BracketingNonlinearSolve

High-performance and differentiation-enabled nonlinear solvers (Newton methods), bracketed rootfinding (bisection, Falsi), with sparsity and Newton-Krylov support.

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

Science Score: 77.0%

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
✓
DOI references
Found 3 DOI reference(s) in README
✓
Academic publication links
Links to: zenodo.org
✓
Committers with academic emails
7 of 60 committers (11.7%) from academic institutions
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Institutional organization owner
○
JOSS paper metadata
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Scientific vocabulary similarity
Low similarity (13.9%) to scientific vocabulary

Keywords

bracketing deep-equilibrium-models differential-equations equilibrium factorization high-performance-computing julia newton-krylov newton-method newton-raphson nonlinear-equations scientific-machine-learning sciml sparse-matrices sparse-matrix steady-state

Keywords from Contributors

pde ode sde dae differentialequations stochastic-differential-equations neural-ode dde partial-differential-equations ordinary-differential-equations

Last synced: 4 months ago · JSON representation ·

Repository

High-performance and differentiation-enabled nonlinear solvers (Newton methods), bracketed rootfinding (bisection, Falsi), with sparsity and Newton-Krylov support.

Basic Info

Host: GitHub
Owner: SciML
License: mit
Language: Julia
Default Branch: master
Homepage: https://docs.sciml.ai/NonlinearSolve/stable/
Size: 37.7 MB

Statistics

Stars: 273
Watchers: 13
Forks: 52
Open Issues: 51
Releases: 0

Topics

Created over 5 years ago · Last pushed 5 months ago

Metadata Files

Readme License Citation

README.md

NonlinearSolve.jl

Fast implementations of root finding algorithms in Julia that satisfy the SciML common interface.

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.

