displays information about the profit. It can be a very useful tool, For manual trading.
- Trade Sessions Indicator This indicator is based on DRAW_FILLING buffers. The input parameters are absent, the TimeTradeServer(), TimeGMT() functions are used.
- Candle Time End and Spread The indicator displays the current spread and the time till closing the bar (candlestick) at the same time.
Bestsellers in the Market:
Published article "Neural networks made easy (Part 80): Graph Transformer Generative Adversarial Model (GTGAN)".
In this article, I will get acquainted with the GTGAN algorithm, which was introduced in January 2024 to solve complex problems of generation architectural layouts with graph constraints.
The most downloaded free products:
New publications in CodeBase
- Find Swing Highs Swing Lows The Swing High/Low Identifier for MetaTrader 5 marks significant swing highs and swing lows directly on your chart with color-coded arrows. This tool helps traders quickly identify key price levels, which can serve as resistance and support, and is ideal for trend reversal analysis, support and resistance mapping, and enhancing price action strategies. By highlighting these crucial swing points, it provides valuable insights for making informed trading decisions and optimizing trading strategies.
- Decision Colored Candles - MT5 higher confidence to get into trade
The most popular forum topics:
- Machine learning in trading: theory, models, practice and algo-trading 34 new comments
- Gallery of UIs written in MQL 21 new comments
- Error 4022 mql5 8 new comments
Bestsellers in the Market:
Published article "Reimagining Classic Strategies (Part II): Bollinger Bands Breakouts".
This article explores a trading strategy that integrates Linear Discriminant Analysis (LDA) with Bollinger Bands, leveraging categorical zone predictions for strategic market entry signals.
Published article "Hybridization of population algorithms. Sequential and parallel structures".
Here we will dive into the world of hybridization of optimization algorithms by looking at three key types: strategy mixing, sequential and parallel hybridization. We will conduct a series of experiments combining and testing relevant optimization algorithms.
Published article "Combine Fundamental And Technical Analysis Strategies in MQL5 For Beginners".
In this article, we will discuss how to integrate trend following and fundamental principles seamlessly into one Expert Advisors to build a strategy that is more robust. This article will demonstrate how easy it is for anyone to get up and running building customized trading algorithms using MQL5.