Here are some small implementations of Machine learining algorithms did for Data mining course and Deep Learning course in college, beside other projects i do on my own.
Single layer Perceptron
- Implementation of Single layer Perceptron (iris dataset) using Numpy lib.
- Implementation of Single layer Perceptron (iris dataset) using Theano framework.
Multi Layers Neural Network
- Implementation of Neural Network with one hidden layer (MNIST dataset) using Theano framework.
- Implementation of Neural Network with two hidden layers (MNIST dataset) using Theano framework.
- Implementation of Neural Network with two hidden layers using autoencoder for pretraining (MNIST dataset) using Theano framework.
Pattern Recognition
- recognizing of some simple hand gestures.