Published article "Seasonality Filtering and time period for Deep Learning ONNX models with python for EA".
Can we benefit from seasonality when creating models for Deep Learning with python? Does filtering data for the ONNX models help to get better results? What time period should we use? We will cover all of this over this article.
The most downloaded free products:
The most popular forum topics:
- installation problem. 47 new comments
- AI 2023. Meet ChatGPT. 42 new comments
- Machine learning in trading: theory, models, practice and algo-trading 32 new comments
Bestsellers in the Market:
Published article "Master MQL5 from beginner to pro (Part I): Getting started with programming".
This article is an introduction to a series of articles about programming. It is assumed here that the reader has never dealt with programming before. So, this series starts from the very basics. Programming knowledge level: Absolute Beginner.
Published article "Population optimization algorithms: Intelligent Water Drops (IWD) algorithm".
The article considers an interesting algorithm derived from inanimate nature - intelligent water drops (IWD) simulating the process of river bed formation. The ideas of this algorithm made it possible to significantly improve the previous leader of the rating - SDS. As usual, the new leader (modified SDSm) can be found in the attachment.
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.
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
- Trade Sessions Indicator This indicator is based on DRAW_FILLING buffers. The input parameters are absent, the TimeTradeServer(), TimeGMT() functions are used.
- Indices Testing The EA only trades buy positions and does not use SL and TP.
- Candle Time End and Spread The indicator displays the current spread and the time till closing the bar (candlestick) at the same time.
Published article "Neural networks made easy (Part 64): ConserWeightive Behavioral Cloning (CWBC) method".
As a result of tests performed in previous articles, we came to the conclusion that the optimality of the trained strategy largely depends on the training set used. In this article, we will get acquainted with a fairly simple yet effective method for selecting trajectories to train models.
Published article "Cross-validation and basics of causal inference in CatBoost models, export to ONNX format".
The article proposes the method of creating bots using machine learning.
The most downloaded free products:
Bestsellers in the Market:
New publications in CodeBase
- Slope Entry Points Indicator based on basic slope moving average and cloud around. Indicator shows two types of signals: prepearing - dot and entry - arrow.
- Determine Broker's Daylight (DST) schedule Script to determine whether your Broker follows the US, UK or AU daylight (DST) schedule.
The most downloaded free products:
37 new signals now available for subscription:
Growth: | 320.19 | % |
Equity: | 1 000.45 | USD |
Balance: | 1 000.50 | USD |
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.
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 week
- Buy Sell Close Manual trading EA for trading newbies [@Buy_Sell_Close] Manual trading EA for trading newbies, EA can be used in backtesting visual mode, EA can also be used in live trading. You can practice your own trading system in backtesting.
- 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.
- Divergences Template Indicator This is a indicator to plot hidden and regular divergences on chart.
The most popular forum topics:
- AI 2023. Meet ChatGPT. 55 new comments
- Machine learning in trading: theory, models, practice and algo-trading 46 new comments
- How to start with MQL5 7 new comments
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 34 new comments
- VPS 27 new comments
- VPS problems 13 new comments
Published article "Trader-friendly stop loss and take profit".
Stop loss and take profit can have a significant impact on trading results. In this article, we will look at several ways to find optimal stop order values.
Published article "MQL5 Wizard Techniques you should know (Part 13): DBSCAN for Expert Signal Class".
Density Based Spatial Clustering for Applications with Noise is an unsupervised form of grouping data that hardly requires any input parameters, save for just 2, which when compared to other approaches like k-means, is a boon. We delve into how this could be constructive for testing and eventually trading with Wizard assembled Expert Advisers
Published article "How to create a simple Multi-Currency Expert Advisor using MQL5 (Part 7): ZigZag with Awesome Oscillator Indicators Signal".
The multi-currency expert advisor in this article is an expert advisor or automated trading that uses ZigZag indicator which are filtered with the Awesome Oscillator or filter each other's signals.
Published article "Developing an MQTT client for Metatrader 5: a TDD approach — Part 6".
This article is the sixth part of a series describing our development steps of a native MQL5 client for the MQTT 5.0 protocol. In this part we comment on the main changes in our first refactoring, how we arrived at a viable blueprint for our packet-building classes, how we are building PUBLISH and PUBACK packets, and the semantics behind the PUBACK Reason Codes.