meghoward Goto Github PK

adtof

Additional material for the paper ADTOF: A large dataset of non-synthetic music for automatic drum transcription

battleship-game

Implemented a Battleship game to further practise applying object-oriented concepts and develop an effective automated player strategy.

cellshape

3D shape analysis using deep learning

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.

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.

dj-tools

DJ tools for downloading, processing, and sharing music / rekordbox data.

gene-expression-modelling-project

mingpt

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

mml

nft-smart-contract

Created an on-chain ticketing service for a Principles of Distributed Ledgers module at Imperial.

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.

spleeter

Deezer source separation library including pretrained models.

the-algorithm-ml

Source code for Twitter's Recommendation Algorithm