4 code implementations • 15 Apr 2021 • Benedek Rozemberczki, Paul Scherer, Yixuan He, George Panagopoulos, Alexander Riedel, Maria Astefanoaei, Oliver Kiss, Ferenc Beres, Guzmán López, Nicolas Collignon, Rik Sarkar
We present PyTorch Geometric Temporal a deep learning framework combining state-of-the-art machine learning algorithms for neural spatiotemporal signal processing.
4 code implementations • 16 Feb 2021 • Benedek Rozemberczki, Paul Scherer, Oliver Kiss, Rik Sarkar, Tamas Ferenci
Recurrent graph convolutional neural networks are highly effective machine learning techniques for spatiotemporal signal processing.
1 code implementation • CIKM 2020 • Benedek Rozemberczki, Oliver Kiss, Rik Sarkar
In this paper, we describe Little Ball of Fur a Python library that includes more than twenty graph sampling algorithms.
2 code implementations • CIKM 2020 • Benedek Rozemberczki, Oliver Kiss, Rik Sarkar
We present Karate Club a Python framework combining more than 30 state-of-the-art graph mining algorithms which can solve unsupervised machine learning tasks.