SoKAI

Some Kind of Artificial Intelligence

Useful reminders :

• In class attributes ,
  • numerical values begin with "n" (nLayers) or "f" (fSize)
  • vectors begin with "v" (vNeurons)
  • strings begin with "s" (sActivationFunction)
  • matrices begin with "m" (mWeightMatrix)

Code structure :

• The framework is based on objects :

  • Data structure objects : SKNeuron, SKLayer

  • SKNeuron : Processes data as f(Input), with f = Sigmoid, Linear reLU.....

  • SKLayer : Vector of SKNeurons. Stores inputs and outputs to perform backpropagation.

  • SKWeights : Weight matrices.

  • Procedure objects : SKModel, SKPropagator

    • SKModel : Contains the structure + the methods to perform the training
    • SKPropagator : Feeds and propagates data between layers

Dependencies:

• ROOT. Any installation is valid, tested with standalone build and also with FairSoft build.
• GLOG. Google Logging Library. For MAC users : brew install glog. Linux : apt install libgoogle-glog-dev
• CMAKE . Tested with version 3.16 and 3.13. Any recent version should work.