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ArtificialIntelligence

Experimenting with AI (Just some notes for me and my friends regarding AI.)

If you want to know what came after writing this simple examples check out this repo: myTensorflow

Demos:

  1. Simple Linear Regression
  2. Simple Linear Classification (1 neuron)
  3. Neural Network with a hidden layer using matrix formualtion, solving a xor
  4. Same as above but now all the layers implement a bias
  5. Same as 4 but generalized to support other training sets
  6. Adding minibatch to #4
  7. MNIST Hand written recognition, net structure: 784x15x10

To do:

  1. Make the samples more beautiful
  2. Learn more/keep adding demos