In this challenge, I demonstrate the entire process of training and deploying a machine learning classification model in JavaScript – data collection, model training, and prediction!
Challenges
Featured Challenge:
#171 — Wave Function Collapse
Straight out of quantum mechanics, Wave Function Collapse is an algorithm for procedural generation of images. In this video (recorded over 3 live streams) I attempt the tiled model and explore a variety of solutions to the algorithm in JavaScript with p5.js. Also, check out WFC's predecessor: Model Synthesis (more info below).
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neural network
In this challenge, I use my JavaScript neural network library and a genetic algorithm to train an agent to play Flappy Bird.
In this coding challenge, I use my neural network JavaScript library to create a "color predictor."
In this coding challenge, I use my Toy Neural Networks library to solve the XOR problem.
