cadcad

Design, simulate, validate, and operate within complex systems

https://github.com/cadcad-org/cadcad

Science Score: 23.0%

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
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Academic publication links
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Committers with academic emails
1 of 25 committers (4.0%) 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 (10.2%) to scientific vocabulary

Keywords from Contributors

interactive serializer packaging network-simulation shellcodes hacking autograding observability embedded optim

Last synced: 10 months ago · JSON representation

Repository

Design, simulate, validate, and operate within complex systems

Basic Info

Host: GitHub
Owner: cadCAD-org
License: mit
Language: Python
Default Branch: master
Homepage: https://cadcad.org
Size: 16.2 MB

Statistics

Stars: 579
Watchers: 26
Forks: 275
Open Issues: 11
Releases: 5

Created almost 8 years ago · Last pushed about 2 years ago

Metadata Files

Readme Changelog Contributing Funding License Authors

README.md

``___________ ____ ________ __ ___/ / ____/ | / __ \ / ___/ __ / __ / / / /| | / / / / / // // / // / // __ |/ // / _/_,/_,/_// |/___/

by cadCAD ver. 0.5.3

   Complex Adaptive Dynamics
   o       i        e
   m       d        s
   p       e        i
   u       d        g
   t                n
   e
   r

``` cadCAD is a Python package that assists in the processes of designing, testing and validating complex systems through simulation, with support for Monte Carlo methods, A/B testing and parameter sweeping.

Getting Started

Change Log: ver. 0.5.3

0. Pre-installation Virtual Environments with `venv` (Optional):

If you wish to create an easy to use virtual environment to install cadCAD within, please use python's built in venv package.

**Create* a virtual environment:* bash $ python3 -m venv ~/cadcad

**Activate* an existing virtual environment:* bash $ source ~/cadcad/bin/activate (cadcad) $

**Deactivate* virtual environment:* bash (cadcad) $ deactivate $

1. Installation:

Requires >= Python 3.9.0

Option A: Install Using pip bash pip3 install cadCAD

Option B: Build From Source pip3 install -r requirements.txt python3 setup.py sdist bdist_wheel pip3 install dist/*.whl

2. Documentation:

3. Connect:

Website: https://www.cadcad.org
Discord: https://discord.gg/DX9uH8m4qY
Twitter: https://twitter.com/cadcad_org
Forum: https://community.cadcad.org
Github: https://github.com/cadCAD-org
Telegram: https://t.me/cadcad_org

4. Contribute to this repository:

Follow this document to start contributing!

Owner

Name: cadCAD: Complex Adaptive Dynamics Computer Aided Design
Login: cadCAD-org
Kind: organization
Email: cadcad.org@gmail.com
Location: Cyberspace

Website: cadcad.org
Twitter: cadcad_org
Repositories: 17
Profile: https://github.com/cadCAD-org

Design Framework for Generalized Dynamical Systems with a focus on Computer Aided Design and Digital Twins for Systems Incorporating Algorithmic Policy

GitHub Events

Total

Issues event: 4
Watch event: 30
Issue comment event: 2
Pull request event: 2
Pull request review event: 14
Fork event: 10

Last Year

Issues event: 4
Watch event: 30
Issue comment event: 2
Pull request event: 2
Pull request review event: 14
Fork event: 10

Committers

Last synced: about 1 year ago

All Time

Total Commits: 683
Total Committers: 25
Avg Commits per committer: 27.32
Development Distribution Score (DDS): 0.234

Past Year

Commits: 34
Committers: 9
Avg Commits per committer: 3.778
Development Distribution Score (DDS): 0.5

Top Committers

Name	Email	Commits
Joshua E. Jodesty	j**y@g**m	523
Markus	m**h@g**m	36
Danilo Lessa Bernardineli	d**a@g**m	34
Markus Buhatem Koch	3****h	17
Tyler Mace	t**e@g**m	15
Benjamin Scholtz	c**t@b**m	10
JEJodesty	1****y	8
Emanuel Lima	e****1	6
eenti	7****i	5
Emanuel Lima	e**a@o**m	4
Matt Barlin	3****0	3
zixuanzh	z**h@s**u	2
Shawn Anderson	s**n@l**m	2
Jonny Dubowsky	j**y@s**g	2
Griff Green	s**s@g**m	2
Benjamin	B****A	2
dependabot[bot]	4****]	2
