RecursiveArrayTools

Tools for easily handling objects like arrays of arrays and deeper nestings in scientific machine learning (SciML) and other applications

https://github.com/sciml/recursivearraytools.jl

Science Score: 54.0%

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

✓
CITATION.cff file
Found CITATION.cff file
✓
codemeta.json file
Found codemeta.json file
✓
.zenodo.json file
Found .zenodo.json file
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DOI references
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Academic publication links
✓
Committers with academic emails
7 of 63 committers (11.1%) 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 (11.8%) to scientific vocabulary

Keywords

array recursion scientific-machine-learning sciml vector

Keywords from Contributors

ode sde differential-equations pde dde numeric dae stochastic-differential-equations differentialequations julialang

Last synced: 4 months ago · JSON representation ·

Repository

Tools for easily handling objects like arrays of arrays and deeper nestings in scientific machine learning (SciML) and other applications

Basic Info

Host: GitHub
Owner: SciML
License: other
Language: Julia
Default Branch: master
Homepage: https://docs.sciml.ai/RecursiveArrayTools/stable/
Size: 3.87 MB

Statistics

Stars: 224
Watchers: 7
Forks: 68
Open Issues: 44
Releases: 0

Topics

array recursion scientific-machine-learning sciml vector

Created about 9 years ago · Last pushed 4 months ago

Metadata Files

Readme License Citation

RecursiveArrayTools.jl

RecursiveArrayTools.jl is a set of tools for dealing with recursive arrays like arrays of arrays.

Tutorials and Documentation

For information on using the package, see the stable documentation. Use the in-development documentation for the version of the documentation, which contains the unreleased features.

Example

VectorOfArray

```julia using RecursiveArrayTools a = [[1, 2, 3], [4, 5, 6], [7, 8, 9]] b = [[1, 2, 3], [4, 5, 6], [7, 8, 9]] vA = VectorOfArray(a) vB = VectorOfArray(b)

vA .* vB # Now all standard array stuff works! ```

ArrayPartition

```julia a = (rand(5), rand(5)) b = (rand(5), rand(5)) pA = ArrayPartition(a) pB = ArrayPartition(b)

pA .* pB # Now all standard array stuff works!

or do:

x0 = rand(3, 3) v0 = rand(3, 3) a0 = rand(3, 3) u0 = ArrayPartition(x0, v0, a0) u0.x[1] == x0 # true

u0 .+= 1 u0.x[2] == v0 # still true

do some calculations creating a new partitioned array

unew = u0 * 10

easily access the individual components without having to rely on complicated indexing

xnew, vnew, anew = unew.x ```

Owner

Name: SciML Open Source Scientific Machine Learning
Login: SciML
Kind: organization
Email: contact@chrisrackauckas.com

Website: https://sciml.ai
Twitter: SciML_Org
Repositories: 170
Profile: https://github.com/SciML

Open source software for scientific machine learning

Citation (CITATION.bib)

@article{DifferentialEquations.jl-2017,
 author = {Rackauckas, Christopher and Nie, Qing},
 doi = {10.5334/jors.151},
 journal = {The Journal of Open Research Software},
 keywords = {Applied Mathematics},
 note = {Exported from https://app.dimensions.ai on 2019/05/05},
 number = {1},
 pages = {},
 title = {DifferentialEquations.jl – A Performant and Feature-Rich Ecosystem for Solving Differential Equations in Julia},
 url = {https://app.dimensions.ai/details/publication/pub.1085583166 and http://openresearchsoftware.metajnl.com/articles/10.5334/jors.151/galley/245/download/},
 volume = {5},
 year = {2017}
}

GitHub Events

Total

Create event: 45
Release event: 15
Issues event: 16
Watch event: 11
Delete event: 26
Issue comment event: 125
Push event: 167
Pull request review comment event: 18
Pull request review event: 28
Pull request event: 105
Fork event: 8

Last Year

Create event: 45
Release event: 15
Issues event: 16
Watch event: 11
Delete event: 26
Issue comment event: 125
Push event: 167
Pull request review comment event: 18
Pull request review event: 28
Pull request event: 105
Fork event: 8

Committers

Last synced: 6 months ago

All Time

Total Commits: 949
Total Committers: 63
Avg Commits per committer: 15.063
Development Distribution Score (DDS): 0.46

Past Year

Commits: 91
Committers: 14
Avg Commits per committer: 6.5
Development Distribution Score (DDS): 0.549

