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The Matrix

Matrix es la base de algoritmos comerciales complejos, ya que lo ayuda a realizar cálculos complejos sin esfuerzo y sin la necesidad de demasiada potencia de cálculo. No hay duda de que Matrix ha hecho posible muchos de los cálculos en las computadoras modernas, ya que todos sabemos que los bits de información son almacenados en forma de matriz en la memoria RAM de nuestra computadora,

Al usar algunas de las funciones de esta biblioteca, pude crear robots de aprendizaje automático que podían aceptar una gran cantidad de entradas.

Para usar esta biblioteca de manera efectiva, se requieren algunos conocimientos matemáticos sobre álgebra lineal.


Leer los documentos

La documentación completa de la biblioteca está vinculada aquí https://www.mql5.com/en/blogs/post/750249


Paso o1: Importación de las funciones

Las funciones dentro de esta biblioteca son fáciles de usar y se pueden entender de un vistazo

#import "The Matrix.ex5"

         void   CSVToMatrix(double &Matrix[],int &mat_rows,int &mat_cols,string csv_file,string sep=",");
         bool   IsMatrixSquare(double &Matrix[]);
         void   MatrixDetectType(double &Matrix[],int rows,int &__r__,int &__c__);
         void   MatrixMultiply(double &A[],double &B[],double &AxBMatrix[], int colsA,int rowsB,int &new_rows,int &new_cols);
         void   MatrixPrint(double &Matrix[],int cols,int digits=5);
         void   MatrixDuplicate(double &Matr[],int times);                 
         
         void   MatrixGetColumn(double &Matrix[],int column,int &cols);
         void   MatrixRemoveColumn(double &Matrix[],int column,int &cols);
         void   MatrixRemoveRowWithContent(string &dataArr[], string content_detect, int cols);
         
         void   MatrixTranspose(double &Matrix[], int &mat_cols);
         void   MatrixUnTranspose(double &Matrix[], int to_cols);
         
         void   MatrixInverse(double &Matrix[]);
         void   Gauss_JordanInverse(double &Matrix[],int mat_order);
                  
#import

Por qué comprar esta biblioteca

  • Apoyo al desarrollo
  • Código cuidadosamente depurado para los programas complejos que le interesan
  • Tengo una mente abierta a las nuevas funciones y estoy dispuesto a solucionar los problemas cada vez que encuentre uno.

Satisfacción garantizada

La biblioteca tiene un precio actual de 35 $ porque es la versión anterior, el precio aumentará ocasionalmente a medida que se actualice la biblioteca

