Deep Learning - Code Hub

Overview

This repository contains various implementations involving neural networks - deep learning papers, different neural network projects, collection of fundamental NN building blocks and experiments.

Implementations

1. Projects

1. Product Duplicate Detection. [Code]
2. Vanilla Auto encoder. [Code]
3. DCGAN. [Code]

2. Papers

1. A Neural Algorithm of Artistic Style by Gatys et al. [Code][Article]
2. Image Super-Resolution Using Deep Convolutional Networks by Chao Dong et al. [Code]

3. NN fundamentals

1. Activation functions
2. Learning rate - Time based decay

4. Math-in-ML

1. Harmonic Mean

5. Experiments

1. Vanishing gradient

Frameworks used

PyTorch

Author

Raghul Asokan
email: [email protected]
github: https://github.com/mailcorahul/
linkedin: https://www.linkedin.com/in/raghul-asokan/
medium: https://medium.com/@raghul_719