diffeqonlineserver

Backend for DiffEqOnline, a webapp for scientific machine learning (SciML)

https://github.com/sciml/diffeqonlineserver

Science Score: 28.0%

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
  • .zenodo.json file
  • DOI references
  • Academic publication links
  • Committers with academic emails
    1 of 6 committers (16.7%) from academic institutions
  • Institutional organization owner
  • JOSS paper metadata
  • Scientific vocabulary similarity
    Low similarity (7.5%) to scientific vocabulary

Keywords

differential-equations scientific-machine-learning sciml

Keywords from Contributors

sde neural-sde hybrid-differential-equations ode ida matrix-exponential automatic-differentiation differential-algebraic-equations differential-algebraic daskr
Last synced: 9 months ago · JSON representation ·

Repository

Backend for DiffEqOnline, a webapp for scientific machine learning (SciML)

Basic Info
  • Host: GitHub
  • Owner: SciML
  • License: other
  • Language: Julia
  • Default Branch: master
  • Homepage: http://app.sciml.org/
  • Size: 32.2 KB
Statistics
  • Stars: 25
  • Watchers: 6
  • Forks: 10
  • Open Issues: 3
  • Releases: 0
Topics
differential-equations scientific-machine-learning sciml
Created over 9 years ago · Last pushed over 6 years ago
Metadata Files
Readme License Citation

README.md

DiffEqOnlineServer

This is the back-end that powers http://app.juliadiffeq.org/. The front-end is in a different repository, at https://github.com/JuliaDiffEq/DiffEqOnline.

Development notes

Running the server locally

julia ./api/mux_server.jl 7777

where 7777 is the port you want it to host on. You can then access it at http://localhost:7777.

Building the Docker image

Run

docker build -t diffeqonline-server .

You can run the image with

docker run -i -t --rm -p 7777:7777 -e PORT=7777 diffeqonline-server

which will host it at http://192.168.99.100:7777 rather than at localhost. The IP might vary.

You can run a interactive version of the container and not start the server with

docker run -dit -p 7777:7777 --entrypoint=/bin/bash diffeqonline-server

This does still open up the port in case you want to run some testing.

Deploying to Heroku

General instructions can be found here, but it's pretty much just

heroku container:deploy

or

heroku container:push web --app AppName

You need to make sure you are properly authenticated with the Heroku CLI for this to work.

Owner

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

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
Last Year

Committers

Last synced: 11 months ago

All Time
  • Total Commits: 49
  • Total Committers: 6
  • Avg Commits per committer: 8.167
  • Development Distribution Score (DDS): 0.551
Past Year
  • Commits: 0
  • Committers: 0
  • Avg Commits per committer: 0.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
Alex Mellnik a****k@g****m 22
ChrisRackauckas me@c****m 14
Christopher Rackauckas a****s@c****m 9
Christopher Rackauckas C****t@C****m 2
Anshul Singhvi a****7@s****u 1
Ismael Venegas Castelló I****C 1
Committer Domains (Top 20 + Academic)

Issues and Pull Requests

Last synced: 11 months ago

All Time
  • Total issues: 8
  • Total pull requests: 4
  • Average time to close issues: 1 day
  • Average time to close pull requests: 25 days
  • Total issue authors: 3
  • Total pull request authors: 4
  • Average comments per issue: 5.25
  • Average comments per pull request: 3.0
  • Merged pull requests: 2
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 0
  • Pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Issue authors: 0
  • Pull request authors: 0
  • Average comments per issue: 0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
Top Authors
Issue Authors
  • amellnik (6)
  • rmiaas (1)
  • helgee (1)
Pull Request Authors
  • abhishalya (1)
  • asinghvi17 (1)
  • Ismael-VC (1)
  • JuliaTagBot (1)
Top Labels
Issue Labels
Pull Request Labels

Dependencies

Dockerfile docker
  • julia 0.5.0 build
REQUIRE julia
  • Calculus *
  • DiffEqBase *
  • HttpCommon *
  • JSON *
  • Mux *
  • OrdinaryDiffEq *
  • ParameterizedFunctions *
  • Plotly *
  • PlotlyJS *
  • Plots *
  • StochasticDiffEq *