juliadatascience

Book on Julia for Data Science

https://github.com/juliadatascience/juliadatascience

Science Score: 44.0%

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
  • Academic publication links
  • Committers with academic emails
  • Institutional organization owner
  • JOSS paper metadata
  • Scientific vocabulary similarity
    Low similarity (8.5%) to scientific vocabulary

Keywords

book data data-manipulation data-science data-visualization julia julia-language

Keywords from Contributors

graphics meshing ode pde standardization surrogate dynamical-systems interpretability pinn multilayer-network
Last synced: 6 months ago · JSON representation ·

Repository

Book on Julia for Data Science

Basic Info
  • Host: GitHub
  • Owner: JuliaDataScience
  • License: other
  • Language: Julia
  • Default Branch: main
  • Homepage: https://juliadatascience.io
  • Size: 64.5 MB
Statistics
  • Stars: 496
  • Watchers: 10
  • Forks: 91
  • Open Issues: 1
  • Releases: 1
Topics
book data data-manipulation data-science data-visualization julia julia-language
Created over 4 years ago · Last pushed 6 months ago
Metadata Files
Readme Funding License Citation

README.md

Julia Data Science

Open source and open access book for data science in Julia.

CI Build CC BY-NC-SA 4.0 Code Style: Blue

You can read the full book on https://juliadatascience.io.

This book was once available on Amazon, but due to an absurd reason, our publishing account was terminated, and our book was removed. Interestingly, all Amazon customer accounts remain functional. It seems that our removal may have been a result of not selling enough books. Nevertheless, the book and its PDF version can still be accessed in their entirety on this website.

LICENSE

This book is licensed under Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International.

CC BY-SA 4.0

Also using an image from the Love pack by Freepik at Flaticon.

Owner

  • Name: Julia Data Science
  • Login: JuliaDataScience
  • Kind: organization
  • Email: contact@juliadatascience.io

Julia Data Science Book

Citation (CITATION.cff)

# Based on https://github.com/citation-file-format/citation-file-format/blob/main/examples/1.2.0/pass/key-complete/CITATION.cff.

cff-version: "1.2.0"
message: "If you use this software, please cite it as below."

authors:
  - family-names: Storopoli
    given-names: Jose
    orcid: "https://orcid.org/0000-0002-0559-5176"
  - family-names: Huijzer
    given-names: Rik
    orcid: "https://orcid.org/0000-0001-9445-8466"
  - family-names: Alonso
    given-names: Lazaro
    orcid: "https://orcid.org/0000-0001-6979-859X"

date-released: 2021-10-01

identifiers:
  - type: url
    value: "https://juliadatascience.io/"

keywords:
  - "Julia language"
  - "programming"
  - "software"
  - "data manipulation"
  - "data visualization"

license: "CC-BY-NC-SA-4.0"
isbn: "9798489859165"
title: "Julia Data Science"
repository-code: "https://github.com/JuliaDataScience/JuliaDataScience"
url: "https://juliadatascience.io"

version: 1.0.0
...

GitHub Events

Total
  • Issues event: 4
  • Watch event: 26
  • Delete event: 13
  • Issue comment event: 21
  • Push event: 39
  • Pull request review event: 2
  • Pull request event: 29
  • Fork event: 2
  • Create event: 10
Last Year
  • Issues event: 4
  • Watch event: 26
  • Delete event: 13
  • Issue comment event: 21
  • Push event: 39
  • Pull request review event: 2
  • Pull request event: 29
  • Fork event: 2
  • Create event: 10

Committers

Last synced: 8 months ago

All Time
  • Total Commits: 320
  • Total Committers: 19
  • Avg Commits per committer: 16.842
  • Development Distribution Score (DDS): 0.559
Past Year
  • Commits: 14
  • Committers: 4
  • Avg Commits per committer: 3.5
  • Development Distribution Score (DDS): 0.571
Top Committers
Name Email Commits
Rik Huijzer r****r@p****e 141
Jose Storopoli 4****i 69
Lazaro Alonso l****n@g****m 29
github-actions[bot] 4****] 22
Jose Storopoli t****i@g****m 20
Pietro Monticone 3****e 12
Mo-Gul M****l@g****t 9
dependabot[bot] 4****] 4
cormullion c****n@m****m 2
Vladimir Mikryukov v****k 2
Kevin da Silva k****0@g****m 2
Peter Simon s****0 1
NMLebedev 9****v 1
Jeremie Knuesel k****l@g****m 1
Harrison Metzger h****z@g****m 1
Guixin Liu 5****u 1
R cqls r****h@g****m 1
ederag e****a@g****r 1
jariji 9****i 1
Committer Domains (Top 20 + Academic)
gmx.fr: 1 mac.com: 1 gmx.net: 1 pm.me: 1

Issues and Pull Requests

Last synced: 6 months ago

All Time
  • Total issues: 34
  • Total pull requests: 126
  • Average time to close issues: 6 months
  • Average time to close pull requests: 16 days
  • Total issue authors: 15
  • Total pull request authors: 12
  • Average comments per issue: 1.94
  • Average comments per pull request: 1.23
  • Merged pull requests: 93
  • Bot issues: 0
  • Bot pull requests: 51
Past Year
  • Issues: 1
  • Pull requests: 24
  • Average time to close issues: N/A
  • Average time to close pull requests: about 2 months
  • Issue authors: 1
  • Pull request authors: 4
  • Average comments per issue: 0.0
  • Average comments per pull request: 1.29
  • Merged pull requests: 10
  • Bot issues: 0
  • Bot pull requests: 19
Top Authors
Issue Authors
  • storopoli (11)
  • lazarusA (4)
  • Mo-Gul (4)
  • rikhuijzer (3)
  • alexbakus (2)
  • rbl100 (1)
  • mgiugliano (1)
  • Moelf (1)
  • arimeyer (1)
  • mocalvao (1)
  • smartinsightsfromdata (1)
  • JakeZw (1)
  • guixinliu (1)
  • ShixiangWang (1)
  • logankilpatrick (1)
Pull Request Authors
  • github-actions[bot] (54)
  • rikhuijzer (35)
  • storopoli (20)
  • lazarusA (10)
  • Mo-Gul (9)
  • dependabot[bot] (8)
  • pitmonticone (2)
  • KevinDaSilvaS (2)
  • ederag (1)
  • jariji (1)
  • knuesel (1)
Top Labels
Issue Labels
version-2 (10) bug (1) ci (1) update (1)
Pull Request Labels
dependencies (8) ci (6) version-2 (4) bug (3) enhancement (3) github_actions (1)

Dependencies

.github/workflows/CI.yml actions
  • actions/checkout v2 composite
  • julia-actions/cache v1 composite
  • julia-actions/setup-julia v1 composite
  • peaceiris/actions-gh-pages v3 composite
.github/workflows/Format.yml actions
  • actions/checkout v2 composite
.devcontainer/Dockerfile docker
  • julia 1.8 build