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aalto-data-mining

Algorithmic Methods of Data Mining

amazing-qr

💮 amazing QRCode generator in Python (supporting animated gif) - Python amazing 二维码生成器（支持 gif 动态图片二维码）

culp

This is the implementation of the CULP classification algorithm. The paper introducing this algorithm - `Classification Using Link Prediction`

curriculum-labeling

[AAAI 2021] Curriculum Labeling: Revisiting Pseudo-Labeling for Semi-Supervised Learning

deep-hyperedges

New Algorithms for Learning on Hypergraphs

easylink

Link Prediction models on Networks

eeg-data-and-descriptions

evonrl

Evolving Network Representation Learning Based on Random Walks

explanations_can_be_manipulated

reference implementation for "explanations can be manipulated and geometry is to blame"

glass

GLASS: GNN with Labeling Tricks for Subgraph Representation Learning

hid

Repository for " Integrating User Representation Learning and Multiscale Modeling: A Hierarchical Framework for Information Diffusion".

higher-order-graph-convolutional-neural-network

A Tensorflow implementation of a higher order graph convolutional neural network

hodgenet

hyperbolic-learning

Implemented ML algorithms in hyperbolic geometry (MDS, K-Means, Support vector machines, etc.)

hypergraph-vis

Code repository for "Hypergraph Visualization via a Metric Space Viewpoint and Persistence"

hypergraphflowclustering

infdis

Influence without Authority: Maximizing Information Coverage in Hypergraphs

k-shortest-path

Implements K shortest path algorithms for networkx

onseml

Online Semi-supervised Multi-label Classification with Label Compression and Local Smooth Regression

s3grl

S3GRL is a scalable SGRL method for faster link prediction using efficient precomputations.

s3grl_ogb

S3GRL is a scalable SGRL method for faster link prediction using efficient precomputations.

seal

SEAL (learning from Subgraphs, Embeddings, and Attributes for Link prediction). "M. Zhang, Y. Chen, Link Prediction Based on Graph Neural Networks, NeurIPS 2018 spotlight".

seal_ogb

An open-source implementation of SEAL for link prediction in open graph benchmark (OGB) datasets.

sgc

official implementation for the paper "Simplifying Graph Convolutional Networks"

shine

NeurIPS 2022 paper, SubHypergraph Inductive Neural nEtwork

ssf

Code for "Interpretable Subgraph Feature Extraction for Hyperlink Prediction".

zorro

Implementation fo Zorro: Valid, Sparse, and Stable Explanations in Graph Neural Networks