GitHub topics: temporal-networks
aiden200/Aha-
A Model for Human-Like Reflection in Video Understanding
Language: Python - Size: 19.3 MB - Last synced at: about 22 hours ago - Pushed at: about 23 hours ago - Stars: 1 - Forks: 0
josura/MASFENON
Standalone project for a component of c2c-sepia, containing only the most recent version of the MASFENON framework and nothing else
Language: C++ - Size: 1.97 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 0 - Forks: 0
anty-filidor/network_diffusion
Python package for simulating spreading phenomena in complex networks
Language: Python - Size: 21.9 MB - Last synced at: 1 day ago - Pushed at: about 1 month ago - Stars: 20 - Forks: 5
AJamesPhillips/DataCurator
DataCurator enables you to map and understand complex systems before helping you plan, communicate and navigate successful interventions in them.
Language: TypeScript - Size: 6.01 MB - Last synced at: 4 days ago - Pushed at: 2 months ago - Stars: 9 - Forks: 1
ashfaq1701/temporal-random-walk
An efficient CUDA accelerated C++ framework for temporal random walk algorithm
Language: Cuda - Size: 18.4 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 7 - Forks: 0
benedekrozemberczki/pytorch_geometric_temporal
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
Language: Python - Size: 13.3 MB - Last synced at: 14 days ago - Pushed at: 25 days ago - Stars: 2,769 - Forks: 387
MGitHubL/Awesome-Temporal-Graph-Learning
Awesome Temporal Graph Learning is a collection of SOTA, novel temporal graph learning methods (papers, codes, and datasets).
Size: 132 KB - Last synced at: 11 days ago - Pushed at: 6 months ago - Stars: 68 - Forks: 4
cure-lab/SCINet
The GitHub repository for the paper: “Time Series is a Special Sequence: Forecasting with Sample Convolution and Interaction“. (NeurIPS 2022)
Language: Python - Size: 523 KB - Last synced at: 18 days ago - Pushed at: almost 2 years ago - Stars: 651 - Forks: 127
remigenet/TKAN
TKAN: Temporal Kolmogorov-Arnold Networks
Language: Python - Size: 56 MB - Last synced at: 14 days ago - Pushed at: 4 months ago - Stars: 200 - Forks: 28
asaines/network-analysis-dynamics
A tutorial-style repository to master network analysis in Python using real-world Netflix collaboration data. Learn to construct, analyze, and visualize evolving networks with networkx, track temporal trends, and detect communities — perfect for aspiring data scientists and SNA enthusiasts.
Language: Jupyter Notebook - Size: 2.5 MB - Last synced at: 29 days ago - Pushed at: 29 days ago - Stars: 0 - Forks: 0
PhPlam/tegrom
Temporal graph model on DOM
Language: Python - Size: 229 MB - Last synced at: 10 days ago - Pushed at: about 1 month ago - Stars: 2 - Forks: 0
wiheto/teneto
Temporal Network Tools
Language: Python - Size: 22.6 MB - Last synced at: about 14 hours ago - Pushed at: over 1 year ago - Stars: 84 - Forks: 27
remigenet/TKAT
Temporal Kolmogorov-Arnold Transformer
Language: Jupyter Notebook - Size: 206 KB - Last synced at: 13 days ago - Pushed at: 4 months ago - Stars: 79 - Forks: 12
pitmonticone/EpiSimulator
EpiSimulator: A Data-Driven Stochastic Hybrid Model for COVID-19 in Italy.
Language: Jupyter Notebook - Size: 513 MB - Last synced at: 17 days ago - Pushed at: over 2 years ago - Stars: 7 - Forks: 1
IngoScholtes/pathpy
pathpy is an OpenSource python package for the modeling and analysis of pathways and temporal networks using higher-order and multi-order graphical models
Language: Python - Size: 828 KB - Last synced at: 6 days ago - Pushed at: almost 5 years ago - Stars: 145 - Forks: 29
ferencberes/online-node2vec
Node Embeddings in Dynamic Graphs
Language: Jupyter Notebook - Size: 2.84 MB - Last synced at: about 18 hours ago - Pushed at: over 3 years ago - Stars: 56 - Forks: 11
StephanyRajeh/TGF
A repository of the paper: Trivial Graph Features and Old-School Learning for Anomalous Link Detection in Link Streams
Language: Jupyter Notebook - Size: 118 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0
reticula-network/reticula-python
Python binding for Reticula: the general purpose library for analysing static, temporal and hypergraph networks.
