LucaHermes

DeepView

This is an implementation of the DeepView framework that was presented in the paper Schulz, A., Hinder, F., & Hammer, B. (2020): https://www.ijcai.org/Proceedings/2020/319. Also available on Arxiv (2019 version): https://arxiv.org/abs/1909.09154.

graph-unet-traffic-prediction

Hybrid UNet model for traffic prediction from traffic movies. The hybrid graph operation is a mixture of CNN and GNN operations to capture pixel topology and improve spatial generalization.

lightweight-motion-forecasting

A lightweight graph-convolutional model for skeletal human motion forecasting on the Human3.6M (H3.6M) dataset.

python-octomap

python binding of octomap

ddrl

Deep Decentralized Reinforcement Learning - locally structured architecture for DRL in a continuous locomotion control task.

dynamic-sampling-gnns

M2VAE-Dexterity-Hand

MNIST-VAE

PiezoAntenna

sunfish

Sunfish: a Python Chess Engine in 111 lines of code