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A list of awesome ML projects on github

This is an ongoing compilation of cool ML projects on github in Python. There is a lot more for me to explore! If you would like to submit a project you've made or that you have found, submit an issue with the link of the project (having something to do with AI or ML and in Python or Jupyter notebooks)

Note: An important aspect of any GitHub project is the readme, most if not all of the projects listed below have good readmes that explain the purpose of the project as well as how to run it. If you have an awesome project you want the world to look at it make sure to make an awesome readme

Games

Music

Artificial Life

  • Project Origin: An Artificial Life simulator for Investigating Noogenesis

Terrain Based Modeling

  • GAN Heightmaps: Heightmap generation with GANs
  • Wildfire Model: Can we apply machine learning techniques to predict where wildfires are most likely to spread?
  • Urban Land use Model: A land use model based on Cellular Automata and Agent-based modelling

Cybersecurity

  • SDN DDoS Simulation: An attempt to detect and prevent DDoS attacks using reinforcement learning. The simulation was done using Mininet

Chatbot

  • Emotional Dialogue: A Deep Reinforcement Learning Approach (LSTM + policy gradient) to create a chatbot that produces coherent, emotional dialogue

Astronomy

Education

Energy and Physics

Chemistry

Health

Videos and Images

Social Networks

Miscellaneous

  • ChaosNetwork: A design for a new deep learning model architecture inspired by the human brain

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