Articles, Library comments

Check out the new article: Neural networks made easy (Part 57): Stochastic Marginal Actor-Critic (SMAC) . Here I will consider the fairly new Stochastic Marginal Actor-Critic (SMAC) algorithm, which allows building latent variable policies within the framework of entropy maximization. When building

Dealing with time (2) functions : Calculate DST for USA, EUR, AUD and RUB and the offset time of the broker from the 70's until 2030 and the automatically even in the Strategy Tester of MQ. Author: Carl Schreiber

Check out the new article: Neural networks made easy (Part 68): Offline Preference-guided Policy Optimization . Since the first articles devoted to reinforcement learning, we have in one way or another touched upon 2 problems: exploring the environment and determining the reward function. Recent

Check out the new article: Developing a Replay System (Part 36): Making Adjustments (II) . One of the things that can make our lives as programmers difficult is assumptions. In this article, I will show you how dangerous it is to make assumptions: both in MQL5 programming, where you assume that the

Check out the new article: How to build and optimize a volatility-based trading system (Chaikin Volatility - CHV) . In this article, we will provide another volatility-based indicator named Chaikin Volatility. We will understand how to build a custom indicator after identifying how it can be used

Check out the new article: Population optimization algorithms: Micro Artificial immune system (Micro-AIS) . The article considers an optimization method based on the principles of the body's immune system - Micro Artificial Immune System (Micro-AIS) - a modification of AIS. Micro-AIS uses a simpler

Check out the new article: Developing a Replay System (Part 35): Making Adjustments (I) . Before we can move forward, we need to fix a few things. These are not actually the necessary fixes but rather improvements to the way the class is managed and used. The reason is that failures occurred due to

Check out the new article: Build Self Optmising Expert Advisors in MQL5 . Build Expert Advisors that look forward and adjust themselves to any market. Self-optimizing automated systems are essential in today's dynamic financial markets. Developing a trading bot that can adjust to current market

Check out the new article: Building A Candlestick Trend Constraint Model (Part 1): For EAs And Technical Indicators . This article is aimed at beginners and pro-MQL5 developers. It provides a piece of code to define and constrain signal-generating indicators to trends in higher timeframes. In this

Check out the new article: Creating a market making algorithm in MQL5 . How do market makers work? Let's consider this issue and create a primitive market-making algorithm. Many people think that a market maker does not bear any risks at all. However, this is not the case. The main risk of a market

Check out the new article: A Generic Optimization Formulation (GOF) to Implement Custom Max with Constraints . In this article we will present a way to implement optimization problems with multiple objectives and constraints when selecting "Custom Max" in the Setting tab of the MetaTrader 5

Check out the new article: Population optimization algorithms: Bacterial Foraging Optimization - Genetic Algorithm (BFO-GA) . The article presents a new approach to solving optimization problems by combining ideas from bacterial foraging optimization (BFO) algorithms and techniques used in the

WinSock: A WinSock library and a client/server example Author: rob

Check out the new article: Developing a Replay System (Part 34): Order System (III) . In this article, we will complete the first phase of construction. Although this part is fairly quick to complete, I will cover details that were not discussed previously. I will explain some points that many do

New article How to Post a Product in the Market is published: Publish your interesting applications in the Market, and they will be immediately available to all traders who use MetaTrader 5 worldwide. The Market is a great opportunity to earn, with an immediate transfer to the account and convenient...

Manual Backtest Bar Replay Simulator : A simple indicator which may help you in manual backtest by just moving a vertical line to show hide bars. Author: Rajesh Kumar Nait

Check out the new article: Neural networks made easy (Part 67): Using past experience to solve new tasks . In this article, we continue discussing methods for collecting data into a training set. Obviously, the learning process requires constant interaction with the environment. However, situations

A BETTER RSI : Relative Strength Index that completely removes noise, works on all markets! Author: Zoe Nsidibe Udokpan

Check out the new article: Developing an MQL5 Reinforcement Learning agent with RestAPI integration (Part 1): How to use RestAPIs in MQL5 . In this article we will talk about the importance of APIs (Application Programming Interface) for interaction between different applications and software

Check out the new article: Population optimization algorithms: Evolution Strategies, (μ,λ)-ES and (μ+λ)-ES . The article considers a group of optimization algorithms known as Evolution Strategies (ES). They are among the very first population algorithms to use evolutionary principles for finding

Determine Broker's Daylight (DST) schedule : Script to determine whether your Broker follows the US, UK or AU daylight (DST) schedule. Author: amrali

Check out the new article: Overcoming ONNX Integration Challenges . ONNX is a great tool for integrating complex AI code between different platforms, it is a great tool that comes with some challenges that one must address to get the most out of it, In this article we discuss the common issues you

FollowLine: This indicator uses Bollinger Bands lines to detect markets trend. It's a very useful tool for manual trading. Furthermore, it is possible to use the indicator with ATR as a filter, as well as the option to pop up an alert when a reverse trend occurs.  Author: Nikolaos...

Check out the new article: Developing a Replay System (Part 33): Order System (II) . Today we will continue to develop the order system. As you will see, we will be massively reusing what has already been shown in other articles. Nevertheless, you will receive a small reward in this article. First