ECE661_Computer_Engineering_Machine_Learning_and_Deep_Neural-_Nets

This repository includes all the assignments for ECE661: Deep Reinforcement LearningComputer Engineering Machine Learning and Deep Neural Nets at Duke MIDS.

1. Linear Model, Back Propagation and Building a CNN
2. Construct, Train, and Optimize CNN Models
3. Understand and Implement Sequence Models
4. Pruning and Fixed-point Quantization
5. Adversarial Attacks and Defenses

Final Project