Language: C++ - Size: 6.61 MB - Last synced at: about 21 hours ago - Pushed at: 5 months ago - Stars: 19 - Forks: 0
claws-lab/INPAC
Code and data for the KDD 2023 paper "Predicting Information Pathways Across Online Communities."
Language: Python - Size: 37.1 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 22 - Forks: 2
anty-filidor/bdma-experiments
Experimental repo for paper: https://doi.org/10.26599/BDMA.2024.9020010
Language: Jupyter Notebook - Size: 2.1 MB - Last synced at: 2 months ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0
reticula-network/reticula
The general purpose library for analysing static, temporal and hypergraph networks.
Language: C++ - Size: 823 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 17 - Forks: 1
InPhyT/Social_Ego_Network_Analysis
Ego Graph Analysis on Social Media.
Language: Jupyter Notebook - Size: 66.3 MB - Last synced at: 17 days ago - Pushed at: over 2 years ago - Stars: 10 - Forks: 1
sg-dev/pathpy
pathpy is an OpenSource python package for the analysis of time series data on networks using higher-order and multi-order graphical models.
Language: Python - Size: 1.65 MB - Last synced at: about 2 months ago - Pushed at: over 6 years ago - Stars: 2 - Forks: 0
INK-USC/RE-Net
Recurrent Event Network: Autoregressive Structure Inference over Temporal Knowledge Graphs (EMNLP 2020)
Language: Python - Size: 25.8 MB - Last synced at: 5 months ago - Pushed at: about 3 years ago - Stars: 436 - Forks: 95
erfanloghmani/myket-android-application-market-dataset
This Myket Dataset comprises Android application install interactions from a subset of users in the Myket Android application market.
Language: Jupyter Notebook - Size: 18.6 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 2 - Forks: 0
IdeasLabUT/dynetworkx
Python package for importing and analyzing discrete- and continuous-time dynamic networks
Language: Jupyter Notebook - Size: 6.48 MB - Last synced at: 12 days ago - Pushed at: 5 months ago - Stars: 7 - Forks: 2
Cantoria/dynamic-graph-papers
Archive of Temporal Knowledge Reasoning in Social Network and Knowledge Graph
Size: 72.3 KB - Last synced at: 5 months ago - Pushed at: over 1 year ago - Stars: 424 - Forks: 64
mindrones/timely-dependency-graph
Temporal Dependency Graph
Language: JavaScript - Size: 1.88 MB - Last synced at: 20 days ago - Pushed at: over 8 years ago - Stars: 49 - Forks: 3
kelvin-jose/ctdne
This repository contains the hands-on implementation of the CTDNE paper.
Language: Jupyter Notebook - Size: 1.75 MB - Last synced at: 4 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0
benmaier/tacoma
Temporal networks in Python. Provides fast tools to analyze temporal contact networks and simulate dynamic processes on them using Gillespie's SSA.
Language: C++ - Size: 9.28 MB - Last synced at: 7 days ago - Pushed at: almost 5 years ago - Stars: 105 - Forks: 7
erfanloghmani/effect-of-loss-function-tbatching Fork of claws-lab/jodie
The code for "Effect of Choosing Loss Function when Using T-batching for Representation Learning on Dynamic Networks"
Language: Python - Size: 121 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 2 - Forks: 2
simondelarue/dynGNN
Representation and learning framework for dynamic graphs using Graph Neural Networks.
Language: Python - Size: 88 MB - Last synced at: 9 months ago - Pushed at: about 3 years ago - Stars: 12 - Forks: 1
thongphamthe/PAFit
PAFit source
Language: R - Size: 10.5 MB - Last synced at: 2 days ago - Pushed at: about 1 year ago - Stars: 17 - Forks: 1
j-i-l/pyAlluv
matplotlib based tool for the visualization of alluvial diagrams.
