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mud

https://github.com/mathematicalmichael/mud

Science Score: 13.0%

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
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (8.6%) to scientific vocabulary

Keywords

inverse-problems parameter-identification
Last synced: 6 months ago · JSON representation

Repository

Basic Info
  • Host: GitHub
  • Owner: mathematicalmichael
  • License: mit
  • Language: Jupyter Notebook
  • Default Branch: main
  • Homepage: https://mud.dataconsistent.com
  • Size: 97.5 MB
Statistics
  • Stars: 2
  • Watchers: 1
  • Forks: 2
  • Open Issues: 10
  • Releases: 33
Topics
inverse-problems parameter-identification
Created over 5 years ago · Last pushed over 1 year ago
Metadata Files
Readme Changelog License Authors

README.rst 

.. image:: https://img.shields.io/pypi/v/mud
    :alt: PyPI
    :target: https://pypi.org/project/mud/

.. image:: https://github.com/mathematicalmichael/mud/actions/workflows/main.yml/badge.svg
    :alt: Test Actions Status
    :target: https://github.com/mathematicalmichael/mud/actions

.. image:: https://github.com/mathematicalmichael/mud/actions/workflows/build.yml/badge.svg
    :alt: Build Actions Status
    :target: https://github.com/mathematicalmichael/mud/actions

.. image:: https://github.com/mathematicalmichael/mud/actions/workflows/publish.yml/badge.svg
    :alt: Publish Actions Status
    :target: https://github.com/mathematicalmichael/mud/actions

.. image:: https://readthedocs.org/projects/mud/badge/?version=stable
    :alt: Documentation Status
    :target: https://mud.readthedocs.io/en/stable/?badge=stable

.. image:: https://img.shields.io/badge/code%20style-black-000000.svg
    :alt: Code Style: black
    :target: https://github.com/psf/black

.. image:: https://coveralls.io/repos/github/mathematicalmichael/mud/badge.svg?branch=main
    :alt: Coverage Status
    :target: https://coveralls.io/github/mathematicalmichael/mud?branch=main

.. image:: https://static.pepy.tech/personalized-badge/mud?period=total&units=abbreviation&left_color=gray&right_color=blue&left_text=downloads
    :alt: Total Downloads
    :target: https://pepy.tech/project/mud


.. badge-header

MUD
***

Analytical solutions and some associated utility functions for computing Maximal Updated Density (MUD) parameter estimates for Data-Consistent Inversion.


Description
===========

Maximal Updated Density Points are the values which maximize an updated density, analogous to how a MAP (Maximum A-Posteriori) point maximizes a posterior density from Bayesian inversion.
Updated densities differ from posteriors in that they are the solution to a different problem which seeks to match the push-forward of the updated density to a specified observed distribution.

Owner

  • Name: Michael Pilosov, PhD
  • Login: mathematicalmichael
  • Kind: user
  • Location: Denver, CO
  • Company: @mindthemath

artist trapped in a mathematician's mind

GitHub Events

Total
Last Year

Committers

Last synced: over 2 years ago

All Time
  • Total Commits: 214
  • Total Committers: 3
  • Avg Commits per committer: 71.333
  • Development Distribution Score (DDS): 0.453
Past Year
  • Commits: 36
  • Committers: 3
  • Avg Commits per committer: 12.0
  • Development Distribution Score (DDS): 0.361
Top Committers
Name Email Commits
Michael Pilosov c****s@g****m 117
Michael Pilosov 4****l 63
Carlos del-Castillo-Negrete c****1@g****m 34

Issues and Pull Requests

Last synced: 6 months ago

All Time
  • Total issues: 12
  • Total pull requests: 73
  • Average time to close issues: 24 days
  • Average time to close pull requests: 27 days
  • Total issue authors: 2
  • Total pull request authors: 3
  • Average comments per issue: 0.5
  • Average comments per pull request: 0.96
  • Merged pull requests: 63
  • Bot issues: 0
  • Bot pull requests: 7
Past Year
  • Issues: 0
  • Pull requests: 1
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Issue authors: 0
  • Pull request authors: 1
  • Average comments per issue: 0
  • Average comments per pull request: 0.0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 1
View more stats
Top Authors
Issue Authors
  • mathematicalmichael (11)
  • cdelcastillo21 (1)
  • dependabot[bot] (1)
Pull Request Authors
  • mathematicalmichael (70)
  • dependabot[bot] (12)
  • cdelcastillo21 (3)
Top Labels
Issue Labels
dependencies (1)
Pull Request Labels
dependencies (12)

Packages

  • Total packages: 1
  • Total downloads:
    • pypi 226 last-month
  • Total dependent packages: 1
  • Total dependent repositories: 1
  • Total versions: 61
  • Total maintainers: 1
pypi.org: mud

Maximal Updated Density equations for Data-Consistent Inversion

  • Versions: 61
  • Dependent Packages: 1
  • Dependent Repositories: 1
  • Downloads: 226 Last month
Rankings
Dependent packages count: 10.0%
Forks count: 19.1%
Dependent repos count: 21.7%
Average: 22.6%
Stargazers count: 27.8%
Downloads: 34.1%
Maintainers (1)
mathematicalmichael
Last synced: 6 months ago

Dependencies

docs/requirements.txt pypi
  • appdirs *
  • configupdater *
  • furo *
  • packaging *
  • setuptools >=58.3
  • setuptools_scm *
  • sphinx >=3.2.1
  • sphinx-copybutton *
  • sphinx_rtd_theme *
  • tomlkit *
.github/workflows/build.yml actions
  • actions/checkout v2 composite
  • actions/setup-python v1 composite
.github/workflows/main.yml actions
  • actions/checkout v2 composite
  • actions/setup-python v1 composite
.github/workflows/publish.yml actions
  • actions/checkout v2 composite
  • actions/setup-python v1 composite
  • pypa/gh-action-pypi-publish release/v1 composite
setup.py pypi