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evomsa

Sentiment Analysis System based on B4MSA and EvoDAG

https://github.com/ingeotec/evomsa

Science Score: 23.0%

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
    1 of 6 committers (16.7%) from academic institutions
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (7.0%) to scientific vocabulary

Keywords from Contributors

genetic-programming supervised-learning
Last synced: 11 months ago · JSON representation

Repository

Sentiment Analysis System based on B4MSA and EvoDAG

Basic Info
Statistics
  • Stars: 11
  • Watchers: 4
  • Forks: 7
  • Open Issues: 0
  • Releases: 0
Created over 8 years ago · Last pushed about 2 years ago
Metadata Files
Readme License

README.rst 

EvoMSA
==================================
.. image:: https://github.com/INGEOTEC/EvoMSA/actions/workflows/test.yaml/badge.svg
		:target: https://github.com/INGEOTEC/EvoMSA/actions/workflows/test.yaml

.. image:: https://coveralls.io/repos/github/INGEOTEC/EvoMSA/badge.svg?branch=develop
		:target: https://coveralls.io/github/INGEOTEC/EvoMSA?branch=develop

.. image:: https://badge.fury.io/py/EvoMSA.svg
		:target: https://badge.fury.io/py/EvoMSA

.. image:: https://dev.azure.com/conda-forge/feedstock-builds/_apis/build/status/evomsa-feedstock?branchName=main
	    :target: https://dev.azure.com/conda-forge/feedstock-builds/_build/latest?definitionId=16466&branchName=main

.. image:: https://img.shields.io/conda/vn/conda-forge/evomsa.svg
		:target: https://anaconda.org/conda-forge/evomsa

.. image:: https://img.shields.io/conda/pn/conda-forge/evomsa.svg
		:target: https://anaconda.org/conda-forge/evomsa

.. image:: https://readthedocs.org/projects/evomsa/badge/?version=docs
		:target: https://evomsa.readthedocs.io/en/docs/?badge=docs
    
.. image:: https://colab.research.google.com/assets/colab-badge.svg
		:target: https://colab.research.google.com/github/INGEOTEC/EvoMSA/blob/docs/docs/EvoMSA2.ipynb   

EvoMSA is a Sentiment Analysis System based on
`B4MSA `_  and
`EvoDAG `_. EvoMSA is a stack
generalisation algorithm specialised on text classification
problems. It works by combining the output of different text models to
produce the final prediction.

The documentation is on `readthedocs `_.

GitHub Events

Total
  • Release event: 3
  • Push event: 14
  • Pull request event: 6
  • Create event: 3
Last Year
  • Release event: 3
  • Push event: 14
  • Pull request event: 6
  • Create event: 3

Committers

Last synced: over 2 years ago

All Time
  • Total Commits: 607
  • Total Committers: 6
  • Avg Commits per committer: 101.167
  • Development Distribution Score (DDS): 0.133
Past Year
  • Commits: 141
  • Committers: 2
  • Avg Commits per committer: 70.5
  • Development Distribution Score (DDS): 0.05
Top Committers
Name Email Commits
Mario Graff m****g@i****g 526
Mario Graff 1****g 40
Mario Graff m****g@g****m 29
Mario Graff m****f@i****x 10
JuanCalderon j****n@g****m 1
Mario Graff Guerrero m****g@M****l 1
Committer Domains (Top 20 + Academic)
infotec.mx: 1 ieee.org: 1

Issues and Pull Requests

Last synced: 11 months ago

All Time
  • Total issues: 22
  • Total pull requests: 103
  • Average time to close issues: about 1 month
  • Average time to close pull requests: about 4 hours
  • Total issue authors: 3
  • Total pull request authors: 2
  • Average comments per issue: 0.95
  • Average comments per pull request: 0.38
  • Merged pull requests: 102
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 0
  • Pull requests: 2
  • 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: 2
  • Bot issues: 0
  • Bot pull requests: 0
View more stats
Top Authors
Issue Authors
  • mgraffg (20)
  • manzar96 (1)
  • sadit (1)
Pull Request Authors
  • mgraffg (108)
  • JuanCalderon (1)
Top Labels
Issue Labels
enhancement (14) bug (4)
Pull Request Labels

Packages

  • Total packages: 2
  • Total downloads:
    • pypi 245 last-month
  • Total dependent packages: 2
    (may contain duplicates)
  • Total dependent repositories: 2
    (may contain duplicates)
  • Total versions: 100
  • Total maintainers: 1
pypi.org: evomsa

Sentiment Analysis System based on B4MSA and EvoDAG

  • Versions: 96
  • Dependent Packages: 1
  • Dependent Repositories: 1
  • Downloads: 245 Last month
Rankings
Dependent packages count: 3.3%
Downloads: 4.8%
Average: 11.8%
Forks count: 12.6%
Stargazers count: 16.0%
Dependent repos count: 22.2%
Maintainers (1)
mgraffg
Last synced: 11 months ago
conda-forge.org: evomsa
  • Versions: 4
  • Dependent Packages: 1
  • Dependent Repositories: 1
Rankings
Dependent repos count: 24.1%
Dependent packages count: 28.9%
Average: 39.1%
Forks count: 50.2%
Stargazers count: 53.3%
Last synced: 11 months ago