StochasticDelayDiffEq
Stochastic delay differential equations (SDDE) solvers for the SciML scientific machine learning ecosystem
Science Score: 54.0%
This score indicates how likely this project is to be science-related based on various indicators:
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✓CITATION.cff file
Found CITATION.cff file -
✓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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1 of 13 committers (7.7%) from academic institutions -
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○Scientific vocabulary similarity
Low similarity (9.7%) to scientific vocabulary
Keywords
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Repository
Stochastic delay differential equations (SDDE) solvers for the SciML scientific machine learning ecosystem
Basic Info
Statistics
- Stars: 28
- Watchers: 7
- Forks: 9
- Open Issues: 13
- Releases: 31
Topics
Metadata Files
README.md
StochasticDelayDiffEq.jl
StochasticDelayDiffEq.jl is a component package in the DifferentialEquations ecosystem. It holds the stochastic delay differential equation solvers and utilities. It is built on top of StochasticDiffEq to extend those solvers for stochastic delay differential equations. While completely independent and usable on its own, users interested in using this functionality should check out DifferentialEquations.jl (documentation coming soon).
API
StochasticDelayDiffEq.jl is part of the JuliaDiffEq common interface, but can be used independently of DifferentialEquations.jl. The only requirement is that the user passes a StochasticDiffEq.jl algorithm to solve.
Both constant and state-dependent lags are supported. Interfacing with StochasticDiffEq.jl for implicit methods for stiff equations is not yet supported, but it is coming soon.
Available Solvers
For the list of available solvers, please refer to the DifferentialEquations.jl SDE Solvers page. For options for the solve command, see the common solver options page.
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}
}
@article{rackauckas2017adaptive,
title={Adaptive methods for stochastic differential equations via natural embeddings and rejection sampling with memory},
author={Rackauckas, Christopher and Nie, Qing},
journal={Discrete and continuous dynamical systems. Series B},
volume={22},
number={7},
pages={2731},
year={2017},
publisher={NIH Public Access}
}
@article{sykora2020stochasticdelaydiffeq,
title={StochasticDelayDiffEq. jl-An Integrator Interface for Stochastic Delay Differential Equations in Julia},
author={Sykora, Henrik T and Rackauckas, Christopher V and Widmann, David and Bachrathy, D{\'a}niel},
year={2020}
}
GitHub Events
Total
- Create event: 10
- Issues event: 1
- Release event: 5
- Watch event: 3
- Delete event: 7
- Issue comment event: 18
- Push event: 18
- Pull request review event: 1
- Pull request review comment event: 1
- Pull request event: 19
- Fork event: 1
Last Year
- Create event: 10
- Issues event: 1
- Release event: 5
- Watch event: 3
- Delete event: 7
- Issue comment event: 18
- Push event: 18
- Pull request review event: 1
- Pull request review comment event: 1
- Pull request event: 19
- Fork event: 1
Committers
Last synced: 9 months ago
Top Committers
| Name | Commits | |
|---|---|---|
| Christopher Rackauckas | a****s@c****m | 70 |
| HTSykora | h****a@g****m | 28 |
| David Widmann | d****t@d****e | 19 |
| Aayush Sabharwal | a****l@g****m | 8 |
| dependabot[bot] | 4****] | 7 |
| Anant Thazhemadam | a****m@g****m | 5 |
| github-actions[bot] | 4****] | 4 |
| Hendrik Ranocha | m****l@r****e | 2 |
| Chris de Graaf | me@c****v | 1 |
| Hossein Pourbozorg | p****g@g****m | 1 |
| Julia TagBot | 5****t | 1 |
| avik-pal | a****l@i****n | 1 |
| Pepijn de Vos | p****s@j****m | 1 |
Committer Domains (Top 20 + Academic)
Issues and Pull Requests
Last synced: 7 months ago
All Time
- Total issues: 20
- Total pull requests: 70
- Average time to close issues: 2 months
- Average time to close pull requests: 9 days
- Total issue authors: 12
- Total pull request authors: 13
- Average comments per issue: 7.3
- Average comments per pull request: 0.21
- Merged pull requests: 52
- Bot issues: 0
- Bot pull requests: 20
Past Year
- Issues: 1
- Pull requests: 11
- Average time to close issues: N/A
- Average time to close pull requests: 2 days
- Issue authors: 1
- Pull request authors: 5
- Average comments per issue: 2.0
- Average comments per pull request: 0.0
- Merged pull requests: 8
- Bot issues: 0
- Bot pull requests: 1
Top Authors
Issue Authors
- maedoc (3)
- laserschwelle (3)
- ChrisRackauckas (3)
- Jamesafross (2)
- TorkelE (2)
- KristofferC (1)
- dirmeier (1)
- anirudhpammi (1)
- scheidan (1)
- dependabot[bot] (1)
- sdwfrost (1)
- JuliaTagBot (1)
- HTSykora (1)
Pull Request Authors
- ChrisRackauckas (23)
- github-actions[bot] (12)
- devmotion (11)
- dependabot[bot] (9)
- AayushSabharwal (8)
- thazhemadam (5)
- ranocha (3)
- christopher-dG (2)
- prbzrg (2)
- avik-pal (1)
- oscardssmith (1)
- pepijndevos (1)
- JuliaTagBot (1)
Top Labels
Issue Labels
Pull Request Labels
Packages
- Total packages: 1
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Total downloads:
- julia 4 total
- Total dependent packages: 0
- Total dependent repositories: 0
- Total versions: 31
juliahub.com: StochasticDelayDiffEq
Stochastic delay differential equations (SDDE) solvers for the SciML scientific machine learning ecosystem
- Documentation: https://docs.juliahub.com/General/StochasticDelayDiffEq/stable/
- License: MIT
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Latest release: 1.10.0
published 11 months ago
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