PDuckworth

activity_analysis

ROS activity analysis package. To manage and represent skeleton and object data about humans in indoor environments.

FutureOf

Repo containing the Future of Employment, Work and Healthcare analysis

aaf_deployment

All components for the STRANDS AAF deployment

Angry-Birds-Replica

This is the source code for a simple Angry Birds Replica

arxiv-latex-cleaner

arXiv LaTeX Cleaner: Easily clean the LaTeX code of your paper to submit to arXiv

cad120

cad120 onine activity recognition

compare_gan

Compare GAN code.

edward

A probabilistic programming language in TensorFlow. Deep generative models, variational inference.

EfficientZero

Open-source codebase for EfficientZero, from "Mastering Atari Games with Limited Data" at NeurIPS 2021.

google-research

Google AI Research

GP-LAPLACE

A Gaussian process based technique for locating attractors from trajectories in time-varying fields

GPflow

Gaussian processes in TensorFlow

GPy

Gaussian processes framework in python

Homemade-ML

iwae

Code to train Importance Weighted Autoencoders on MNIST and OMNIGLOT

jumanji

🕹️ A suite of diverse and challenging RL environments in JAX

keras

Deep Learning for humans

language_and_vision

language and vision tools

ML-For-Beginners

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

ML-science-birds

A cover version of the "Angry Birds" game used for research purposes.

online_activity_recognition

online_activity_recognition package for Y3 demo

onlineldavb

Online variational Bayes for latent Dirichlet allocation (LDA)

open-kbp

Repository to help contestants get started in the OpenKBP: AAPM2020 Grand Challenge dataset, which is also provided.

openfl

An open framework for Federated Learning.

pduckworth.github.io

Github pages personal website

pg-is-all-you-need

Policy Gradient is all you need! A step-by-step tutorial for well-known PG methods.

probability

Probabilistic reasoning and statistical analysis in TensorFlow

skeleton_tracker

skeleton tracker

strands_qsr_lib

Qualitative spatial reasoning tools

thesis_repo

Code to run most experiments in my thesis