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The Matrix

Matrix is the foundation of complex trading algorithms as it helps you perform complex calculations effortlessly and without the need for too much computation power, It's no doubt that matrix has made possible many of the calculations in modern computers as we all know that bits of information are stored in array forms in our computer memory RAM,
Using some of the functions in this library I was able to create machine learning robots that could take on a large number of inputs
To use this library effectively, some mathematical knowledge about linear algebra is required


Read the Docs

Full documentation of the library is linked here https://www.mql5.com/en/blogs/post/750249


Step o1: Importing the Functions

The Functions inside this library are easy to use and one can understand them at a glance

#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

Why Buy this Library

  • Development support
  • Carefully debugged code for the complex programs you care about
  •  I'm open-minded to new features and am willing to fix issues whenever you found one 

Satisfaction Guaranteed

The Library is currently priced at 35$ because it is the early version, the price will occasionally be increased as the library gets updated



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Questa libreria ti consentirà di gestire le operazioni utilizzando qualsiasi tuo EA ed è molto facile da integrare su qualsiasi EA, cosa che puoi fare tu stesso con il codice script menzionato nella descrizione e anche esempi demo su video che mostrano il processo completo. - Ordini con limite di posizionamento, limite SL e limite di take profit - Ordini di mercato, mercato SL, mercato TP - Modifica ordine limite - Annulla Ordine - Interroga gli ordini - Cambia leva, margine
GetFFEvents MT5 I tester capability
Hans Alexander Nolawon Djurberg
Want to get all events like Previous/Forecast/Actual values for each news to analyze/predict it? By this simple library you can do it easily,Just import/integrate the library into your system,then get all possible values for each news   Even In Strategy Tester   . Note: Please add the address " https://www.forexfactory.com/ " of news feed at your MT5 tab > Tools > Options > Expert Advisors > Check Allow web request for listed URL. Since the WebRequest() function can't be called from indicator ba
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
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
BitMEX Trading API
Romeu Bertho
5 (1)
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,
Altri dall’autore
Thanos BETA
Omega J Msigwa
4.29 (7)
Panoramica    Thanos EA BETA è un bot di trading avanzato che sfrutta tecnologie all'avanguardia di intelligenza artificiale e apprendimento automatico, progettato specificamente per applicazioni di trading. Dotato di algoritmi moderni di intelligenza artificiale e apprendimento profondo, questo EA offre capacità predittive superiori, superando molti modelli esistenti nel settore. Questa versione beta gratuita è un ambiente di sviluppo in cui integro continuamente nuove funzionalità ed esperi
FREE
Informazioni sull'indicatore Questo indicatore si basa sulle simulazioni Monte Carlo sui prezzi di chiusura di uno strumento finanziario. Per definizione, Monte Carlo è una tecnica statistica utilizzata per modellare la probabilità di diversi risultati in un processo che coinvolge numeri casuali basati su risultati osservati in precedenza. Come funziona? Questo indicatore genera diversi scenari di prezzo per un titolo modellando i cambiamenti di prezzo casuali nel tempo sulla base dei dati sto
Thanos PRO
Omega J Msigwa
Costruito utilizzando modelli di machine learning moderni, LightGBM e Reti Neurali Profonde, questo EA è un capolavoro per rilevare segnali di trading su EURUSD e aprire operazioni con maggiore precisione. Questo robot di trading è stato addestrato per il simbolo EURUSD, non aspettarti che funzioni correttamente e fornisca risultati simili per altri simboli. Requisiti Broker:    Qualsiasi broker, preferito ECN/ZERO Spread Tipo di conto: Hedging Leva:   da 1:200 Deposito:   min. 500 $ Simbolo
Optimus PrimeX
Omega J Msigwa
Optimus PrimeX: Eleva la Tua Esperienza di Trading su NASDAQ! Libera la potenza di Optimus PrimeX, un sofisticato robot di trading progettato con cura per navigare nel dinamico mondo dei mercati finanziari. Costruito su una strategia di trend following e permeato di intelligenza artificiale, questo consulente esperto è stato sviluppato per sfruttare la natura rialzista a lungo termine dell'indice NASDAQ. Analisi Strategica su Diversi Timeframe Optimus PrimeX esegue un'analisi completa su timefra
Probability-Based Indicator This indicator analyses price movements of a given period to obtain crucial information for probability distribution analysis such as their mean and standard deviation, Once it has such piece of information it does all the necessary calculations and finally calculates the probability that the current market value will go above or below the given period bars. Since this indicator effectively leverages the power of probability which doesn't lie, It is a powerful indicat
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
Linear regression AI powered Indicator: Linear regression is a simple yet effective AI technique that is the foundation of complex neural networks, This indicator is built based on linear regression analysis and tries to make predictions on the upcoming event in the market Inputs : train_bars: This controls the number of bars that the price information will be collected and used to train the AI inside it, The greater this value the better also the slower the indicator becomes during initializati
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Versione 2.50 2022.08.20
Matrix Get column and Remove column bugs fixed
Versione 2.30 2022.08.19
Bugs fixed
Functions added
Library has been much more simplified in terms of usage