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aiml-exercises

Some machine learning exercises. Learning goals below.

draw_tensor_model:

  • Learn to build a Flask app.
  • Build some basic AI models using MNIST data.
  • Have an interface for testing and tweaking the models using spontaneously created data.

game_learner:

  • Write some general classes for training an AI to play games using Q learning. (done)
  • Train an AI to play tic-tac-toe using Q learning.
  • TODO: Train an AI to play Connect 4 using deep Q learning.
  • TODO: Do the same but with Monte Carlo search trees.

tensor_puzzles:

  • Learn how to broadcast with numpy arrays.

gpu_puzzles:

  • Learn the basics about GPU programming.

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