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Top 10 network-science open source projects
Awesome Network Analysis
A curated list of awesome network analysis resources.
✭ 2,525
r
awesome
awesome-list
list
network-analysis
network-visualization
graph-theory
social-networks
network-science
complex-networks
social-network-analysis
political-networks
semantic-networks
disease-networks
historical-networks
sna
Awesome Community Detection
A curated list of community detection research papers with implementations.
✭ 1,874
python
deep-learning
machine-learning
data-science
clustering
social-network
unsupervised-learning
network-analysis
matrix-factorization
community-detection
network-science
deepwalk
networkx
dimensionality-reduction
factorization
igraph
embedding
graph-clustering
node2vec
network-clustering
bigclam
ai-distillery
Automatically modelling and distilling knowledge within AI. In other words, summarising the AI research firehose.
✭ 20
python
javascript
nlp
information-retrieval
research
graphs
network-science
arxiv
knowledge-base
meta-research
summarisation
PDN
The official PyTorch implementation of "Pathfinder Discovery Networks for Neural Message Passing" (WebConf '21)
✭ 44
python
data-science
deep-learning
cheminformatics
network-science
pytorch
deepwalk
transformer
pathfinder
molecules
multiplex
bert
message-passing
gcn
graph-classification
node-classification
neural-message-passing
graph2vec
gnn
graph-neural-network
gpt-3
ntds 2018
Material for the EPFL master course "A Network Tour of Data Science", edition 2018.
✭ 59
Jupyter Notebook
TeX
education
data-science
epfl
graphs
network-science
resolutions-2019
A list of data mining and machine learning papers that I implemented in 2019.
✭ 19
resolution
machine-learning
deep-learning
tensorflow
sklearn
network-science
pytorch
deepwalk
scipy
attention-mechanism
network-embedding
graph-kernel
graph-convolutional-networks
gcn
graph-clustering
node2vec
graph-embedding
graph-classification
node-classification
node-embedding
EstimNetDirected
Equilibrium Expectation for ERGM parameter estimation for large directed networks
✭ 18
c
HTML
C++
r
python
shell
algorithm
statistics
research
network-science
network-analysis
social-network-analysis
mcmc
ergm
football-graphs
Graphs and passing networks in football.
✭ 81
HTML
clojure
shell
SCSS
javascript
graphs
network-science
soccer
data-visualization
networkx
football-data
data-analysis
complex-networks
jgrapht
betweenness-centrality
clustering-coefficient
eigenvector-centrality
sports-analytics
algebraic-connectivity
flow-centrality
flow-betweenness
passmap
passing-network
einet
Uncertainty and causal emergence in complex networks
✭ 77
Jupyter Notebook
python
scale
information-theory
network-science
causal-emergence
ntds 2019
Material for the EPFL master course "A Network Tour of Data Science", edition 2019.
✭ 62
Jupyter Notebook
javascript
TeX
CSS
HTML
Makefile
python
education
data-science
epfl
graphs
network-science
graph-neural-networks
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network-science projects