CNN & Pytorch Playground

Project Description

The main goal of the project is to reinvent the wheel and learn Pytorch and sharpen my deep learning skills. In this project we will be working on the Cifar-10 dataset

The goals of the project will be defined in the plan forward section.

Plan Forward

1. Initial Setup

1. Modularize the PyTorch example project into components.
2. Train the model and become familiar with PyTorch syntax
3. Optimize the hyper-parameters of the model with a Gaussian-Proccess

2. Azure Forward

1. The goal here is to expand the infrastructure and move it to Azure.
2. Dream bigger :)

Disclaimer

This is a weekend project. I would advise against using this codebase in any commercial software.