/COSE474_Deep_Learning

COSE474: Deep Learning that learns Convolutional Neural Networks(CNN), Recurrent Neural Networks(RNN), Generative Adversarial Networks(GAN)...

Primary LanguagePython

COSE474_Deep_Learning

Summary

COSE474: Deep Learning that learns Convolutional Neural Networks(CNN), Recurrent Neural Networks(RNN), Generative Adversarial Networks(GAN)...

Contents

1. Linear Regression

2. Basic Classifiers

3. Back-Propagation and Gradient-Descent

4. Convolutional layer and Maxpool layer

5. Convolutional Neural Networks

6. Classifier using PyTorch