aguaviva / ArtificialIntelligence

Simple NN exercises done to learn (and teach!) IA

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