James Astell's repositories
transformer-chatbot
A sequence-to-sequence (seq2seq) transformer model created for basic text-based interaction.
NMT-with-attention-chatbot
A sequence-to-sequence (seq2seq) model created for basic text-based interaction.
leetcode
My LeetCode progress - Created using LeetHub
bulls-and-cows
Spring Boot REST application using JDBC Template to play the Bulls and Cows game.
industrial-object-detection
Object detection using image processing in an industrial setting
nuclear-reactor-status-prediction
Train a decision tree, a support vector machine model and an artificial neural network to predict the status of nuclear reactors
city-cycle-fuel-consumption-analysis
Analyse of city-cycle fuel consumption in miles per gallon in terms of a number of attributes using linear regression and statistical analysis techniques.
ML-models-for-cancer-detection
A program that contains ML models to automatically classify patients as healthy or cancerous, based on clinical features from cancer screenings.
polynomial-regression-k-means-clustering
A polynomial regression model and a K-means clustering algorithm to solve a required task
dos-detection-tool
A tool to identify when a DoS attack is happening
object-oriented-principles
A simple tool for defining and handling basic geometric shapes in 2D
search-and-sort-application
Sort and search various sizes of datasets using the most efficient methods
prime-minister-game
A simple game where users guess which prime minister served first out of 3 presented options
parallel-programming-weather-analysis
Analysis of historical weather records from Lincolnshire using parallel processing methods
AstellJ11.github.io
Basic webstore allowing the pseudo purchase of goods and a customization tool