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tinygp

The tiniest of Gaussian Process libraries

https://github.com/dfm/tinygp

Science Score: 59.0%

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
    Found .zenodo.json file
  • ✓
    DOI references
    Found 3 DOI reference(s) in README
  • ✓
    Academic publication links
    Links to: zenodo.org
  • ✓
    Committers with academic emails
    1 of 15 committers (6.7%) from academic institutions
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (8.2%) to scientific vocabulary

Keywords from Contributors

exoplanet mesh energy-system bayesian-inference gaussian-processes dynamics data-profilers datacleaner pipeline-testing yolov5s
Last synced: 6 months ago · JSON representation

Repository

The tiniest of Gaussian Process libraries

Basic Info
Statistics
  • Stars: 316
  • Watchers: 8
  • Forks: 29
  • Open Issues: 24
  • Releases: 16
Created about 5 years ago · Last pushed 6 months ago
Metadata Files
Readme Changelog Contributing License Code of conduct Zenodo

README.md


tinygp
the tiniest of Gaussian Process libraries

GitHub Workflow Status Read the Docs Zenodo DOI

tinygp is an extremely lightweight library for building Gaussian Process (GP) models in Python, built on top of jax. It has a nice interface, and it's pretty fast. Thanks to jax, tinygp supports things like GPU acceleration and automatic differentiation.

Check out the docs for more info: tinygp.readthedocs.io

Owner

  • Name: Dan Foreman-Mackey
  • Login: dfm
  • Kind: user
  • Location: NYC

GitHub Events

Total
  • Issues event: 2
  • Watch event: 28
  • Delete event: 5
  • Issue comment event: 5
  • Push event: 30
  • Pull request event: 22
  • Fork event: 6
  • Create event: 5
Last Year
  • Issues event: 2
  • Watch event: 28
  • Delete event: 5
  • Issue comment event: 5
  • Push event: 30
  • Pull request event: 22
  • Fork event: 6
  • Create event: 5

Committers

Last synced: 9 months ago

All Time
  • Total Commits: 257
  • Total Committers: 15
  • Avg Commits per committer: 17.133
  • Development Distribution Score (DDS): 0.405
Past Year
  • Commits: 19
  • Committers: 3
  • Avg Commits per committer: 6.333
  • Development Distribution Score (DDS): 0.421
Top Committers
Name Email Commits
Dan F-M f****y@g****m 153
pre-commit-ci[bot] 6****] 62
dependabot[bot] 4****] 26
Sachin Yadav 4****n 3
theorashid 3****d 2
Weixiang Yu 1****1 2
zwei-beiner 8****r 1
Vincent Latzko j****o 1
Thomas Killestein 4****n 1
Steve Schmerler g****t@e****m 1
René Tronsgaard t****d 1
Neven Caplar n****r@u****u 1
McCoy R. Becker 3****c 1
Daniela Huppenkothen d****n 1
Andrew Fowlie a****e 1
Committer Domains (Top 20 + Academic)
uw.edu: 1 elcorto.com: 1

Issues and Pull Requests

Last synced: 6 months ago

All Time
  • Total issues: 57
  • Total pull requests: 140
  • Average time to close issues: about 1 month
  • Average time to close pull requests: 12 days
  • Total issue authors: 33
  • Total pull request authors: 14
  • Average comments per issue: 2.58
  • Average comments per pull request: 0.46
  • Merged pull requests: 123
  • Bot issues: 0
  • Bot pull requests: 90
Past Year
  • Issues: 5
  • Pull requests: 28
  • Average time to close issues: about 2 hours
  • Average time to close pull requests: 9 days
  • Issue authors: 5
  • Pull request authors: 3
  • Average comments per issue: 2.6
  • Average comments per pull request: 0.0
  • Merged pull requests: 21
  • Bot issues: 0
  • Bot pull requests: 24
View more stats
Top Authors
Issue Authors
  • dfm (11)
  • nevencaplar (3)
  • ywx649999311 (3)
  • patel-zeel (3)
  • femtomc (3)
  • vatsalpanwar (2)
  • andrewfowlie (2)
  • zwei-beiner (2)
  • zairving (2)
  • nipunbatra (2)
  • jmsull (1)
  • mathDR (1)
  • nicmsri (1)
  • pilchat (1)
  • mlefkir (1)
Pull Request Authors
  • pre-commit-ci[bot] (59)
  • dependabot[bot] (38)
  • dfm (33)
  • yadav-sachin (4)
  • ywx649999311 (3)
  • femtomc (2)
  • andrewfowlie (1)
  • jvlatzko (1)
  • theorashid (1)
  • zwei-beiner (1)
  • elcorto (1)
  • dhuppenkothen (1)
  • nevencaplar (1)
  • tkillestein (1)
Top Labels
Issue Labels
bug (5) enhancement (5) documentation (4)
Pull Request Labels
dependencies (38)

Packages

  • Total packages: 3
  • Total downloads:
    • pypi 1,924 last-month
  • Total dependent packages: 10
    (may contain duplicates)
  • Total dependent repositories: 4
    (may contain duplicates)
  • Total versions: 25
  • Total maintainers: 1
pypi.org: tinygp

The tiniest of Gaussian Process libraries

  • Versions: 15
  • Dependent Packages: 10
  • Dependent Repositories: 4
  • Downloads: 1,924 Last month
Rankings
Dependent packages count: 3.2%
Average: 5.8%
Downloads: 6.6%
Dependent repos count: 7.5%
Maintainers (1)
danfm
Last synced: 6 months ago
proxy.golang.org: github.com/dfm/tinygp
  • Versions: 8
  • Dependent Packages: 0
  • Dependent Repositories: 0
Rankings
Dependent packages count: 6.5%
Average: 6.7%
Dependent repos count: 6.9%
Last synced: 6 months ago
conda-forge.org: tinygp
  • Versions: 2
  • Dependent Packages: 0
  • Dependent Repositories: 0
Rankings
Stargazers count: 25.3%
Dependent repos count: 34.0%
Forks count: 36.7%
Average: 36.8%
Dependent packages count: 51.2%
Last synced: 6 months ago

Dependencies

.github/workflows/news.yml actions
  • actions/checkout v3 composite
  • actions/setup-python v4 composite
.github/workflows/tests.yml actions
  • actions/checkout v3 composite
  • actions/download-artifact v3 composite
  • actions/setup-python v4 composite
  • actions/upload-artifact v3 composite
  • pypa/gh-action-pypi-publish v1.8.10 composite
pyproject.toml pypi
  • jax *
  • jaxlib *
requirements.txt pypi