Machine-Learning-Projects

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.

Algorithms

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.