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Resources

Deep Learning

Code

  • Neural networks from scratch
  • Snake
  • Python Intro

Slides

  • Artificial Neural Networks
  • Intro
  • What is a Neural Network
  • Neural Networks from scratch
  • Evolving Neural Networks
  • Protecting Innovation through Speciation
  • Playing Snake
  • Intro to Computer Vision

Videos

  • How to solve XOR
  • Writing the data Structure

Labs

  • Intro to Perceptrons and ANNs
  • MLP with Python

Paper Reading

  • Augmenting Topologiea

Shared on Discord

  • OpenAI recommended papers
  • Jetbrains Free Educational License
  • Github Student Developer Pack
  • Pytorch Tutorials
  • How to Create a Neural Network
  • Liner.ai
  • NEAT Intro
  • Tensorflow - Neural Network Playground
  • Trending Research

Pacathon

Code

  • Pacathon Repository

Videos

  • Getting Started
  • Training your Neural Network
  • Pretraining your Models
  • Submitting your Final Network

Info

  • Flyer
  • Schedule