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https://github.com/charlesll/gpvisc

Gaussian Process - Artificial Neural Network modelling of magma viscosity.

https://github.com/charlesll/gpvisc

Science Score: 36.0%

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
    Found 1 DOI reference(s) in README
  • ✓
    Academic publication links
    Links to: zenodo.org
  • ○
    Academic email domains
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (5.5%) to scientific vocabulary

Keywords

artificial-neural-networks gaussian-processes magma model python viscosity
Last synced: 5 months ago · JSON representation

Repository

Gaussian Process - Artificial Neural Network modelling of magma viscosity.

Basic Info
  • Host: GitHub
  • Owner: charlesll
  • License: gpl-3.0
  • Language: Jupyter Notebook
  • Default Branch: master
  • Homepage: https://gpvisc.readthedocs.io
  • Size: 35.6 MB
Statistics
  • Stars: 1
  • Watchers: 2
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Topics
artificial-neural-networks gaussian-processes magma model python viscosity
Created almost 2 years ago · Last pushed 8 months ago
Metadata Files
Readme Contributing License Code of conduct

README.md

GPVisc

=========

DOI GitHub

GPVisc is a Python module containing a Gaussian Process - Artificial Neural Network of melt viscosity.

  • Documentation: https://gpvisc.readthedocs.io
  • Examples: https://github.com/charlesll/gpvisc/tree/master/examples
  • Web app https://gpvisc.streamlit.app/
  • Source code: https://github.com/charlesll/gpvisc/tree/master/src/gpvisc
  • License: https://github.com/charlesll/gpvisc/tree/master/LICENSE.txt
  • Contributing: https://github.com/charlesll/gpvisc/blob/master/CONTRIBUTING.md
  • Bug reports: https://github.com/charlesll/gpvisc/issues
  • Contact: lelosq@ipgp.fr

See the documentation for more information.

Owner

  • Name: Charles Le Losq
  • Login: charlesll
  • Kind: user
  • Location: France
  • Company: Institut de physique du globe de Paris

Geoscientist, Assistant Professor, willing to improve data reduction protocols through programming and data science

GitHub Events

Total
  • Release event: 2
  • Watch event: 1
  • Push event: 8
  • Pull request event: 6
  • Create event: 3
Last Year
  • Release event: 2
  • Watch event: 1
  • Push event: 8
  • Pull request event: 6
  • Create event: 3

Issues and Pull Requests

Last synced: 6 months ago

All Time
  • Total issues: 0
  • Total pull requests: 6
  • Average time to close issues: N/A
  • Average time to close pull requests: less than a minute
  • Total issue authors: 0
  • Total pull request authors: 1
  • Average comments per issue: 0
  • Average comments per pull request: 0.0
  • Merged pull requests: 6
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 0
  • Pull requests: 6
  • Average time to close issues: N/A
  • Average time to close pull requests: less than a minute
  • Issue authors: 0
  • Pull request authors: 1
  • Average comments per issue: 0
  • Average comments per pull request: 0.0
  • Merged pull requests: 6
  • Bot issues: 0
  • Bot pull requests: 0
View more stats
Top Authors
Issue Authors
Pull Request Authors
  • charlesll (6)
Top Labels
Issue Labels
Pull Request Labels

Packages

  • Total packages: 1
  • Total downloads:
    • pypi 50 last-month
  • Total dependent packages: 0
  • Total dependent repositories: 0
  • Total versions: 3
  • Total maintainers: 1
pypi.org: gpvisc

A Python module containing a Gaussian Process - Artificial Neural Network model of melt viscosity

  • Versions: 3
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 50 Last month
Rankings
Dependent packages count: 10.3%
Average: 34.1%
Dependent repos count: 57.9%
Maintainers (1)
charlesll
Last synced: 6 months ago