Meg's repositories
NN-Linear-Regression-Property-Prediction
Group project using Pytorch and self-implemented Neural Network Models to predict property prices from other features. Please note this was a group project - I primarily worked on part 2: Pytorch implementation, data preprocessing, normalisation, prediction, scoring and hyperparameter tuning through Grid Search Cross Validation.
Battleship-Game
Implemented a Battleship game to further practise applying object-oriented concepts and develop an effective automated player strategy.
Dijkstra-s-Algorithm-OOP-Tube-Mapping
A project whereby I implemented classes to form part of a TubeMap network. This was to compute the shortest path between two London Tube stations.
NFT-Smart-Contract
Created an on-chain ticketing service for a Principles of Distributed Ledgers module at Imperial.
ADTOF
Additional material for the paper ADTOF: A large dataset of non-synthetic music for automatic drum transcription
DJ-Tools
DJ tools for downloading, processing, and sharing music / rekordbox data.
spleeter
Deezer source separation library including pretrained models.
cellshape
3D shape analysis using deep learning
the-algorithm-ml
Source code for Twitter's Recommendation Algorithm
minGPT
A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
cscore
An advanced audio library, written in C#. Provides tons of features. From playing/recording audio to decoding/encoding audio streams/files to processing audio data in realtime (e.g. applying custom effects during playback, create visualizations,...). The possibilities are nearly unlimited.