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Open Source Science

EarthML

Tools for working with machine learning in earth science

https://github.com/holoviz-topics/EarthML

Science Score: 10.0%

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

  • ○
    CITATION.cff file
  • ○
    codemeta.json file
  • ○
    .zenodo.json file
  • ○
    DOI references
  • ○
    Academic publication links
  • ✓
    Committers with academic emails
    2 of 12 committers (16.7%) from academic institutions
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (8.6%) to scientific vocabulary

Keywords from Contributors

datascience bokeh control-panels dataapp dataviz holoviews holoviz hvplot panel plotly
Last synced: 10 months ago · JSON representation

Repository

Tools for working with machine learning in earth science

Basic Info
  • Host: GitHub
  • Owner: holoviz-topics
  • License: bsd-3-clause
  • Language: Python
  • Default Branch: main
  • Homepage: https://earthml.holoviz.org
  • Size: 76.9 MB
Statistics
  • Stars: 96
  • Watchers: 13
  • Forks: 21
  • Open Issues: 11
  • Releases: 0
Archived
Created about 8 years ago · Last pushed over 2 years ago
Metadata Files
Readme License

README.md

⚠️ IMPORTANT NOTICE ⚠️

This site is ARCHIVED and will NO LONGER BE UPDATED.
For updated Tutorial material, please visit the Pythia landsat-ml cookbook.
For Topic Examples, head over to the HoloViz Examples website.

EarthML

Machine learning and visualization in Python for Earth science

EarthML is a "meta-project" with the aim of improving, documenting, and illustrating how to use other, freely available, general-purpose open source projects to solve problems in the earth sciences. See the EarthML website for more details, including installation instructions, an extensive tutorial, and various sample projects like:

Please feel free to report issues or contribute examples or corrections.

Owner

  • Name: HoloViz Topics
  • Login: holoviz-topics
  • Kind: organization

Domain specific topics using HoloViz tools

GitHub Events

Total
  • Watch event: 3
Last Year
  • Watch event: 3

Committers

Last synced: 10 months ago

All Time
  • Total Commits: 107
  • Total Committers: 12
  • Avg Commits per committer: 8.917
  • Development Distribution Score (DDS): 0.495
Past Year
  • Commits: 1
  • Committers: 1
  • Avg Commits per committer: 1.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
Julia Signell j****l@g****m 54
jlstevens j****s@e****k 15
James A. Bednar j****r 15
John (EBo) David J****d@N****v 10
Mike McCarty m****y@a****m 4
Scott Sievert s****t 2
Kenneth Bowen k****0@g****m 2
Demetris Roumis r****d@g****m 1
Philipp Rudiger p****r@a****m 1
Maxime Liquet 3****t 1
Nick Hand n****d@g****m 1
Philipp Rudiger p****r@c****o 1
Committer Domains (Top 20 + Academic)
anaconda.com: 2 continuum.io: 1 nasa.gov: 1 ed.ac.uk: 1

Issues and Pull Requests

Last synced: 10 months ago

All Time
  • Total issues: 15
  • Total pull requests: 87
  • Average time to close issues: 10 months
  • Average time to close pull requests: 17 days
  • Total issue authors: 9
  • Total pull request authors: 12
  • Average comments per issue: 3.0
  • Average comments per pull request: 1.15
  • Merged pull requests: 78
  • 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
  • ebo (4)
  • jlstevens (3)
  • thomasastanley (2)
  • jbednar (1)
  • stsievert (1)
  • cwerner (1)
  • nickhand (1)
  • jsignell (1)
  • maximlt (1)
Pull Request Authors
  • jsignell (50)
  • jbednar (13)
  • jlstevens (8)
  • kebowen730 (3)
  • mmccarty (3)
  • droumis (3)
  • stsievert (2)
  • philippjfr (2)
  • spencermathews (1)
  • nickhand (1)
  • maximlt (1)
  • ebo (1)
Top Labels
Issue Labels
question (1)
Pull Request Labels

Packages

  • Total packages: 2
  • Total downloads: unknown
  • Total dependent packages: 0
    (may contain duplicates)
  • Total dependent repositories: 0
    (may contain duplicates)
  • Total versions: 36
proxy.golang.org: github.com/holoviz-topics/EarthML
  • Versions: 18
  • Dependent Packages: 0
  • Dependent Repositories: 0
Rankings
Dependent packages count: 5.4%
Average: 5.6%
Dependent repos count: 5.8%
Last synced: 10 months ago
proxy.golang.org: github.com/holoviz-topics/earthml
  • Versions: 18
  • Dependent Packages: 0
  • Dependent Repositories: 0
Rankings
Dependent packages count: 5.4%
Average: 5.6%
Dependent repos count: 5.8%
Last synced: 10 months ago

Dependencies

environment.yml pypi