ndlib

Network Diffusion Library - (for NetworkX and iGraph)

https://github.com/giuliorossetti/ndlib

Science Score: 46.0%

This score indicates how likely this project is to be science-related based on various indicators:

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CITATION.cff file
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codemeta.json file
Found codemeta.json file
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.zenodo.json file
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DOI references
Found 2 DOI reference(s) in README
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Academic publication links
Links to: arxiv.org, science.org, zenodo.org
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Committers with academic emails
1 of 21 committers (4.8%) from academic institutions
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Institutional organization owner
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JOSS paper metadata
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Scientific vocabulary similarity
Low similarity (15.4%) to scientific vocabulary

Keywords

complex-networks epidemics opinion-dynamics simulation

Last synced: 6 months ago · JSON representation

Repository

Network Diffusion Library - (for NetworkX and iGraph)

Basic Info

Host: GitHub
Owner: GiulioRossetti
License: bsd-2-clause
Language: Python
Default Branch: master
Homepage: http://ndlib.readthedocs.io/
Size: 2.07 MB

Statistics

Stars: 292
Watchers: 11
Forks: 82
Open Issues: 40
Releases: 9

Topics

complex-networks epidemics opinion-dynamics simulation

Created over 9 years ago · Last pushed over 1 year ago

Metadata Files

Readme Contributing License Code of conduct

README.md

NDlib - Network Diffusion Library

plot

NDlib provides implementations of several spreading and opinion dynamics models.

The project documentation can be found on ReadTheDocs.

If you use NDlib as support to your research consider citing:

G. Rossetti, L. Milli, S. Rinzivillo, A. Sirbu, D. Pedreschi, F. Giannotti. NDlib: a Python Library to Model and Analyze Diffusion Processes Over Complex Networks. Journal of Data Science and Analytics. 2017. DOI:0.1007/s41060-017-0086-6 (pre-print available on arXiv)

G. Rossetti, L. Milli, S. Rinzivillo, A. Sirbu, D. Pedreschi, F. Giannotti. "NDlib: Studying Network Diffusion Dynamics", IEEE International Conference on Data Science and Advanced Analytics, DSAA. 2017.

Promo Video

Installation

To install the library just download (or clone) the current project and copy the ndlib folder in the root of your application.

Alternatively use pip: bash sudo pip install ndlib

Documentation, Tutorials and Online Environments

For examples, tutorials and a complete reference visit the project documentation website on ReadTheDocs.

If you would like to test NDlib functionalities withouth installing anything on your machine consider using the preconfigured Jupyter Hub instances offered by SoBigData++.

Jupyter Notebook Tutorial

Interested in an extensive tutorial on NDlib? Check out the official Jupyter Notebooks!

NDlib Overview

NDlib-Rest

Collaborate with us!

NDlib is an active project, any contribution is welcome!

If you like to include your model in NDlib (as well as in NDlib-REST) feel free to fork the project, open an issue and contact us.

How to contribute to this project?

Contributing is good, doing it correctly is better! Check out our rules, issue a proper pull request /bug report / feature request.

Do you want to be part of the NDlib community to discuss enhancements, desiderata, bug fix? Join us on Slack!

We are a welcoming community... just follow the Code of Conduct.

Owner

Name: Giulio Rossetti
Login: GiulioRossetti
Kind: user
Location: Italy
Company: Italian National Research Council

Website: http://about.giuliorossetti.net
Twitter: giuliorossetti
Repositories: 19
Profile: https://github.com/GiulioRossetti

Researcher @kdd-lab

GitHub Events

Total

Issues event: 4
Watch event: 15
Issue comment event: 5
Pull request review event: 2
Pull request event: 2
Fork event: 4

Last Year

Issues event: 4
Watch event: 15
Issue comment event: 5
Pull request review event: 2
Pull request event: 2
Fork event: 4

Committers

Last synced: about 2 years ago

All Time

Total Commits: 511
Total Committers: 21
Avg Commits per committer: 24.333
Development Distribution Score (DDS): 0.348

Past Year

Commits: 18
Committers: 4
Avg Commits per committer: 4.5
Development Distribution Score (DDS): 0.278

