wesleey/python-artificial-intelligence

Search, Knowledge, Uncertainty, Optimization, Learning, Neural Networks and Language.

Python Artificial Intelligence

Search

• Uninformed
  • Depth-First Search (DFS)
  • Breadth-First Search (DFS)
• Informed
  • Greedy Best-First Search (GBFS)
  • A*
• Adversarial
  • Minimax
  • Alpha-Beta Pruning
  • Depth-Limited Minimax

Knowledge

• Propositional Logic
  • Inference

Uncertainty

• Markov Chain
  • PageRank
• Bayesian Network
  • Heredity

Optimization

• Constraint Satisfaction
  • Crossword

Learning

• Machine Learning
  • K-Nearest Neighbors (KNN)
  • Q-learning