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Paul's Projects

activity_analysis icon activity_analysis

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

cad120 icon cad120

cad120 onine activity recognition

edward icon edward

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

efficientzero icon efficientzero

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

futureof icon futureof

Repo containing the Future of Employment, Work and Healthcare analysis

gp-laplace icon gp-laplace

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

gpflow icon gpflow

Gaussian processes in TensorFlow

gpy icon gpy

Gaussian processes framework in python

human icon human

Human Motion Analysis (HuMAn)

hungarian icon hungarian

Hungarian / Munkres' algorithm for the linear assignment problem, in Python

iwae icon iwae

Code to train Importance Weighted Autoencoders on MNIST and OMNIGLOT

jumanji icon jumanji

🕹ī¸ A suite of diverse and challenging RL environments in JAX

onlineldavb icon onlineldavb

Online variational Bayes for latent Dirichlet allocation (LDA)

open-kbp icon open-kbp

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

openfl icon openfl

An open framework for Federated Learning.

pg-is-all-you-need icon pg-is-all-you-need

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

probability icon probability

Probabilistic reasoning and statistical analysis in TensorFlow

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