Top Committers

Name	Email	Commits
Giulio Rossetti	g**i@g**m	333
pyup-bot	g**t@p**o	89
letizia	m**i@d**t	26
Tensaiz	m**1@g**m	22
grl	g**i@e**h	11
alinasirbu	a**b@g**m	7
Aditya Lahiri	a**9@g**m	3
ValentinaPansanella	v**a@g**m	3
gmavros1	g**i@c**r	3
Michael Dorner	m**l@m**e	2
LetiziaMilli	l**3@g**m	2
hatwhale	k**3@y**u	1
Szabolcs Horvát	s**t@g**m	1
James Alexander Hughes	j**9@G**m	1
tdrumhel1	3****1	1
fossabot	b**s@f**o	1
jhughes	j**9@g**m	1
Gaia Noseworthy	5****n	1
Sumaiya Amin	4****9	1
GiacomoZoppi	1****i	1
Bhaskar Gautam	b****4	1

Committer Domains (Top 20 + Academic)

fossa.io: 1 ya.ru: 1 michaeldorner.de: 1 csd.auth.gr: 1 epfl.ch: 1 di.unipi.it: 1 pyup.io: 1

Issues and Pull Requests

Last synced: 6 months ago

All Time

Total issues: 49
Total pull requests: 67
Average time to close issues: 21 days
Average time to close pull requests: 3 months
Total issue authors: 30
Total pull request authors: 20
Average comments per issue: 2.8
Average comments per pull request: 0.58
Merged pull requests: 20
Bot issues: 0
Bot pull requests: 1

Past Year

Issues: 4
Pull requests: 3
Average time to close issues: 5 months
Average time to close pull requests: N/A
Issue authors: 4
Pull request authors: 2
Average comments per issue: 0.25
Average comments per pull request: 0.0
Merged pull requests: 0
Bot issues: 0
Bot pull requests: 0

View more stats

Top Authors

Issue Authors

gaianoseworthy (8)
ggrrll (4)
BrandonKMLee (4)
sara-02 (3)
SaicharanRitwik39 (2)
Tensaiz (2)
pulquero (2)
rmbw51 (1)
meekokaka (1)
JustinLouazel (1)
soudy (1)
michaeldorner (1)
PeterCarragher (1)
yunshiuan (1)
jasongong11 (1)

Pull Request Authors

pyup-bot (42)
GiulioRossetti (4)
llaltxll (2)
ggrrll (2)
jameshughes89 (2)
neserende (2)
lgtm-com[bot] (1)
amshoo (1)
szhorvat (1)
ValentinaPansanella (1)
Tensaiz (1)
gmavros1 (1)
hadjipantelis (1)
tommybru (1)
pitmonticone (1)

Top Labels

Issue Labels

enhancement (6) bug (2) wontfix (2) question (1) Docs (1)

Pull Request Labels

Packages

Total packages: 1
Total downloads:
- pypi 1,285 last-month

Total dependent packages: 4
Total dependent repositories: 15
Total versions: 17
Total maintainers: 1

pypi.org: ndlib

Network Diffusion Library

Homepage: https://github.com/GiulioRossetti/ndlib
Documentation: https://ndlib.readthedocs.io/
License: BSD-Clause-2
Latest release: 5.1.1
published over 4 years ago

Versions: 17
Dependent Packages: 4
Dependent Repositories: 15
Downloads: 1,285 Last month

Rankings

Dependent packages count: 2.4%

Dependent repos count: 3.7%

Stargazers count: 4.0%

Average: 4.8%

Forks count: 5.1%

Downloads: 8.5%

Maintainers (1)

GiulioRossetti

Last synced: 6 months ago

Dependencies

requirements.txt pypi

bokeh >=1.3.4
docutils ==0.15.2
matplotlib >=3.0.
netdispatch >=0.0.7
networkx >=2.4
numpy >=1.17.
pandas *
pillow *
pyintergraph *
python-igraph *
salib >=1.3
six *
sklearn *
tqdm *

setup.py pypi

bokeh *
dynetx *
future *
netdispatch *
networkx *
numpy *
python-igraph *
scipy *