Carolyne Pelletier
Akhil Dalal
Question 1 - Feed forward neural network in Python that classifies the images found in the MNIST dataset using K-Fold Cross Validation.
To run: Python3 Question1.py
Question 2 - Feed forward Radial Basis Function (RBF) Network in Python that classifies the images found in the MNIST dataset using K-Fold Cross Validation.
To run: Python3 Question2.py
- K-Means Clustering is used to determine the prototype vectors for the hidden RBF layer.
- TODO: use linear classifier in RBF backprop to fix network accuracy