Published article "Integrate Your Own LLM into EA (Part 2): Example of Environment Deployment".
With the rapid development of artificial intelligence today, language models (LLMs) are an important part of artificial intelligence, so we should think about how to integrate powerful LLMs into our algorithmic trading. For most people, it is difficult to fine-tune these powerful models according to their needs, deploy them locally, and then apply them to algorithmic trading. This series of articles will take a step-by-step approach to achieve this goal.
Published article "Neural networks made easy (Part 41): Hierarchical models".
The article describes hierarchical training models that offer an effective approach to solving complex machine learning problems. Hierarchical models consist of several levels, each of which is responsible for different aspects of the task.
The most downloaded free products:
Bestsellers in the Market:
New publications in CodeBase
- Simple Support and Resistance Simple Support, Resistance, and Mid-Line boilerplate
- Range Ratio Indicator shows histogram of ratio of sum of lower time frame ranges to current timeframe bar range
Published article "Neural networks made easy (Part 40): Using Go-Explore on large amounts of data".
This article discusses the use of the Go-Explore algorithm over a long training period, since the random action selection strategy may not lead to a profitable pass as training time increases.
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?
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.
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.
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.
Most downloaded source codes this week
- Donchian Channel Scalping Strategy EA A Donchian Channel Strategy breakout EA Scalper. Best results at H1.
- Trend Predictor New level of trend prediction!
- Super Scalper EMAs Low risk, max profit, winning strategy EA. Based upon Super Scalper EMAs indicator
The most popular forum topics:
- VPS icon is gray, doesn't work! 18 new comments
- Pair trading and multicurrency arbitrage. The showdown. 12 new comments
- Can't Plot Arrows 10 new comments
Bestsellers in the Market:
New publications in CodeBase
- Simplest CSV file reader Provide simplest class to read and parse CSV file
- MT5 CCI with shift parameter The default CCI in MT5 doesn't have the shift parameter. This script implements the shift.
The most downloaded free products:
Bestsellers in the Market:
The most downloaded free products:
Bestsellers in the Market:
New publications in CodeBase
- Smooth Algorithms - Corrected/Modified - library for MetaTrader 5 Smooth Algorithms fixed version plus Trade Algorithms plus full operational EA, plus two indicators . So you will get complete project where you be able to see example how to use and implement this libraries
- M4HA Trend indicator based on the intersection of adaptive HMA and its smoothed line. I recommend using it together with the flat indicator to determine the beginning of a trend early
The most popular forum topics:
- Pair trading and multicurrency arbitrage. The showdown. 32 new comments
- 'CopyRates' Error 8 new comments
- Expert advisor state 7 new comments
Published article "Structures in MQL5 and methods for printing their data".
In this article we will look at the MqlDateTime, MqlTick, MqlRates and MqlBookInfo strutures, as well as methods for printing data from them. In order to print all the fields of a structure, there is a standard ArrayPrint() function, which displays the data contained in the array with the type of the handled structure in a convenient tabular format.
Bestsellers in the Market:
The most downloaded free products:
19 new signals now available for subscription:
Growth: | 1 293.52 | % |
Equity: | 138 350.00 | USD |
Balance: | 128 886.00 | USD |
Published article "Discrete Hartley transform".
In this article, we will consider one of the methods of spectral analysis and signal processing - the discrete Hartley transform. It allows filtering signals, analyzing their spectrum and much more. The capabilities of DHT are no less than those of the discrete Fourier transform. However, unlike DFT, DHT uses only real numbers, which makes it more convenient for implementation in practice, and the results of its application are more visual.
Published article "Integrate Your Own LLM into EA (Part 1): Hardware and Environment Deployment".
With the rapid development of artificial intelligence today, language models (LLMs) are an important part of artificial intelligence, so we should think about how to integrate powerful LLMs into our algorithmic trading. For most people, it is difficult to fine-tune these powerful models according to their needs, deploy them locally, and then apply them to algorithmic trading. This series of articles will take a step-by-step approach to achieve this goal.
Published article "Learn how to deal with date and time in MQL5".
A new article about a new important topic which is dealing with date and time. As traders or programmers of trading tools, it is very crucial to understand how to deal with these two aspects date and time very well and effectively. So, I will share some important information about how we can deal with date and time to create effective trading tools smoothly and simply without any complicity as much as I can.
The most downloaded free products:
Bestsellers in the Market:
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.
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.
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.
Most downloaded source codes this month
- MaybeAwo EA a Versatile automated trading tool for the MetaTrader 4 platform. This EA is designed to assist traders in managing their positions effectively by offering features such as setting a breakeven point, trailing stop, stop loss, and take profit levels. It works with various input parameters, allowing you to customize its behavior to fit your trading strategy.
- Ranged Grid Bot EA with pending orders The EA created sell/buy limit orders according to: - Grid number of orders - Trading range (computed automatically by uwing weekly highs and lows) - Current price
- Trade Sessions Indicator This indicator is based on DRAW_FILLING buffers. The input parameters are absent, the TimeTradeServer(), TimeGMT() functions are used.