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Simple Perceptron implementation with C++

List of features

  1. Activation Functions included:
    • Sigmoid
    • ReLU
    • Tahn
    • SoftMax
  2. Adding layers with different amount of neurons and activation functions.
  3. Bool trigger for turning on/off Bias feature.
  4. Included function for recieving data from .csv file.
  5. Dataset structure to store data recieved from a file.
  6. Datasets included in /data folder:
    • Iris
    • XOR
    • Diabetes

To build .exe file through GNU use

g++.exe -g main.cpp NN.cpp -o main.exe

May differ depending on the compiler you are using

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