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temporal-network

Here are 5 public repositories matching this topic...

claws-lab / jodie

A PyTorch implementation of ACM SIGKDD 2019 paper "Predicting Dynamic Embedding Trajectory in Temporal Interaction Networks"

machine-learning embeddings representation-learning network-embedding dynamic-networks kdd2019 temporal-network embedding-trajectories

Updated Jul 25, 2024
Python

GemsLab / PENminer

Measuring the persistence of activity snippets in evolving networks (KDD '20)

persistence networks kdd anomaly-detection temporal-network kdd2020 evolving-networks

Updated Aug 26, 2020
Python

amrhssn / teneNCE

Temporal Network Noise Contrastive Estimation (teneNCE) for Dynamic Link Prediction

network-science representation-learning link-prediction complex-network noise-contrastive-estimation recurrent-neural-network self-supervised-learning graph-representation-learning contrastive-predictive-coding gnn graph-neural-network temporal-network contrastive-learning dynamic-graph infonce dynamic-link-prediction discrete-time-dynamic-graph snapshot-sequence

Updated Aug 31, 2024
Python

evomap

mpmatthe / evomap

A Toolbox for Dynamic Mapping in Python

python machine-learning mapping high-dimensional-data dimensionality-reduction network-analysis temporal-network

Updated Oct 14, 2024
Python

aleny11 / MMDNE

Source code for CIKM 2019 paper "Temporal Network Embedding with Micro- and Macro-dynamics"

temporal-network

Updated Dec 27, 2021
Python

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