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bengutteridge's Projects

4yp icon 4yp

Repository of code for undergraduate 4th year project, investigating gradient descent in variational inference by developing a number of VI algorithms from scratch for a 2D point clustering problem with a Gaussian mixture model.

brax icon brax

Massively parallel rigidbody physics simulation on accelerator hardware.

drewgrit icon drewgrit

This is an official implementation for "GRIT: Graph Inductive Biases in Transformers without Message Passing".

flax icon flax

Flax is a neural network library for JAX that is designed for flexibility.

graph-odenet icon graph-odenet

Experiments for Graph Neural Networks with Discrete and Continuous Residual Layers

humbugdb icon humbugdb

Acoustic mosquito detection code with Bayesian Neural Networks

lrgb icon lrgb

Long Range Graph Benchmark

md_gnn icon md_gnn

[TMLR 2023] Simulate time-integrated coarse-grained MD with multi-scale graph neural networks

slimevolleygym icon slimevolleygym

A simple OpenAI Gym environment for single and multi-agent reinforcement learning

sp-mpnn icon sp-mpnn

Implementation of the SPN model and the experiments from the LoG 2022 paper "Shortest Path Networks for Graph Property Prediction".

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