Michael Zargham	m****m	2
David Llop	9****s	2
Zane Starr	z**r@g**m	1
fjribi	5****i	1
Shawn Anderson	y**g@p**n	1
SeanMcOwen	s**n@g**m	1
Benjamin Scholtz	b**s@g**m	1
Andrea Maria Piana	a**a@g**m	1

Committer Domains (Top 20 + Academic)

pop-os.lan: 1 sensecollective.org: 1 longtailfinancial.com: 1 seas.upenn.edu: 1 benjaminscholtz.com: 1

Issues and Pull Requests

Last synced: 11 months ago

All Time

Total issues: 51
Total pull requests: 121
Average time to close issues: 9 months
Average time to close pull requests: 2 months
Total issue authors: 20
Total pull request authors: 28
Average comments per issue: 2.55
Average comments per pull request: 0.44
Merged pull requests: 91
Bot issues: 0
Bot pull requests: 2

Past Year

Issues: 2
Pull requests: 2
Average time to close issues: 3 months
Average time to close pull requests: 23 minutes
Issue authors: 2
Pull request authors: 1
Average comments per issue: 1.5
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

danlessa (14)
BenSchZA (7)
LinuxIsCool (5)
JEJodesty (3)
SeanMcOwen (3)
zcstarr (2)
aclarkData (2)
DrCatman (2)
VHPL-UIS (1)
seichris (1)
markusbkoch (1)
jds3d (1)
rogervs (1)
Will-Holden (1)
jmercouris (1)

Pull Request Authors

JEJodesty (59)
danlessa (25)
LinuxIsCool (6)
emanuellima1 (5)
zcstarr (4)
BenSchZA (4)
markusbkoch (2)
dependabot[bot] (2)
tylerdmace (2)
alipostaci2001 (2)
SeanMcOwen (2)
AntoineRondelet (1)
eenti (1)
matttyb80 (1)
pverrone2112 (1)

Top Labels

Issue Labels

bug (9) New Feature (7) enhancement (5) discussion (4) environment (2) question (1) good first issue (1)

Pull Request Labels

enhancement (4) dependencies (2) bug (2) pre-release (1) documentation (1)

Packages

Total packages: 2
Total downloads:
- pypi 316 last-month

Total dependent packages: 0
(may contain duplicates)
Total dependent repositories: 12
(may contain duplicates)
Total versions: 16
Total maintainers: 2

pypi.org: cadcad

cadCAD: a differential games based simulation software package for research, validation, and Computer Aided Design of economic systems

Homepage: https://github.com/cadCAD-org/cadCAD
Documentation: https://cadcad.readthedocs.io/
License: LICENSE.txt
Latest release: 0.5.3
published about 2 years ago

Versions: 15
Dependent Packages: 0
Dependent Repositories: 12
Downloads: 316 Last month

Rankings

Stargazers count: 2.8%

Forks count: 3.2%

Dependent repos count: 4.3%

Average: 6.6%

Dependent packages count: 7.4%

Downloads: 15.5%

Maintainers (2)

JEJodesty emanuellima

Last synced: 11 months ago

conda-forge.org: cadcad

Homepage: https://github.com/cadCAD-org/cadCAD
License: MIT
Latest release: 0.4.28
published almost 4 years ago

Versions: 1
Dependent Packages: 0
Dependent Repositories: 0

Rankings

Forks count: 9.9%

Stargazers count: 17.0%

Average: 28.0%

Dependent repos count: 34.0%

Dependent packages count: 51.2%

Last synced: 11 months ago

Dependencies

requirements.txt pypi

dill ==0.3.4
fn ==0.4.3
funcy ==1.16
matplotlib ==3.3.2
networkx ==2.5
numpy ==1.22.0
pandas ==1.1.5
parameterized ==0.7.4
pathos ==0.2.8
plotly ==4.10.0
pytest ==6.0.2
pytz ==2021.1
scikit-learn ==0.23.2
scipy >=1.5.2
seaborn ==0.11.0
six >=1.11.0
tabulate ==0.8.7
wheel ==0.36.2
xarray ==0.16.0

setup.py pypi

dill *
fn *
funcy *
numpy *
pandas *
pathos *
pytz *
six *

cadcad

Science Score: 23.0%

Keywords from Contributors

Repository

Basic Info

Statistics

Metadata Files

README.md

by cadCAD ver. 0.5.3

Getting Started

Change Log: ver. 0.5.3

0. Pre-installation Virtual Environments with venv (Optional):

1. Installation:

2. Documentation:

3. Connect:

4. Contribute to this repository:

Owner

GitHub Events

Total

Last Year

Committers

All Time

Past Year

Top Committers

Committer Domains (Top 20 + Academic)

Issues and Pull Requests

All Time

Past Year

Top Authors

Issue Authors

Pull Request Authors

Top Labels

Issue Labels

Pull Request Labels

Packages

pypi.org: cadcad

Rankings

Maintainers (2)

conda-forge.org: cadcad

Rankings

Dependencies

0. Pre-installation Virtual Environments with `venv` (Optional):