signed-network

There are 2 repositories under signed-network topic.

SGCN
benedekrozemberczki / SGCN
A PyTorch implementation of "Signed Graph Convolutional Network" (ICDM 2018).
gcn graphsage graph-convolution graph-embedding deepwalk node2vec graph-attention network-embedding node-classification signed-network sgcn deep-learning graph-neural-networks neural-network pytorch machine-learning pytorch-geometric transformer gpt2 gpt3
Language:Python 269
saref / frustration-index-UBQP
The algorithm based on the UBQP model (Aref et al. 2018) for computing the exact value of frustration index (also called line index of balance)
graph graph-theory graph-algorithms signed-graph network network-science signed-network balance-theory line-index frustration-index social-networks graph-optimization binary-programming quadratic-programming graph-partitioning network-partitioning gurobi random-graph ising-model spin-glass
Language:Jupyter Notebook 7
saref / multilevel-balance
The algorithms for multilevel evaluation of balance in signed directed networks
graph graph-theory graph-algorithms signed-graph network network-science signed-network balance-theory line-index frustration-index social-network social-network-analysis graph-optimization binary-programming graph-partitioning network-partitioning gurobi triad-census structural-balance
Language:Jupyter Notebook 6
saref / frustration-index-XOR
The algorithm based on the XOR model (Aref et al. 2019) for computing the exact value of frustration index (also called line index of balance)
graph graph-theory graph-algorithms signed-graph network network-science signed-network balance-theory line-index frustration-index social-network graph-optimization binary-programming graph-partitioning network-partitioning gurobi random-graph ising-model spin-glass
Language:Jupyter Notebook 2
WHU-SNA / SPMF
Signed Network Representation by Preserving Multi-order Signed Proximity
social-network signed-network signed-network-embedding
Language:Python 2