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Joel Hogg's Projects

burn icon burn

Burn is a new comprehensive dynamic Deep Learning Framework built using Rust with extreme flexibility, compute efficiency and portability as its primary goals.

causaldiscoverytoolbox icon causaldiscoverytoolbox

Package for causal inference in graphs and in the pairwise settings. Tools for graph structure recovery and dependencies are included.

cigan icon cigan

University dissertation research project- Causal Implicit GAN, Causal Discovery using a novel GAN structure

dag-wgan icon dag-wgan

My work onto of the repository containing the source code for DAG-WGAN: Causal Structure Learning With Wasserstein Generative Adversarial Networks, which is based on the DAG-GNN framework.

gpt-2-fine-tuning icon gpt-2-fine-tuning

Using the HuggingFace 'Transformers' library to fine-tune GPT-2 Medium on the CNN/DailyMail dataset.

nodejs-ts-generic-setup icon nodejs-ts-generic-setup

A working generic project setup for a nodejs project, will be used to fork for my own personal projects

opensource101 icon opensource101

This repository helps developers start their open source journey -- make your first pull request here.

ror_group_project icon ror_group_project

Ruby-on-Rails Group Project - Full-stack interactive web-app built for real-world client.

tensorflow-tensorrt icon tensorflow-tensorrt

This repository is for my YT video series about optimizing a Tensorflow deep learning model using TensorRT. We demonstrate optimizing LeNet-like model and YOLOv3 model, and get 3.7x and 1.5x faster for the former and the latter, respectively, compared to the original models.

yolo-v4 icon yolo-v4

Object Recognition project using YOLO-v4 (https://arxiv.org/abs/2004.10934), developed personally for the Project Hex team at The University of Sheffield

youtube_to_summary icon youtube_to_summary

Pipeline to generate summaries of youtube videos, using Whisper for transcription, and BART for summarisation.

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