High Level Examples

```julia using NonlinearSolve, StaticArrays

f(u, p) = u .* u .- 2 u0 = @SVector[1.0, 1.0] prob = NonlinearProblem(f, u0) solver = solve(prob)

Bracketing Methods

f(u, p) = u .* u .- 2.0 u0 = (1.0, 2.0) # brackets prob = IntervalNonlinearProblem(f, u0) sol = solve(prob) ```

Citation

If you found this library to be useful in academic work, then please cite:

bibtex @article{pal2024nonlinearsolve, title={NonlinearSolve. jl: High-Performance and Robust Solvers for Systems of Nonlinear Equations in Julia}, author={Pal, Avik and Holtorf, Flemming and Larsson, Axel and Loman, Torkel and Schaefer, Frank and Qu, Qingyu and Edelman, Alan and Rackauckas, Chris}, journal={arXiv preprint arXiv:2403.16341}, year={2024} }

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.cff)

cff-version: 1.2.0
message: "If you use this software, please cite it as below."
authors:
- family-names: "Pal"
  given-names: "Avik"
  orcid: "https://orcid.org/0000-0002-3938-7375"
- family-names: "Holtorf"
  given-names: "Flemming"
- family-names: "Larsson"
  given-names: "Axel"
- family-names: "Loman"
  given-names: "Torkel"
- family-names: "Rajput"
  given-names: "Utkarsh"
- family-names: "Schaefer"
  given-names: "Frank"
- family-names: "Qu"
  given-names: "Qingyu"
- family-names: "Edelman"
  given-names: "Alan"
- family-names: "Rackauckas"
  given-names: "Chris"
title: "NonlinearSolve.jl"
version: 4.0.0
doi: 10.5281/zenodo.10397607
date-released: 2024-11-0.3
url: "https://github.com/SciML/NonlinearSolve.jl"

GitHub Events

Total

Fork event: 13
Create event: 157
Commit comment event: 40
Release event: 63
Issues event: 90
Watch event: 36
Delete event: 82
Member event: 1
Issue comment event: 595
Push event: 601
Pull request event: 261
Pull request review event: 224
Pull request review comment event: 552

Last Year

Fork event: 13
Create event: 157
Commit comment event: 40
Release event: 63
Issues event: 90
Watch event: 36
Delete event: 82
Member event: 1
Issue comment event: 595
Push event: 601
Pull request event: 261
Pull request review event: 224
Pull request review comment event: 552

Committers

Last synced: 6 months ago

All Time

Total Commits: 1,764
Total Committers: 60
Avg Commits per committer: 29.4
Development Distribution Score (DDS): 0.592

Past Year

Commits: 429
Committers: 22
Avg Commits per committer: 19.5
Development Distribution Score (DDS): 0.508

Top Committers

Name	Email	Commits
Avik Pal	a**l@m**u	720
Christopher Rackauckas	a**s@c**m	437
Yash Raj Singh	y**8@g**m	83
Simon Carlson	c**3@g**m	69
ErikQQY	2**3@q**m	57
CompatHelper Julia	c**y@j**g	33
FHoltorf	3****f	30
ArnoStrouwen	a**n@t**e	29
Axel Larsson	6****o	27
Utkarsh	r**0@g**m	25
jClugstor	j**n@g**m	25
dependabot[bot]	4****]	21
Kanav Gupta	k**0@g**m	21
oscarddssmith	o**h@j**m	18
Yingbo Ma	m**5@g**m	15
Guillaume Dalle	2****e	15
Aayush Sabharwal	a**l@g**m	14
yonatanwesen	y**1@g**m	11
huiyuxie	h**e@g**m	11
Daniel González	d**s@g**m	9
AdityaPandeyCN	a**6@g**m	9
Anant Thazhemadam	a**m@g**m	8
Vaibhav Dixit	v**t@g**m	8
Hendrik Ranocha	m**l@r**e	7
Fabian Gittins	f**s@g**m	5
github-actions[bot]	4****]	5
Matt Bossart	6****t	5
David AW Barton	d**n@b**k	4
Songchen Tan	i@t****m	4
Huiyu Xie	h**e@H**l	4
and 30 more...

Committer Domains (Top 20 + Academic)

juliacomputing.com: 2 flatironinstitute.org: 1 rice.edu: 1 ucc.asn.au: 1 unibas.ch: 1 gmx.com: 1 amdci2.julia.csail.mit.edu: 1 manchester.ac.uk: 1 tansongchen.com: 1 bristol.ac.uk: 1 ranocha.de: 1 telenet.be: 1 julialang.org: 1 qq.com: 1 chrisrackauckas.com: 1 mit.edu: 1

Issues and Pull Requests

Last synced: 4 months ago

All Time

Total issues: 174
Total pull requests: 589
Average time to close issues: 4 months
Average time to close pull requests: 6 days
Total issue authors: 82
Total pull request authors: 48
Average comments per issue: 5.46
Average comments per pull request: 1.58
Merged pull requests: 430
Bot issues: 2
Bot pull requests: 98

Past Year

Issues: 58
Pull requests: 282
Average time to close issues: 24 days
