Neural Networks Libraries
- Libraries
- Omega J Msigwa
- Version: 3.0
- Updated: 7 March 2023
- Activations: 10
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.RegressorNetsBackProp(100, 0.01, LOSS_MSE_, OPTIMIZER_NONE); //Training //--- Testing the NN vector test_pred = reg_nets.RegressorNetsFF(x_test); Print("Test Acc ",metrics.r_squared(y_test, test_pred));
Outputs:
CS 0 19:20:31.261 Regressor Nets Test (EURUSD,H1) [ Epoch 1/100 ] Cost 0.07168254 Acc 0.11997991 | Elapsed 0.017 Seconds CS 0 19:20:31.280 Regressor Nets Test (EURUSD,H1) [ Epoch 2/100 ] Cost 0.02692840 Acc 0.66940996 | Elapsed 0.019 Seconds CS 0 19:20:31.300 Regressor Nets Test (EURUSD,H1) [ Epoch 3/100 ] Cost 0.00741691 Acc 0.90894538 | Elapsed 0.020 Seconds CS 0 19:20:31.330 Regressor Nets Test (EURUSD,H1) [ Epoch 4/100 ] Cost 0.00375571 Acc 0.95389260 | Elapsed 0.029 Seconds .... CS 0 19:20:32.410 Regressor Nets Test (EURUSD,H1) [ Epoch 100/100 ] Cost 0.00035787 Acc 0.99560655 | Elapsed 0.010 Seconds CS 0 19:20:32.411 Regressor Nets Test (EURUSD,H1) Test Acc 0.994581797713619
Build complex Neural Network systems with Few Lines of MQL5 code:
What are you getting for your money: NEURAL NETS PACKAGE Including DEVELOPMENT SUPPORT.
- Pattern recognition neural Networks | NN for identifying patterns in the market
- Regression Neural Networks | Neural networks files for solving regression problems
- Kohonen Maps | Self organizing maps
Additional files:
- Data processing libraries
- Metrics and accuracy measuring libraries
- Cross validation libraries
Still skeptic?? I have an open repository for Machine Learning on my GitHub, you might wanna give it a shot https://github.com/MegaJoctan/MALE5. It also have Neural Networks capabilities but not to this level, here everything is for VIP members.
The library is always under development so the prices are due to raise with every release, Currently release is V2.5.4. Each release means the new higher price so you better get it now for this cheap price or never.
After a purchase send me a private message to get all the files, there is no way to add all of them in one product.
For an instant response reach me out on Skype | My skype id is: live:.cid.47cd4a057596030f
