j-a-collins
Machine learning engineer and Physics student. Interests in materials science, music, QED, and artificial intelligence. [python, max/msp, mathematica]
Pinned 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
chess-ai
Training a neural net to play chess with PyTorch and the python-chess library
CrossStitchCreationApp
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
j-a-collins's Repositories
j-a-collins/chess-ai
Training a neural net to play chess with PyTorch and the python-chess library
j-a-collins/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
j-a-collins/Artificial-Intelligence-Algorithms
A repo for following along with Grokking Artificial Intelligence Algorithms
j-a-collins/CrossStitchCreationApp
j-a-collins/deep-classifier
A repo for deploying my teeny tiny neural net trained to classify images as either dogs or cats
j-a-collins/deep-learning-playground
Rips of my CUDA env
j-a-collins/deepest-net
Personal blog for my interests in deep learning and AI safety
j-a-collins/face-expression-recognition
A small ML program that makes use of tensorflow and OpenCV for recognition of facial expressions.
j-a-collins/py-punk
Build a self-driving car in Cyberpunk 2077
j-a-collins/pytchfork
Scrapes highly-rated new albums from Pitchfork and adds them to a Spotify playlist
j-a-collins/game-of-life
Creating John Conway's Game of Life
j-a-collins/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.
j-a-collins/x-vault
An interactive web application to explore and visualise UFO sightings data as well as some machine learning features