Average time to close pull requests: 4 days
Issue authors: 38
Pull request authors: 23
Average comments per issue: 2.41
Average comments per pull request: 0.99
Merged pull requests: 185
Bot issues: 1
Bot pull requests: 51

View more stats

Top Authors

Issue Authors

avik-pal (25)
ChrisRackauckas (25)
ArnoStrouwen (5)
AayushSabharwal (4)
YingboMa (4)
KronosTheLate (4)
vpuri3 (4)
jamblejoe (4)
fgittins (3)
oscardssmith (3)
elbert5770 (3)
DanielVandH (3)
ErikQQY (3)
gdalle (3)
github-actions[bot] (2)

Pull Request Authors

avik-pal (174)
ChrisRackauckas (107)
github-actions[bot] (76)
oscardssmith (28)
AayushSabharwal (25)
ErikQQY (25)
dependabot[bot] (22)
ArnoStrouwen (19)
yash2798 (11)
fgittins (10)
CCsimon123 (9)
yonatanwesen (7)
jClugstor (7)
ChrisRackauckas-Claude (6)
gdalle (6)

Top Labels

Issue Labels

bug (56) new-algorithm (9) enhancement (9) wrapper (5) good first issue (3) question (3) documentation (2) help wanted (1)

Pull Request Labels

dependencies (22) github_actions (2) needs version bump (1)

Packages

Total packages: 11
Total downloads:
- julia 45,122 total

Total dependent packages: 40
(may contain duplicates)
Total dependent repositories: 0
(may contain duplicates)
Total versions: 242

juliahub.com: BracketingNonlinearSolve

High-performance and differentiation-enabled nonlinear solvers (Newton methods), bracketed rootfinding (bisection, Falsi), with sparsity and Newton-Krylov support.

Homepage: https://docs.sciml.ai/NonlinearSolve/stable/
Documentation: https://docs.juliahub.com/General/BracketingNonlinearSolve/stable/
License: MIT
Latest release: 1.3.0
published 9 months ago

Versions: 7
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 4,117 Total

Rankings

Downloads: 0.4%

Dependent repos count: 3.2%

Average: 6.6%

Dependent packages count: 16.3%

Last synced: 4 months ago

juliahub.com: NonlinearSolveBase

High-performance and differentiation-enabled nonlinear solvers (Newton methods), bracketed rootfinding (bisection, Falsi), with sparsity and Newton-Krylov support.

Homepage: https://docs.sciml.ai/NonlinearSolve/stable/
Documentation: https://docs.juliahub.com/General/NonlinearSolveBase/stable/
License: MIT
Latest release: 1.14.0
published 5 months ago

Versions: 22
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 6,145 Total

Rankings

Downloads: 1.8%

Dependent repos count: 3.2%

Average: 7.1%

Dependent packages count: 16.3%

Last synced: 4 months ago

juliahub.com: NonlinearSolveFirstOrder

High-performance and differentiation-enabled nonlinear solvers (Newton methods), bracketed rootfinding (bisection, Falsi), with sparsity and Newton-Krylov support.

Homepage: https://docs.sciml.ai/NonlinearSolve/stable/
Documentation: https://docs.juliahub.com/General/NonlinearSolveFirstOrder/stable/
License: MIT
Latest release: 1.7.0
published 5 months ago

Versions: 9
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 5,934 Total

Rankings

Downloads: 1.8%

Dependent repos count: 3.2%

Average: 7.1%

Dependent packages count: 16.3%

Last synced: 4 months ago

juliahub.com: NonlinearSolveQuasiNewton

High-performance and differentiation-enabled nonlinear solvers (Newton methods), bracketed rootfinding (bisection, Falsi), with sparsity and Newton-Krylov support.

Homepage: https://docs.sciml.ai/NonlinearSolve/stable/
Documentation: https://docs.juliahub.com/General/NonlinearSolveQuasiNewton/stable/
License: MIT
Latest release: 1.8.0
published 5 months ago

Versions: 10
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 5,873 Total

Rankings

Downloads: 2.3%

Dependent repos count: 3.2%

Average: 7.3%

Dependent packages count: 16.3%

Last synced: 4 months ago

juliahub.com: NonlinearSolveSpectralMethods

High-performance and differentiation-enabled nonlinear solvers (Newton methods), bracketed rootfinding (bisection, Falsi), with sparsity and Newton-Krylov support.

Homepage: https://docs.sciml.ai/NonlinearSolve/stable/
Documentation: https://docs.juliahub.com/General/NonlinearSolveSpectralMethods/stable/
