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Open Sustainable Technology

A curated list of open technology projects to sustain a stable climate, energy supply, biodiversity and natural resources.

Radiant MLHub Python Client

Open community commons for geospatial training data, machine learning models, and standards to encourage collaboration and share information.
https://github.com/radiantearth/radiant-mlhub

Category: Sustainable Development
Sub Category: Data Catalogs and Interfaces

Keywords

machine-learning python python-3 python-client satellite-imagery stac

Keywords from Contributors

earth-observations transforms measur archiving conversion geocoder optimize projection compose generic

Last synced: about 12 hours ago
JSON representation

Repository metadata

A Python client for the Radiant MLHub API (https://mlhub.earth).

README.md

Radiant MLHub Logo

Radiant MLHub Python Client

Unit tests
Documentation
PyPI version
PyPI - Python Version
Binder
Contributor Covenant

A Python client for the Radiant MLHub API.

Documentation

API reference and Getting Started guides are available on Read the Docs.

Python Version Support

The radiant_mlhub Python client requires Python >= 3.8.

This library aligns with PySTAC in following the recommendations of
NEP-29 in deprecating support for Python
versions. This means that users can expect support for Python 3.8 to be removed from the main branch
after April 14, 2023 and therefore from the next release after that date.

Design Decisions

Major architectural and design decisions are documented using Architectural Design Records stored in the docs/adr directory.

Contributing

See the Contributing docs for details on contributing to the project.

Owner metadata

GitHub Events

Total
Last Year

Committers metadata

Last synced: 10 months ago

Total Commits: 316
Total Committers: 10
Avg Commits per committer: 31.6
Development Distribution Score (DDS): 0.266

Commits in past year: 1
Committers in past year: 1
Avg Commits per committer in past year: 1.0
Development Distribution Score (DDS) in past year: 0.0

Name Email Commits
Jon Duckworth d****b@g****m 232
dependabot[bot] 4****] 20
mirob9363 m****e@r****h 17
Alex G Rice r****o@g****m 14
Alex G Rice a****x@r****h 11
Kevin Booth k****n@k****g 10
Michelle Roby 4****3 7
Jon Duckworth j****n@r****h 3
Adam J. Stewart a****6@g****m 1
rowenarono95 6****5 1

Committer domains:

Issue and Pull Request metadata

Last synced: 6 months ago

Total issues: 29
Total pull requests: 170
Average time to close issues: 2 months
Average time to close pull requests: 9 days
Total issue authors: 13
Total pull request authors: 8
Average comments per issue: 2.1
Average comments per pull request: 0.62
Merged pull request: 105
Bot issues: 0
Bot pull requests: 77

Past year issues: 1
Past year pull requests: 0
Past year average time to close issues: N/A
Past year average time to close pull requests: N/A
Past year issue authors: 1
Past year pull request authors: 0
Past year average comments per issue: 0.0
Past year average comments per pull request: 0
Past year merged pull request: 0
Past year bot issues: 0
Past year bot pull requests: 0

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/radiantearth/radiant-mlhub

Top Issue Authors

  • duckontheweb (11)
  • ashnair1 (4)
  • rbavery (3)
  • guidorice (2)
  • fmigneault (1)
  • jcvasquezbetancur (1)
  • juancresc (1)
  • hillsonghimire (1)
  • erinleeryan (1)
  • DManowitz (1)
  • calebrob6 (1)
  • anupp (1)
  • caseyslaught (1)

Top Pull Request Authors

  • dependabot[bot] (77)
  • duckontheweb (52)
  • guidorice (27)
  • PowerChell (9)
  • rowenarono95 (2)
  • kbgg (1)
  • dgsdoug (1)
  • adamjstewart (1)

Top Issue Labels

  • bug (18)
  • enhancement (9)
  • question (3)
  • critical (2)
  • dataset (2)
  • api (1)

Top Pull Request Labels

  • dependencies (77)
  • python (73)
  • github_actions (4)

Package metadata

pypi.org: radiant-mlhub

A Python client for Radiant MLHub

  • Homepage: https://github.com/radiantearth/radiant-mlhub
  • Documentation: https://radiant-mlhub.readthedocs.io/
  • Licenses: Apache License 2.0
  • Latest release: 0.5.5 (published over 2 years ago)
  • Last Synced: 2025-04-25T13:30:50.664Z (1 day ago)
  • Versions: 17
  • Dependent Packages: 2
  • Dependent Repositories: 19
  • Downloads: 2,837 Last month
  • Docker Downloads: 0
  • Rankings:
    • Dependent packages count: 2.138%
    • Dependent repos count: 3.357%
    • Docker downloads count: 3.813%
    • Downloads: 5.223%
    • Average: 5.89%
    • Stargazers count: 9.344%
    • Forks count: 11.463%
  • Maintainers (1)
spack.io: py-radiant-mlhub

A Python client for Radiant MLHub.

  • Homepage: https://github.com/radiantearth/radiant-mlhub
  • Licenses: []
  • Latest release: 0.5.5 (published about 2 years ago)
  • Last Synced: 2025-04-25T13:30:50.839Z (1 day ago)
  • Versions: 12
  • Dependent Packages: 1
  • Dependent Repositories: 0
  • Rankings:
    • Dependent repos count: 0.0%
    • Average: 18.504%
    • Stargazers count: 21.912%
    • Forks count: 24.038%
    • Dependent packages count: 28.067%
  • Maintainers (1)
conda-forge.org: radiant-mlhub

  • Homepage: https://github.com/radiantearth/radiant-mlhub
  • Licenses: Apache-2.0
  • Latest release: 0.5.3 (published over 2 years ago)
  • Last Synced: 2025-04-25T13:30:59.052Z (1 day ago)
  • Versions: 12
  • Dependent Packages: 2
  • Dependent Repositories: 2
  • Rankings:
    • Dependent packages count: 19.581%
    • Dependent repos count: 20.06%
    • Average: 31.253%
    • Stargazers count: 40.594%
    • Forks count: 44.777%

Dependencies

binder/requirements.txt pypi
  • radiant-mlhub ==0.5.1
requirements_dev.txt pypi
  • jupyter ==1.0.0
  • tbump ==6.9.0
requirements_docs.txt pypi
  • sphinx ==4.5.0
  • sphinx-click ==4.1.0
  • sphinx-rtd-theme ==1.0.0
requirements_testing.txt pypi
  • flake8 ==4.0.1
  • isort ==5.10.1
  • mypy ==0.960
  • pytest ==7.1.2
  • pytest-click ==1.1.0
  • pytest-recording ==0.12.0
  • python-dotenv ==0.20.0
  • requests-mock ==1.9.3
  • types-click ==7.1.8
  • types-requests ==2.27.29
setup.py pypi
  • click >=7.1.2,<9.0.0
  • pydantic *
  • pystac *
  • python-dateutil *
  • requests *
  • shapely *
  • tqdm *
.github/workflows/publish-to-pypi.yml actions
  • actions/checkout v3 composite
  • actions/setup-python v3 composite
  • pypa/gh-action-pypi-publish master composite
.github/workflows/run-unit-tests-vs-staging.yml actions
  • actions/checkout v3 composite
  • actions/setup-python v3 composite
.github/workflows/run-unit-tests.yml actions
  • actions/checkout v3 composite
  • actions/setup-python v3 composite
pyproject.toml pypi

Score: 14.390043107187978