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这段代码是一个简单的交易专家顾问(Expert Advisor)示例,主要功能如下: 使用两个移动平均线(MA)作为交易信号: 快速MA(FastMA)和慢速MA(SlowMA) 初始化函数(OnInit): 创建两个MA指标句柄 设置数组为时间序列模式 清理函数(OnDeinit): 释放指标句柄,防止内存泄漏 主要交易逻辑(OnTick): 获取最新的MA值 判断趋势和交易信号 在无持仓时执行交易 交易规则: 上升趋势+买入信号时开多单 下降趋势+卖出信号时开空单 使用固定的止损和止盈点数 风险管理: 使用输入参数设置交易手数、止损和止盈 每次只允许一个持仓(inTrade变量) 使用MQL5的Trade库进行交易操作,简化了下单过程 这个EA适合初学者学习,展示了基本的EA结构和简单的交易策略实现方法。但在实际使用前,还需要进行更多的测试和优化。
The library is dedicated to help manage your trades, calculate lot, trailing, partial close and other functions. Lot Calculation Mode 0: Fixed Lot. Mode 1: Martingale Lot (1,3,5,8,13) you can use it in different way calculate when loss=1 ,when profit=0. Mode 2: Multiplier Lot (1,2,4,8,16) you can use it in different way calculate when loss=1 ,when profit=0. Mode 3: Plus Lot (1,2,3,4,5) you can use it in different way calculate when loss=1 ,when profit=0. Mode 4: SL/Risk Lot calculate based on
WalkForwardOptimizer MT5
Stanislav Korotky
3.86 (7)
WalkForwardOptimizer library allows you to perform rolling and cluster walk-forward optimization of expert advisers (EA) in MetaTrader 5. To use the library include its header file WalkForwardOptimizer.mqh into your EA source code, add call provided functions as appropriate. Once the library is embedded into EA, you may start optimization according to the procedure described in the User guide . When it's finished, intermediate results are saved into a CSV file and some special global variables.
Native Websocket
Racheal Samson
5 (5)
An   easy to use, fast,  asynchronous   WebSocket library  for MQL5. It supports: ws://   and   wss://  (Secure "TLS" WebSocket) text   and   binary   data It handles: fragmented message  automatically (large data transfer) ping-pong   frames  automatically (keep-alive handshake) Benefits: No DLL required. No OpenSSL installation required. Up to 128 WebSocket Connections from a single program. Various Log Levels for error tracing Can be synchronized to MQL5 Virtual Hosting . Completely native to
Esta biblioteca le permitirá gestionar operaciones utilizando cualquiera de sus EA y es muy fácil de integrar en cualquier EA, lo que puede hacer usted mismo con el código de secuencia de comandos que se menciona en la descripción y también ejemplos de demostración en video que muestran el proceso completo. - Órdenes de límite de colocación, límite de SL y límite de obtención de ganancias - Realizar órdenes de Mercado, SL-Market, TP-Market - Modificar orden límite - Cancelar orden
MetaCOT 2 CFTC ToolBox MT5
Vasiliy Sokolov
3.67 (3)
MetaCOT 2 CFTC ToolBox is a special library that provides access to CFTC (U.S. Commodity Futures Trading Commission) reports straight from the MetaTrader terminal. The library includes all indicators that are based on these reports. With this library you do not need to purchase each MetaCOT indicator separately. Instead, you can obtain a single set of all 34 indicators including additional indicators that are not available as separate versions. The library supports all types of reports, and prov
AO Core
Andrey Dik
3 (2)
AO Core is the core of the optimization algorithm, it is a library built on the author's HMA (hybrid metaheuristic algorithm) algorithm. Pay attention to the MT5 Optimization Booster product , which makes it very easy to manage the regular MT5 optimizer . An example of using AO Core is described in the article: https://www.mql5.com/ru/articles/14183 https://www.mql5.com/en/blogs/post/756510 This hybrid algorithm is based on a genetic algorithm and contains the best qualities and properties of
This is a simplified and effective version of the library for walk forward analysis of trading experts. It collects data about the expert's trade during the optimization process in the MetaTrader tester and stores them in intermediate files in the "MQL5\Files" directory. Then it uses these files to automatically build a cluster walk forward report and rolling walk forward reports that refine it (all of them in one HTML file). Using the WalkForwardBuilder MT5 auxiliary script allows building othe
Cryptocurrency analysis has never been easier with Crypto Charts for MetaTrader 5. Now, trading on BitMEX has never been easier with BitMEX Trading API for MetaTrader 5. BitMEX Trading API library was built to be as easy to use as possible. Just include the library into your Expert Advisor or Script, call the corresponding methods and start trading! Features Trade on BitMEX and BitMEX Testnet. Build and automate your strategies. Concern more with the trading strategy logic and less with the c
