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Topics: complex-networks

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4 repositories by Attention Score · May 7, 2026 – Nov 2, 2026 (UTC)

Language: Python
Topic: complex-networks
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1.networkx / networkx

Network Analysis in Python

python
complex-networks
graph-theory
graph-algorithms
graph-analysis
graph-generation
+1 more

Python Other license17K total3.7K forks

+565 stars

from 16,815 · score 6.34

2.igraph / python-igraph

Python interface for igraph

complex-networks
graph-algorithms
graph-theory
mathematics
network-analysis
network-graph
+1 more

Python GPL-2.01.5K total273 forks

+27 stars

from 1,438 · score 3.33

3.GiulioRossetti / cdlib

Community Discovery Library

community-discovery
complex-networks
community-evaluation
cdlib
community-detection
network-analysis
+2 more

Python BSD-2-CLAUSE429 total77 forks

+11 stars

from 418 · score 2.48

4.pygraphviz / pygraphviz

Python interface to Graphviz graph drawing package

graph-visualization
complex-networks
python

Python Other license848 total231 forks

+10 stars

from 838 · score 2.40

Order: Attention Score

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Ranked by stars gained in the window. The score is the natural log of one plus that gain, so a repository's rank is exactly its star gain's rank.

score = log1p(net stars gained in the trailing T complete UTC days)

A repository is ranked only when its Star History covers every day of the window and its latest Observation is not missing.

The longest window is 180 days. Star History from the Repository Host goes back at most 180 days before a repository's first Observation. A longer window needs more days of Observations first. A repository younger than the window is not ranked in it.

The filters narrow the same eligible repositories. A repository matches the topics when it has any of them. Total stars is the count now. Last push and creation on the Repository Host count back from the start of today (UTC). The counts beside the languages, licenses, and topics include all ranked repositories in the window. A Category holds the repositories that its published rules match; see Categories.

Repositories enter the index from the Seed Dataset or by gaining stars faster than the published admission threshold, whatever their size. Admission is permanent, so an archived repository can still rank.

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