Language: Python - Size: 83 KB - Last synced at: 9 days ago - Pushed at: over 1 year ago - Stars: 6 - Forks: 2
overtime3/overtime
A Temporal Networks Library written in Python
Language: Python - Size: 14.8 MB - Last synced at: 13 days ago - Pushed at: over 3 years ago - Stars: 12 - Forks: 7
ferencberes/twittertennis
Utility python package for RG17 and UO17 Twitter tennis data sets.
Language: Python - Size: 313 KB - Last synced at: 3 months ago - Pushed at: almost 4 years ago - Stars: 3 - Forks: 1
hzhbuaa/PAD_code
Probabilistic activity driven model of temporal simplicial networks and its application on higher-order dynamics
Language: Python - Size: 12.7 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 4 - Forks: 0
lukablagoje/temporal-patterns-of-reciprocity-in-communication-networks
The study delves into the dynamics of human communication within various social settings, from intimate groups to global online platforms, focusing on the reciprocal exchange of information as a cornerstone for social stability, cohesion, and cooperation.
Language: Jupyter Notebook - Size: 1.59 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0
ferencberes/DEBS-graph-stream-tutorial
DEBS 2021: Graph Stream Analytics tutorial
Language: Jupyter Notebook - Size: 4.94 MB - Last synced at: about 1 year ago - Pushed at: almost 4 years ago - Stars: 11 - Forks: 0
ana-vranic/Stack-Exchange-communities
Comparison between closed and active Stack Exchange communities; dynamic of the users' reputation; the influence of the core users on the community sustainability
Language: Jupyter Notebook - Size: 173 MB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 2 - Forks: 0
rootlu/MMDNE
Source code for CIKM 2019 paper "Temporal Network Embedding with Micro- and Macro-dynamics"
Language: Python - Size: 1.21 MB - Last synced at: 5 months ago - Pushed at: over 3 years ago - Stars: 37 - Forks: 14
axelv/TCN Fork of locuslab/TCN
Sequence modeling benchmarks and temporal convolutional networks
Language: Python - Size: 15.9 MB - Last synced at: about 1 year ago - Pushed at: about 7 years ago - Stars: 0 - Forks: 0
t4d-gmbh/EndemicPy
Python package to simulate a vast range of transmission processes on various structures
Language: Python - Size: 368 KB - Last synced at: 24 days ago - Pushed at: over 2 years ago - Stars: 12 - Forks: 6
krzysztof-turowski/duplication-divergence
Software for duplication-divergence model analysis
Language: C++ - Size: 11.8 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
aurorarossi/TemporalBrainNetworksCode
Julia code used in the paper "On null models for temporal small-worldness in brain dynamics"
Language: Julia - Size: 21.1 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
temporal-graphs/STM
Structural Temporal Modeling to characterize temporal networks
Language: Jupyter Notebook - Size: 4.35 MB - Last synced at: 7 months ago - Pushed at: over 1 year ago - Stars: 6 - Forks: 0
celi52/STHN
STHN: Simplifying Temporal Heterogeneous Network for Continuous-Time Link Prediction [CIKM 2023]
Language: Python - Size: 1010 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0
ngozzi/temporal-networks
Introduction to temporal networks and the activity driven framework with code
Language: Jupyter Notebook - Size: 5.08 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0
pietrocinaglia/dante
DANTE is a software tool for pairwise alignment of dynamic networks. It computes the topological node similarities via temporal embedding.
Size: 524 KB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 1
marlin-codes/HTGN
PyTorch Implementation for "Discrete-time Temporal Network Embedding via Implicit Hierarchical Learning in Hyperbolic Space (KDD2021)"
Language: Python - Size: 2.21 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 33 - Forks: 4
StraphX/Straph
Straph is a Python package for the modelisation, analysis and visualisation of Stream Graphs (https://arxiv.org/abs/1710.04073).
