Marcus Hughes's starred repositories
algorithms
Minimal examples of data structures and algorithms in Python
theorem-prover
An automated theorem prover for first-order logic.
noise2self
A framework for blind denoising with self-supervision.
Game-of-the-Amazons
Solution to chess variant "Game of the Amazons" using a monte carlo search tree
game-of-the-amazons-ai
A minimax algorithm based bot for the Game of the Amazons
noise2noise
Noise2Noise: Learning Image Restoration without Clean Data - Official TensorFlow implementation of the ICML 2018 paper
noise2noise
An unofficial and partial Keras implementation of "Noise2Noise: Learning Image Restoration without Clean Data"
sparselandtools
:sparkles: A Python package for sparse representations and dictionary learning, including matching pursuit, K-SVD and applications.
python-hog
Python implementation of the Histogram of Oriented Gradients.
WaveFunctionCollapse
Bitmap & tilemap generation from a single example with the help of ideas from quantum mechanics
spherical_image_editing
Editing spherical images/video using Möbius transformations
Anomaly-Detection-in-Surveillance-Videos
Real-World Anomaly Detection in Surveillance Videos
Documentation
Repository holding a wiki for Research Computing tutorials
ad_examples
A collection of anomaly detection methods (iid/point-based, graph and time series) including active learning for anomaly detection/discovery, bayesian rule-mining, description for diversity/explanation/interpretability. Analysis of incorporating label feedback with ensemble and tree-based detectors. Includes adversarial attacks with Graph Convolutional Network.