yahia3200 / deep-learning-playground

My notes and implementation of different neural network architectures

Deep Learning Playground

This repo contains my notes and implementation of different neural network architectures

Currently Implemented

• Building simple nn with pytorch
• Training CNNs with pytorch
• Implantation of some famous CNN architectures with pytorch
  • AlexNet
  • VGG
  • GoogLeNet

Resources

• Basics of deep learning: Deep Learning Specialization
• Learn pytorch with example: PyTorch Tutorials Playlist
• Deep learning for computer vision Deep Learning for Computer Vision Michigan Online Course
• Deep learning for NLP Stanford CS224N: Natural Language Processing with Deep Learning | Winter 2021