README.md

Machine-Learning

A collection of small Machine Learning projects and examples.

CUDA stuff has moved to CUDA-Stuff

Interactive Demos and Games

• Choose the Opposite
  • 🎮 Q-Learning - Live Game   Folder
  • 🎮 DQN - Live Game   Folder
• 🎮 Snake - Live Game   Folder
• 🎮 TicTacToe - Live Game   Folder
• 🎮 Artillery - Live Game   Folder

Table of Contents

• Algorithms
  • Linear Regression
• Autoencoders
  • CIFAR-10 Visualizations - Incomplete
  • MNIST Visualizations
• Basic Classification
  • CIFAR-10
    •   Using Only OpenAI's ChatGPT
  • Fashion-MNIST
    •   Using Only OpenAI's ChatGPT
  • MNIST
    • TensorFlow GPU
    •   Trying OpenAI's ChatGPT and TFJS
    •   Matlab-Octave
    •   tinygrad
• Reinforcement Learning
  • DQN
    • 🎮 Choose the Opposite - Live Game   Folder
  • Q Learning
    • 🎮 Choose the Opposite - Live Game   Folder
    • 🎮 Snake - Live Game   Folder
    • 🎮 TicTacToe - Live Game   Folder
    • 🎮 Artillery - Live Game   Folder

By Language / Library

• CPP
  • MNIST in progress
  • Eigen in progress
• CUDA
  • Mostly moved to CUDA-Stuff
• JavaScript
  • Vanilla
    • 🎮 Choose the Opposite - Live Game   Folder
    • 🎮 Snake - Live Game   Folder
    • 🎮 TicTacToe - Live Game   Folder
    • 🎮 Artillery - Live Game   Folder
  • TensorFlow JS
    • 🎮 Choose the Opposite - Live Game   Folder
    •   Trying OpenAI's ChatGPT and TFJS
• Matlab/Octave
  •   MNIST Matlab-Octave
• Python / Jupyter Notebook
  • TensorFlow
    • Pretty Much Everything will update this later
  • tinygrad
    • MNIST

Some Visualizations

coming soon