Course Projects of CS 559: Neural Networks

Instructor: Prof. Erdem Koyuncu

Algorithms and/or methods implemented:

Perceptron Training Algorithm
Multicategory Perceptron Training Algorithm
Gradient Descent and Newton's Method
Linear Least Squares Fit
Curve Fitting using Backpropagation
Non Linear Support Vector Machine

Software installations required to run code:

Anaconda Python distribution - prefereably Anaconda3 with python 3.6
pip packages imported at the top of the notebook files

References