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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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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)
Aperçu   Thanos EA BETA est un bot de trading avancé utilisant des technologies de pointe en intelligence artificielle et apprentissage automatique, spécialement conçu pour les applications de trading. Équipé d'algorithmes modernes d'IA et d'apprentissage profond, cet EA offre des capacités prédictives supérieures, surpassant de nombreux modèles existants dans le domaine. Cette version bêta gratuite est un environnement de développement où j'intègre continuellement de nouvelles fonctionnalité
FREE
Thanos PRO
Omega J Msigwa
Construit en utilisant des modèles modernes de machine learning, LightGBM et réseaux neuronaux profonds, cet EA est un chef-d'œuvre pour détecter les signaux de trading sur EURUSD et ouvrir des transactions avec une plus grande précision. Ce robot de trading a été formé pour le symbole EURUSD, ne vous attendez pas à ce qu'il fonctionne correctement et produise des résultats similaires pour d'autres symboles. Exigences Broker:    N'importe quel broker, ECN/ZERO Spread préféré Type de compte:
Optimus PrimeX
Omega J Msigwa
Optimus PrimeX : Élevez votre expérience de trading sur le NASDAQ ! Libérez la puissance d'Optimus PrimeX, un robot de trading sophistiqué conçu méticuleusement pour naviguer dans le monde dynamique des marchés financiers. Construit sur une stratégie de suivi de tendance et imprégné d'intelligence artificielle, cet expert-conseil a été développé pour exploiter la nature haussière à long terme de l'indice NASDAQ. Analyse stratégique sur plusieurs périodes Optimus PrimeX effectue une analyse appr
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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Version 2.50 2022.08.20
Matrix Get column and Remove column bugs fixed
Version 2.30 2022.08.19
Bugs fixed
Functions added
Library has been much more simplified in terms of usage