George Ogden's repositories
Understanding-Python
All the code for the video tutorials
Fourier-Transform
Generate epicycles to Fourier Transform 2D images
spinningup
An educational resource to help anyone learn deep reinforcement learning.
decision-path
Analysis of decisions in transformer models
Spectrogram
Turn music into a spectrogram
classifier-attack
Fooling image classifiers with modified images
differentiable-rl
Using a simulation for guided RL
embeddings
BERT Embedding Investigation
GoProgram-code
The source code for my website!
hacker-laws
💻📖 Laws, Theories, Principles and Patterns that developers will find useful. #hackerlaws
MNIST-ising
Applying an Ising model to memorise MNIST digits
ppo-experiments
Code for the blog post "Advancements in PPO"
public-apis
A collective list of free APIs
residual-streams
Analysis of residual streams in CNNs and transformers
JSB-Chorales-dataset
Dataset for JSB Chorales at different temporal resolutions, with train, validation, test split from Boulanger-Lewandowski (2012).
jumanji
A diverse suite of scalable reinforcement learning environments in JAX
magenta
Magenta: Music and Art Generation with Machine Intelligence
pretty-midi
Utility functions for handling MIDI data in a nice/intuitive way.
pypianoroll
A toolkit for working with piano rolls
stable-baselines3
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
tqdm
A Fast, Extensible Progress Bar for Python and CLI