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https://github.com/astroml/astroml-notebooks

astroML notebooks. They are rendered at http://www.astroml.org/astroML-notebooks

https://github.com/astroml/astroml-notebooks

Science Score: 23.0%

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

  • ○
    CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ○
    .zenodo.json file
  • ○
    DOI references
  • ○
    Academic publication links
  • ✓
    Committers with academic emails
    4 of 7 committers (57.1%) from academic institutions
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (11.0%) to scientific vocabulary

Keywords from Contributors

astronomy
Last synced: 11 months ago · JSON representation

Repository

astroML notebooks. They are rendered at http://www.astroml.org/astroML-notebooks

Basic Info
  • Host: GitHub
  • Owner: astroML
  • License: bsd-3-clause
  • Language: Jupyter Notebook
  • Default Branch: main
  • Homepage:
  • Size: 36 MB
Statistics
  • Stars: 48
  • Watchers: 4
  • Forks: 13
  • Open Issues: 33
  • Releases: 0
Created about 6 years ago · Last pushed about 3 years ago
Metadata Files
Readme License

README.rst 

AstroML notebooks
-----------------

This repository shares notebooks developed for AstroML. The material
reproduces many of the figures from the book `Statistics, Data Mining, and
Machine Learning in Astronomy`, and therefore organized in topics following
the chapters. We focused on the later chapters that
have actual applications using astronomical data.
Narrative commentary is provided, however some sections maybe less
self-explanatory without the book as a reference.
The table of contents of the book can be found on the main astroML webpage, `www.astroml.org`.


Contributing
^^^^^^^^^^^^

Contributions are welcome in the form of pull requests.

This repository uses Jupytext and MyST Markdown Notebook to generate static
html pages. We store both the linked ``.ipynb`` and ``.md`` files.


Smaller changes
"""""""""""""""

For making smaller changes to the text content of the notebooks, please edit
the .md files using either the GitHub interface or a text editor.


Editing ipynb
"""""""""""""

For larger changes to the code and outputs, the easiest approach is to edit
the notebooks directly.


Rendering the notebooks
"""""""""""""""""""""""

You will need to install some extra dependencies for rendering the notebooks to html pages, install them via:

``pip install -r doc-requirements.txt``

Running some of the notebooks takes significant time, therefore we store the outputs in them and therefore
building the pages without executing the notebooks:

``sphinx-build -b html -D jupyter_execute_notebooks=off . _build/html``

The rendered notebooks then available in ``_build/html/index.html``

Owner

  • Name: astroML
  • Login: astroML
  • Kind: organization

GitHub Events

Total
  • Watch event: 7
  • Fork event: 1
Last Year
  • Watch event: 7
  • Fork event: 1

Committers

Last synced: over 1 year ago

All Time
  • Total Commits: 130
  • Total Committers: 7
  • Avg Commits per committer: 18.571
  • Development Distribution Score (DDS): 0.523
Past Year
  • Commits: 0
  • Committers: 0
  • Avg Commits per committer: 0.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
Brigitta Sipőcz b****z@g****m 62
aalvar23 a****3@u****u 54
Brigitta Sipőcz b****z@g****m 5
Andrew Connolly a****c@a****u 3
aalvar23 9****3 3
Zhouyangguang Zhao z****6@u****u 2
Zeljko Ivezic i****c@a****u 1
Committer Domains (Top 20 + Academic)
astro.washington.edu: 2 uw.edu: 2

Issues and Pull Requests

Last synced: over 1 year ago

All Time
  • Total issues: 46
  • Total pull requests: 34
  • Average time to close issues: 5 months
  • Average time to close pull requests: 13 days
  • Total issue authors: 2
  • Total pull request authors: 2
  • Average comments per issue: 0.46
  • Average comments per pull request: 0.91
  • Merged pull requests: 29
  • 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
View more stats
Top Authors
Issue Authors
  • bsipocz (44)
  • connolly (1)
Pull Request Authors
  • bsipocz (19)
  • aalvar23 (14)
Top Labels
Issue Labels
bug (10) enhancement (9) infrastructure (6) documentation (2) content (2)
Pull Request Labels
content (12) infrastructure (11) bug (2) documentation (1)

Dependencies

.binder/requirements.txt pypi
  • arviz *
  • astroML *
  • jupyter-contrib-nbextensions *
  • matplotlib *
  • numpy *
  • pymc3 *
  • scipy *
  • seaborn *
  • tensorflow *
doc-requirements.txt pypi
  • myst-nb *
  • sphinx *
  • sphinx-book-theme *
  • sphinx-copybutton *
.github/workflows/circleci-artifacts-redirector.yml actions
  • larsoner/circleci-artifacts-redirector-action master composite
.github/workflows/publish_docs.yml actions
  • actions/checkout v3 composite
  • actions/setup-python v4 composite
  • peaceiris/actions-gh-pages v3.6.1 composite