Pinned Repositories
brain-inspired-replay
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).
ev-predictions
Prediction of future electric vehicle mileage and assessment of required infrastructure.
jackmillichamp
Config files for my GitHub profile.
lunar-lander
Solving LunarLander-v2 Using Deep Q-Networks (Reinforcement Learning).
predicting-crop-yield
Applying various handmade ML algorithms to predict worldwide crop yields.
quantum-cryptography
A website I created as part of a Theoretical Physics project.
tailored-kernels
Applying boosting & SVM with tailored kernels to image classification & movie review sentiment analysis tasks.
traffic-logging
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.
jackmillichamp's Repositories
jackmillichamp/brain-inspired-replay
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).
jackmillichamp/ev-predictions
Prediction of future electric vehicle mileage and assessment of required infrastructure.
jackmillichamp/jackmillichamp
Config files for my GitHub profile.
jackmillichamp/lunar-lander
Solving LunarLander-v2 Using Deep Q-Networks (Reinforcement Learning).
jackmillichamp/predicting-crop-yield
Applying various handmade ML algorithms to predict worldwide crop yields.
jackmillichamp/quantum-cryptography
A website I created as part of a Theoretical Physics project.
jackmillichamp/tailored-kernels
Applying boosting & SVM with tailored kernels to image classification & movie review sentiment analysis tasks.
jackmillichamp/traffic-logging
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.