Teclado trader, é uma BIBLIOTECA que você pode chamar no OnChartEvent para abrir posição de compra/venda/zerar, os botões padrões são: V = venda C = compra Z = zerar posições a mercado S = zerar posições opostas e depois a mercado X = zerar posições opostas Além da função de teclado, é possível mostrar os estados do ExpertAdvisor usando o MagicId, com informação de: lucro mensal, semanal, diario, e posição aberta, para isto use o OnTick, ou qualquer outro evento (OnTimer / OnTrade / OnBookEv
Goliath Mt5
Nicolokondwani Biscaldi
Goliath MT5 - scalper fully automated Expert Advisor for medium-volatile forex markets P roperties: The Library trades 10 currency pairs (USDCHF, EURCHF, EURGBP, AUDUSD, USDCAD, GBPUSD, EURUSD, NZDUSD, CADCHF, EURAUD, EURCAD, AUDJPY) The Library does not use martingale The Library sets a fixed stop loss and take profit for all orders The Library only trades a user input volume The Library can be installed on any currency pair and any timeframe Recommendations: Before using on a real account,
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Thanos BETA
Omega J Msigwa
4.29 (7)
Descripción general   Thanos EA BETA es un bot de trading avanzado que utiliza tecnologías de vanguardia en inteligencia artificial y aprendizaje automático, diseñado específicamente para aplicaciones de trading. Equipado con algoritmos de inteligencia artificial modernos y de aprendizaje profundo, este EA ofrece capacidades predictivas superiores, superando a muchos modelos existentes en el campo. Esta versión beta gratuita es un entorno de desarrollo en el que continuamente integro nuevas f
FREE
Construido utilizando modelos modernos de aprendizaje automático como LightGBM y redes neuronales profundas, este EA es una obra maestra para detectar señales de trading en EURUSD y abrir operaciones con mayor precisión. Este robot de trading fue entrenado para el símbolo EURUSD, no esperes que funcione correctamente y ofrezca resultados similares para otros símbolos. Requisitos Broker:    Cualquier Broker, preferiblemente ECN/spread cero Tipo de cuenta: Hedging Apalancamiento:   a partir de
Optimus PrimeX: Elevando tu Experiencia de Trading en NASDAQ Desata el poder de Optimus PrimeX, un sofisticado robot de trading para NASDAQ meticulosamente diseñado para navegar el dinámico mundo de los mercados financieros. Construido sobre una estrategia de seguimiento de tendencias e impregnado de Inteligencia Artificial, este asesor experto está diseñado para aprovechar la naturaleza alcista a largo plazo del índice NASDAQ. Análisis Estratégico en Múltiples Marcos Temporales Optimus PrimeX r
Indicador basado en probabilidad Este indicador analiza los movimientos de precios de un período determinado para obtener información crucial para el análisis de distribución de probabilidad, como su media y desviación estándar. Una vez que tiene dicha información, realiza todos los cálculos necesarios y finalmente calcula la probabilidad de que el valor de mercado actual se vaya. por encima o por debajo de las barras de período dadas. Dado que este indicador aprovecha efectivamente el poder
This is standard library built for flexible neural Networks with performance in mind. Calling this Library is so simple and takes few lines of code:    matrix Matrix = matrix_utils.ReadCsv( "Nasdaq analysis.csv" );       matrix x_train, x_test;    vector y_train, y_test;         matrix_utils.TrainTestSplitMatrices(Matrix,x_train,y_train,x_test,y_test, 0.7 , 42 );    reg_nets = new CRegressorNets(x_train,y_train,AF_RELU_,HL, NORM_MIN_MAX_SCALER); //INitializing network       reg_nets.RegressorN
Indicador impulsado por IA de regresión lineal: La regresión lineal es una técnica de inteligencia artificial simple pero efectiva que es la base de redes neuronales complejas. Este indicador se basa en un análisis de regresión lineal e intenta hacer predicciones sobre el próximo evento en el mercado. Entradas: train_bars: Esto controla la cantidad de barras en las que se recopilará la información de precios y se usará para entrenar la IA dentro de ella. Cuanto mayor sea este valor, mejor y
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Versión 2.50 2022.08.20
Matrix Get column and Remove column bugs fixed
Versión 2.30 2022.08.19
Bugs fixed
Functions added
Library has been much more simplified in terms of usage