The most popular forum topics:
- Machine learning in trading: theory, models, practice and algo-trading 47 new comments
- Pair trading and multicurrency arbitrage. The showdown. 28 new comments
- Features of the mql5 language, subtleties and tricks 12 new comments
Published article "Using optimization algorithms to configure EA parameters on the fly".
![Using optimization algorithms to configure EA parameters on the fly](https://c.mql5.com/2/70/Using_optimization_algorithms_to_configure_EA_parameters_on_the_fly____LOGO.png)
The article discusses the practical aspects of using optimization algorithms to find the best EA parameters on the fly, as well as virtualization of trading operations and EA logic. The article can be used as an instruction for implementing optimization algorithms into an EA.
Published article "MQL5 Wizard Techniques you should know (Part 22): Conditional GANs".
![MQL5 Wizard Techniques you should know (Part 22): Conditional GANs](https://c.mql5.com/2/80/MQL5_Wizard_Techniques_you_should_know_Part_22____LOGO.png)
Generative Adversarial Networks are a pairing of Neural Networks that train off of each other for more accurate results. We adopt the conditional type of these networks as we look to possible application in forecasting Financial time series within an Expert Signal Class.
The most downloaded free products:
Bestsellers in the Market:
The most downloaded free products:
Bestsellers in the Market:
The most popular forum topics:
- Machine learning in trading: theory, models, practice and algo-trading 52 new comments
- Pair trading and multicurrency arbitrage. The showdown. 40 new comments
- Memory exception 10 new comments
Published article "Neural networks made easy (Part 73): AutoBots for predicting price movements".
![Neural networks made easy (Part 73): AutoBots for predicting price movements](https://c.mql5.com/2/64/Neural_networks_are_easy_jPart_73u__AutoBots_for_predicting_price_movement_LOGO.png)
We continue to discuss algorithms for training trajectory prediction models. In this article, we will get acquainted with a method called "AutoBots".
The most downloaded free products:
Most read articles this month
![How to purchase a trading robot from the MetaTrader Market and to install it?](https://c.mql5.com/2/0/MQL5_market__1.png)
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.
![MetaTrader 5 on Linux](https://c.mql5.com/2/0/linux5.png)
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](https://c.mql5.com/2/0/avatar_test_mql5_market.png)
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
- Candle Time End and Spread The indicator displays the current spread and the time till closing the bar (candlestick) at the same time.
- Geometric Moving Average MQL5 version of geometric moving average.
- Examples from the book "Neural networks for algorithmic trading with MQL5" The book "Neural networks in algorithmic trading with MQL5" is a comprehensive guide, covering both the theoretical foundations of artificial intelligence and neural networks and practical aspects of their application in financial trading using the MQL5 programming language.
Bestsellers in the Market:
Published article "Neural networks made easy (Part 72): Trajectory prediction in noisy environments".
![Neural networks made easy (Part 72): Trajectory prediction in noisy environments](https://c.mql5.com/2/64/Neural_networks_made_easy_6Part_72m__Predicting_trajectories_in_the_presence_of_noise___LOGO-FNYbN4B.png)
The quality of future state predictions plays an important role in the Goal-Conditioned Predictive Coding method, which we discussed in the previous article. In this article I want to introduce you to an algorithm that can significantly improve the prediction quality in stochastic environments, such as financial markets.
Published article "News Trading Made Easy (Part 2): Risk Management".
![News Trading Made Easy (Part 2): Risk Management](https://c.mql5.com/2/79/News_Trading_Made_Easy_Part_2_____LOGO.png)
In this article, inheritance will be introduced into our previous and new code. A new database design will be implemented to provide efficiency. Additionally, a risk management class will be created to tackle volume calculations.
Published article "Reimagining Classic Strategies: Crude Oil".
![Reimagining Classic Strategies: Crude Oil](https://c.mql5.com/2/79/Reimagining_Classic_Strategies____Crude_Oil____LOGO___5.png)
In this article, we revisit a classic crude oil trading strategy with the aim of enhancing it by leveraging supervised machine learning algorithms. We will construct a least-squares model to predict future Brent crude oil prices based on the spread between Brent and WTI crude oil prices. Our goal is to identify a leading indicator of future changes in Brent prices.
The most downloaded free products:
Bestsellers in the Market:
The most popular forum topics:
- Gallery of UIs written in MQL 41 new comments
- I have 2 subscribers but it only shows that I have 1 ? 16 new comments
- Machine learning in trading: theory, models, practice and algo-trading 14 new comments
Published article "Developing a multi-currency Expert Advisor (Part 2): Transition to virtual positions of trading strategies".
![Developing a multi-currency Expert Advisor (Part 2): Transition to virtual positions of trading strategies](https://c.mql5.com/2/69/Developing_a_multi-currency_advisor_0Part_1g___LOGO__3.png)
Let's continue developing a multi-currency EA with several strategies working in parallel. Let's try to move all the work associated with opening market positions from the strategy level to the level of the EA managing the strategies. The strategies themselves will trade only virtually, without opening market positions.
The most downloaded free products:
Bestsellers in the Market:
Most read articles this week
![How to purchase a trading robot from the MetaTrader Market and to install it?](https://c.mql5.com/2/0/MQL5_market__1.png)
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.
![MetaTrader 5 on Linux](https://c.mql5.com/2/0/linux5.png)
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](https://c.mql5.com/2/0/avatar_test_mql5_market.png)
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 week
- 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.
- Candle Time End and Spread The indicator displays the current spread and the time till closing the bar (candlestick) at the same time.
- Breakout Strategy with Prop Firm Helper Functions This is an update of the "Simple Yet Effective Breakout Strategy". In this code, I have added some helper functions for prop firm challenges.
Bestsellers in the Market:
The most downloaded free products:
The most popular forum topics:
- Gallery of UIs written in MQL 77 new comments
- Machine learning in trading: theory, models, practice and algo-trading 24 new comments
- Is there one more scale option in chart or any solution? 16 new comments