About: A program to create, train, test, and export artificial Neural Networks.
To create and train a new Neural Network you must have two files: "topology.nn" & "learningdata.nn" You can do that simply by executing the "createfiles.exe" program!
In the first line of the topology file you must state how many layers deep you want your Neural Network to be (N). The second line must contain N integers (one for every layer) that state how many Neurons you want each layer to have. For example:
4 The Neural Network is going to have 4 layers
4 5 3 2 The first layer is going to have 4 Neurons, the second layer 5 the third layer 3 and so on... After the "topology.nn" file is created you must edit the "learningdata.nn" file.
In the first line of the learningdata you must state: How large (N) your data set is (see example), how many inputs you give (I) and how many target outputs you give (O).
The rest N lines contain inputs and outputs. Example:
4 2 1 The dataset has 4 lines of training data and each line has 2 inputs(I) and 1 target output(O)
1 1 0 The first line of training data has the inputs 1 & 1 and one target output 0
0 0 0 The second line of training data has the inputs 0 & 0 and one target output 0
1 0 1 The third line of training data has the inputs 1 & 0 and one target output 1
0 1 1 The fourth line of training data has the inputs 0 & 1 and one target output 1
NOTE: THE INPUT-OUTPUT VALUES MUST BE BETWEEN 0 AND 1
NOTE: THE INPUT-OUTPUT VALUES MUST BE BETWEEN 0 AND 1
After the files are complete you can execute the "BasicNeuralNet.V.7.exe" file where the model can be trained, tested and exported (and imported)!
NOTE: when you export files make sure you don't have export files in the folder you run the program because these files WILL BE OVERWRITTEN. THE PROGRAM IMPORTS NEURAL NETWORKS FROM THE FILES: "model.nn" & "topology_model.nn"
THE DOCUMENTATION IS NOT GOOD. IF YOU FIND ANY PROBLEMS OR DONT KNOW HOW SOMETHING WORKS PLEASE WRITE AN ISSUE.