Benedek Rozemberczki's repositories
awesome-graph-classification
A collection of important graph embedding, classification and representation learning papers with implementations.
pytorch_geometric_temporal
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
awesome-decision-tree-papers
A collection of research papers on decision, classification and regression trees with implementations.
awesome-community-detection
A curated list of community detection research papers with implementations.
karateclub
Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)
awesome-fraud-detection-papers
A curated list of data mining papers about fraud detection.
awesome-gradient-boosting-papers
A curated list of gradient boosting research papers with implementations.
littleballoffur
Little Ball of Fur - A graph sampling extension library for NetworKit and NetworkX (CIKM 2020)
awesome-monte-carlo-tree-search-papers
A curated list of Monte Carlo tree search papers with implementations.
GraphWaveletNeuralNetwork
A PyTorch implementation of "Graph Wavelet Neural Network" (ICLR 2019)
MixHop-and-N-GCN
An implementation of "MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing" (ICML 2019).
GraphWaveMachine
A scalable implementation of "Learning Structural Node Embeddings Via Diffusion Wavelets (KDD 2018)".
LabelPropagation
A NetworkX implementation of Label Propagation from a "Near Linear Time Algorithm to Detect Community Structures in Large-Scale Networks" (Physical Review E 2008).
EgoSplitting
A NetworkX implementation of "Ego-splitting Framework: from Non-Overlapping to Overlapping Clusters" (KDD 2017).
spatiotemporal_datasets
Spatiotemporal datasets collected for network science, deep learning and general machine learning research.