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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

computer-science

:mortar_board: Path to a free self-taught education in Computer Science!

corsera_algorithms

Solutions to coursera course "Algorithmic Toolbox" by University of California San Diego

ctclib

A collection of utilities related to CTC

dcgan

Implementation of the DCGAN, trained to generate images using the CIFAR-10 dataset

ddsp

DDSP: Differentiable Digital Signal Processing

fast-ctc-decode

Blitzing Fast CTC Beam Search Decoder

mediaeval-2019-moodtheme-detection

Adapted 4th position solution to the MediaEval 2019 competition, for Domain Adversarial Training

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.

music_gen_empirical_analysis

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

tch-rs

Rust bindings for the C++ api of PyTorch.

tongrams-rs

Rust library providing fast language model queries in compressed space

vae_mnist

Implementation and discussion of VAE trained to reconstruct MNIST digits