Language: Python - Size: 15.4 MB - Last synced at: about 11 hours ago - Pushed at: over 3 years ago - Stars: 5 - Forks: 3
simondelarue/TemporalRandomWalk
Given a temporal network, performs Temporal Random Walk using different sampling strategies.
Language: Python - Size: 1.31 MB - Last synced at: 9 months ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 1
NamyongPark/EvoKG
[WSDM 2022] EvoKG: Jointly Modeling Event Time and Network Structure for Reasoning over Temporal Knowledge Graphs
Language: Python - Size: 21.2 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 35 - Forks: 8
TiphaineV/pattern-mining
Language: Jupyter Notebook - Size: 74.1 MB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0
Garvit244/Shapefile_to_Network
Convert Shapefile to the Network and find number of shortest paths
Language: Python - Size: 176 KB - Last synced at: over 1 year ago - Pushed at: about 6 years ago - Stars: 16 - Forks: 9
jomazi/twitter-long-term-trends
Detection and Analysis of Long-term Twitter Trends
Language: Python - Size: 53.7 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0
geon0325/THyMe
Source code for KAIS (2023) paper "Temporal Hypergraph Motifs" and ICDM 2021 paper "THyMe+: Temporal Hypergraph Motifs and Fast Algorithms for Exact Counting."
Language: C++ - Size: 1.46 MB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 5 - Forks: 3
soca-git/overtime
A Temporal Networks Library written in Python
Language: Python - Size: 36.6 MB - Last synced at: 5 months ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0
tridivb/Soccer_Ball_Detector_with_FCNN_and_ConvLSTM
A Soccer Ball Detector using Fully Convolutional Neural Networks and ConvLSTM
Language: Python - Size: 142 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 11 - Forks: 0
GemsLab/node2bits
Compact time- and attribute-aware node representations
Language: Python - Size: 36.1 KB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 5 - Forks: 6
Andreaierardi/Master-Thesis-SNA-Borsa-Italiana
Social Network Analysis on post trade data: centrality, scale free behavior and resiliency of the networks over time
Language: Jupyter Notebook - Size: 190 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0
xuehansheng/DyHATR Fork of skx300/DyHATR
[ECML-PKDD'20] Modeling Dynamic Heterogeneous Network for Link Prediction using Hierarchical Attention with Temporal RNN
Language: Python - Size: 7.17 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 4 - Forks: 1
philipplorenz/memory_community_matching
Matching procedure for tracing communities in temporal data
Language: Python - Size: 9.77 KB - Last synced at: about 2 years ago - Pushed at: about 7 years ago - Stars: 7 - Forks: 1
ferencberes/online-centrality
Temporal Walk Based Centrality Metric for Graph Streams
Language: Python - Size: 882 KB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 10 - Forks: 6
nershman/WikipediaEditors
Exploratory Analysis of Wiki users using graphs
Size: 1.22 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0
alreich/constraint-algebras
Algebras for qualitative reasoning about time, space, etc.
Language: Common Lisp - Size: 537 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 0
burnpiro/wod-bike-temporal-network
Temporal Network of bicycle usage in Wroclaw (PL)
Language: Jupyter Notebook - Size: 409 MB - Last synced at: 9 days ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 1
alaradirik/complex-networks
A collection of complex networks assignments
Language: Jupyter Notebook - Size: 848 KB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 4 - Forks: 2
ksemer/DurableGraphPatterns
Algorithm for handling Top-k Durable Graph Pattern Queries on Temporal Graphs - TKDE
Language: Java - Size: 2.41 MB - Last synced at: about 2 years ago - Pushed at: almost 7 years ago - Stars: 0 - Forks: 1
oeljeklaus-you/TempGraphPath
时序图单源最短路径算法
Language: C++ - Size: 84 KB - Last synced at: 13 days ago - Pushed at: about 6 years ago - Stars: 0 - Forks: 1
ferencberes/msc-thesis
Repository for my applied mathematician master thesis
Language: C++ - Size: 4.63 MB - Last synced at: about 2 years ago - Pushed at: almost 10 years ago - Stars: 1 - Forks: 0