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Artificial-Intelligence

Small scale projects to learn about AI basics

  1. Solutions for different games using randomisation (sudoku, crypt-arithmetic, puzzles)
  2. N-Queen Problem with DFS/Greedy
  3. Evolutionary Algorithms, Hill Climbing for Euler's Square
  4. Particle Swarm Optimisation for Euler's Square
  5. Ant Colony Optimisation for Euler's Square
  6. Regression Problem using Least Squares Method
  7. Decision Trees
  8. ANN Implementation from scratch
  9. CNN with Tensorflow for the MNIST Digits dataset
  10. Fuzzy Logic- Sugeno Model
  11. Genetic Programming, robots sensors

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