J A Collins's repositories
ai-implementations
Some simple machine learning algorithms implemented in a variety of tools. Most of these are from papers I have found online and found interesting
Artificial-Intelligence-Algorithms
A repo for following along with Grokking Artificial Intelligence Algorithms
deep-classifier
A repo for deploying my teeny tiny neural net trained to classify images as either dogs or cats
deep-learning-playground
Rips of my CUDA env
deepest-net
Personal blog for my interests in deep learning and AI safety
face-expression-recognition
A small ML program that makes use of tensorflow and OpenCV for recognition of facial expressions.
py-punk
Build a self-driving car in Cyberpunk 2077
pytchfork
Scrapes highly-rated new albums from Pitchfork and adds them to a Spotify playlist
game-of-life
Creating John Conway's Game of Life
JavaBlockchain
My first attempt at creating a blockchain using the SHA256 cryptographic algorithm for the fingerprint. This is purely a learning experience to better understand how a blockchain functions.
x-vault
An interactive web application to explore and visualise UFO sightings data as well as some machine learning features