general

Repository containing a general project portfolio that can be subdivided into the following categories:

Machine Learning

• input_classifier : Classifies between XSS/SQLI text strings and regular, harmless user input via text classification
• image_class_NN : Classifies images across the 10 classes in the CIFAR-10 dataset
• detection_NN : Performs image detection on input from a user's webcam

Optimization

• heat_exchanger_optimisation : optimises the design variables of a shell-and-tube heat exchanger via a genetic algorithm implementation

Native app development

• Counterbee : implements a simple counting native application via Beeware

Networking

• tcp_server : simple TCP server for general networking