Top Committers

Name	Email	Commits
Christopher Rackauckas	a**s@c**m	512
Aayush Sabharwal	a**l@j**m	119
Yingbo Ma	m**5@g**m	41
Jesse Chan	j**n@g**m	30
Sharan Yalburgi	s**i@g**m	21
Arno Strouwen	a**n@t**e	19
CompatHelper Julia	c**y@j**g	15
dependabot[bot]	4****]	15
github-actions[bot]	4****]	10
Anant Thazhemadam	a**m@g**m	10
Oscar Smith	o**h@g**m	10
ErikQQY	2**3@q**m	9
David Widmann	d**t@d**e	8
Mateusz Baran	m**9@g**m	7
Hendrik Ranocha	m**l@r**e	7
Chris Elrod	e**c@g**m	6
Valentin Churavy	v**y@g**m	6
Gabriel Gellner	g**r@g**m	5
Dhairya Gandhi	d**a@j**m	5
Dehann Fourie	6****n	5
lxvm	l**o@v**m	4
Michele Pugno	m**o@g**m	4
femtocleaner[bot]	f****]	4
Jeff Eldredge	j**e@g**u	4
Grigory Starkov	m**2@g**m	4
Frank Schaefer	k**e@w**e	4
DrChainsaw	c**y@g**m	4
Bart de Koning	b**4@h**m	4
Amin	a**i@l**m	3
nantonel	n**l@i**h	3
and 33 more...

Committer Domains (Top 20 + Academic)

juliahub.com: 2 chrisrackauckas.com: 1 telenet.be: 1 julialang.org: 1 qq.com: 1 devmotion.de: 1 ranocha.de: 1 vanmunoz.com: 1 g.ucla.edu: 1 idiap.ch: 1 cnrs.fr: 1 proton.me: 1 mit.edu: 1 cdg.dev: 1 janlucaklees.de: 1 student.bham.ac.uk: 1 juliacopmuting.com: 1 michaelgoerz.net: 1 alum.mit.edu: 1 plav.in: 1 uchicago.edu: 1 simons-rock.edu: 1

Issues and Pull Requests

Last synced: 4 months ago

All Time

Total issues: 70
Total pull requests: 325
Average time to close issues: 2 months
Average time to close pull requests: 5 days
Total issue authors: 48
Total pull request authors: 43
Average comments per issue: 9.34
Average comments per pull request: 0.64
Merged pull requests: 263
Bot issues: 0
Bot pull requests: 56

Past Year

Issues: 15
Pull requests: 101
Average time to close issues: 2 days
Average time to close pull requests: 1 day
Issue authors: 13
Pull request authors: 21
Average comments per issue: 0.93
Average comments per pull request: 0.51
Merged pull requests: 72
Bot issues: 0
Bot pull requests: 13

View more stats

Top Authors

Issue Authors

jlchan (4)
ArnoStrouwen (3)
vpuri3 (3)
ChrisRackauckas (3)
ranocha (2)
ma-sadeghi (2)
bvdmitri (2)
JoshuaLampert (2)
danielwe (2)
lukas-weber (2)
efaulhaber (2)
muendlein (2)
j-fu (2)
AayushSabharwal (2)
ErikQQY (2)

Pull Request Authors

ChrisRackauckas (82)
AayushSabharwal (65)
github-actions[bot] (32)
dependabot[bot] (24)
ArnoStrouwen (22)
jlchan (12)
oscardssmith (8)
thazhemadam (7)
DhairyaLGandhi (7)
avik-pal (4)
mateuszbaran (4)
ranocha (4)
vchuravy (3)
SouthEndMusic (3)
Snowd1n (3)

Top Labels

Issue Labels

bug (26) question (3)

Pull Request Labels

dependencies (24) github_actions (1)

Packages

Total packages: 1
Total downloads:
- julia 12,391 total

Total dependent packages: 106
Total dependent repositories: 8
Total versions: 203

juliahub.com: RecursiveArrayTools

Tools for easily handling objects like arrays of arrays and deeper nestings in scientific machine learning (SciML) and other applications

Homepage: https://docs.sciml.ai/RecursiveArrayTools/stable/
Documentation: https://docs.juliahub.com/General/RecursiveArrayTools/stable/
License: MIT
Latest release: 3.37.1
published 5 months ago

Versions: 203
Dependent Packages: 106
Dependent Repositories: 8
Downloads: 12,391 Total

Rankings

Dependent packages count: 0.8%

Average: 2.9%

Forks count: 3.0%

Dependent repos count: 3.7%

Stargazers count: 4.3%

Last synced: 4 months ago

Dependencies

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RecursiveArrayTools

Science Score: 54.0%

Keywords

Keywords from Contributors

Repository

Basic Info

Statistics

Topics

Metadata Files

README.md

RecursiveArrayTools.jl

Tutorials and Documentation

Example

VectorOfArray

ArrayPartition

or do:

do some calculations creating a new partitioned array

easily access the individual components without having to rely on complicated indexing

Owner

Citation (CITATION.bib)

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

juliahub.com: RecursiveArrayTools

Rankings

Dependencies