Jack Millichamp's Projects
Research Project: Exploring the application of brain-inspired memory exaggeration to a state-of-the-art continual learning model with deep neural networks (class-incremental learning on CIFAR-100; PyTorch code).
Prediction of future electric vehicle mileage and assessment of required infrastructure.
Config files for my GitHub profile.
Solving LunarLander-v2 Using Deep Q-Networks (Reinforcement Learning).
Applying various handmade ML algorithms to predict worldwide crop yields.
A website I created as part of a Theoretical Physics project.
Applying boosting & SVM with tailored kernels to image classification & movie review sentiment analysis tasks.
A website with secure user login system for road traffic logging. I designed a secure backend relational database and incorporated secure SQL querying into website interactions via python.