License: MIT
Latest release: 1.3.0
published 5 months ago

Versions: 5
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 5,427 Total

Rankings

Downloads: 2.3%

Dependent repos count: 3.2%

Average: 7.3%

Dependent packages count: 16.3%

Last synced: 4 months ago

juliahub.com: NonlinearSolve

High-performance and differentiation-enabled nonlinear solvers (Newton methods), bracketed rootfinding (bisection, Falsi), with sparsity and Newton-Krylov support.

Homepage: https://docs.sciml.ai/NonlinearSolve/stable/
Documentation: https://docs.juliahub.com/General/NonlinearSolve/stable/
License: MIT
Latest release: 4.10.0
published 6 months ago

Versions: 105
Dependent Packages: 27
Dependent Repositories: 0
Downloads: 5,398 Total

Rankings

Dependent packages count: 4.8%

Stargazers count: 6.8%

Average: 7.4%

Forks count: 8.0%

Dependent repos count: 9.9%

Last synced: 4 months ago

juliahub.com: SciMLJacobianOperators

High-performance and differentiation-enabled nonlinear solvers (Newton methods), bracketed rootfinding (bisection, Falsi), with sparsity and Newton-Krylov support.

Homepage: https://docs.sciml.ai/NonlinearSolve/stable/
Documentation: https://docs.juliahub.com/General/SciMLJacobianOperators/stable/
License: MIT
Latest release: 0.1.8
published 6 months ago

Versions: 9
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 5,245 Total

Rankings

Downloads: 2.8%

Dependent repos count: 3.2%

Average: 7.4%

Dependent packages count: 16.3%

Last synced: 4 months ago

juliahub.com: SCCNonlinearSolve

High-performance and differentiation-enabled nonlinear solvers (Newton methods), bracketed rootfinding (bisection, Falsi), with sparsity and Newton-Krylov support.

Homepage: https://docs.sciml.ai/NonlinearSolve/stable/
Documentation: https://docs.juliahub.com/General/SCCNonlinearSolve/stable/
License: MIT
Latest release: 1.4.0
published 6 months ago

Versions: 6
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 1,322 Total

Rankings

Dependent repos count: 3.2%

Downloads: 4.9%

Average: 8.1%

Dependent packages count: 16.3%

Last synced: 4 months ago

juliahub.com: SimpleNonlinearSolve

High-performance and differentiation-enabled nonlinear solvers (Newton methods), bracketed rootfinding (bisection, Falsi), with sparsity and Newton-Krylov support.

Homepage: https://docs.sciml.ai/NonlinearSolve/stable/
Documentation: https://docs.juliahub.com/General/SimpleNonlinearSolve/stable/
License: MIT
Latest release: 2.7.0
published 6 months ago

Versions: 62
Dependent Packages: 13
Dependent Repositories: 0
Downloads: 5,660 Total

Rankings

Dependent packages count: 7.0%

Dependent repos count: 9.9%

Average: 12.4%

Forks count: 16.2%

Stargazers count: 16.3%

Last synced: 4 months ago

juliahub.com: NonlinearSolveSciPy

High-performance and differentiation-enabled nonlinear solvers (Newton methods), bracketed rootfinding (bisection, Falsi), with sparsity and Newton-Krylov support.

Homepage: https://docs.sciml.ai/NonlinearSolve/stable/
Documentation: https://docs.juliahub.com/General/NonlinearSolveSciPy/stable/
License: MIT
Latest release: 1.0.0
published 7 months ago

Versions: 1
Dependent Packages: 0
Dependent Repositories: 0

Rankings

Dependent repos count: 8.3%

Average: 22.0%

Dependent packages count: 35.7%

Last synced: 4 months ago

juliahub.com: NonlinearSolveHomotopyContinuation

High-performance and differentiation-enabled nonlinear solvers (Newton methods), bracketed rootfinding (bisection, Falsi), with sparsity and Newton-Krylov support.

Homepage: https://docs.sciml.ai/NonlinearSolve/stable/
Documentation: https://docs.juliahub.com/General/NonlinearSolveHomotopyContinuation/stable/
License: MIT
Latest release: 0.1.5
published 6 months ago

Versions: 6
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 1 Total

Rankings

Dependent repos count: 8.4%

Average: 22.4%

Dependent packages count: 36.4%

Last synced: 4 months ago

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