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Basic artificial intelligence algorithm implementations

Author: Fabrício G. M. de Carvalho. Ph.D.

  1. goal_based: Goal based rational agent.
  2. reflex_system:
    • general rule engine
    • model based reflex rational agent
    • inference engine (general with AND logical operators for individual rules )
  3. supervised_learning
    • knn: K Nearest Neighbors algorithm implementation
    • ann: Artificial Neural Networks (backpropagation learning)
  4. unsupervised_learning
    • apriori: Basic apriori data mining algorithm implementation.
    • kmeans: K-Means clustering algorithm
  5. utility_based: Utility based rational agent.

Before runing these programs, create a virtual environment and install all the required dependencies specified in requirements.txt

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