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Joshua de Bruxelles's Projects

artificial-neural-network icon artificial-neural-network

A Multi Layer Perceptron developed in Python from scratch with Back Propagation, with various improvements to enhance predictive accuracy.

data-mining-tool icon data-mining-tool

This dissertation project focuses on the development of a data analysis tool suite that utilises a variety of data mining algorithms. The software solution is built using the Python programming language and its relevant libraries, with a front-end user interface developed using React.

dfsgametree icon dfsgametree

A depth-first search-based project used to return a list of all reachable states for a given start state.

java-bookshop icon java-bookshop

Object orientated development of a bookshop software system.

jdebrux icon jdebrux

Config files for my GitHub profile.

pydmml-jupyter icon pydmml-jupyter

A collection of Python examples implementing various data mining and machine learning tasks in a reusable manner, illustrating the results with appropriate visualisations.

python-library icon python-library

A python-based graphical user interface for a library book management system.

pytorchcnn icon pytorchcnn

This project demonstrates the process of training deep convolutional neural network architectures for a simple classification task using a deep learning framework such as Pytorch.

thoughtfull icon thoughtfull

Mobile application project developed with Android Studio; allows users to store their current thoughts, locking them under a timer, and public sharing of thought posts.

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