Toby Godwin's repositories
corsera_algorithms
Solutions to coursera course "Algorithmic Toolbox" by University of California San Diego
computer-science
:mortar_board: Path to a free self-taught education in Computer Science!
tch-rs
Rust bindings for the C++ api of PyTorch.
fast-ctc-decode
Blitzing Fast CTC Beam Search Decoder
rightmove_webscraper.py
Python class to scrape data from rightmove.co.uk and return listings in a pandas DataFrame object
spectrogram-stylegan2-ada-pytorch
StyleGAN2-ADA - Official PyTorch implementation adapted for spectrogram generation
tongrams-rs
Rust library providing fast language model queries in compressed space
mt_evaluation
Part of the NLP coursework, this projects seeks to estimate the quality of machine translated text from a dataset of machine translated sentences labelled with the quality of translation.
VAE_MNIST
Implementation and discussion of VAE trained to reconstruct MNIST digits
brain_age_regression
Explores three approaches to estimating age of patient from MRI scan of their brain. Code written as coursework for 'Machine Learning for Imaging' course as part of an MSc AI
CNNs
PyTorch implementation of 2D convolution, max pooling operation, linear layer and 2D batch normalization. Then a ResNet-18 classifier is built and trained on CIFAR-10. Code based on course work for 'Deep Learning' module
DCGAN
Implementation of the DCGAN, trained to generate images using the CIFAR-10 dataset
mediaeval-2019-moodtheme-detection
Adapted 4th position solution to the MediaEval 2019 competition, for Domain Adversarial Training
ddsp
DDSP: Differentiable Digital Signal Processing