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hotelling

Hotelling implements one and two sample Hotelling T2 tests, T2 and f statistics and univariate and multivariate control charts and anomaly detection

https://github.com/dionresearch/hotelling

Science Score: 44.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ✓
    CITATION.cff file
    Found CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
  • ○
    DOI references
  • ○
    Academic publication links
  • ○
    Committers with academic emails
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (9.6%) to scientific vocabulary
Last synced: 7 months ago · JSON representation ·

Repository

Hotelling implements one and two sample Hotelling T2 tests, T2 and f statistics and univariate and multivariate control charts and anomaly detection

Basic Info
  • Host: GitHub
  • Owner: dionresearch
  • License: mit
  • Language: HTML
  • Default Branch: master
  • Homepage:
  • Size: 15.3 MB
Statistics
  • Stars: 17
  • Watchers: 2
  • Forks: 0
  • Open Issues: 7
  • Releases: 4
Created over 6 years ago · Last pushed over 3 years ago
Metadata Files
Readme Changelog Contributing License Citation Authors

README.md

Hotelling

image

Status

made-with-python image Dev Release

About

Hotelling implements one and two sample Hotelling T^2 (T-squared) tests. It also implements Hotelling Control Charts (Multivariate) and multiple Univariate Control Charts

image

image

Features

  • Stats module covering hotelling t^2 (t-squared) statistics, f-value and p-value
  • plots module covering Univariate Control Chart and Hotelling Control Chart
  • with the optional dask (and distributed) module, can handle large datasets efficiently
  • with the optional plotly module, provides interactive charts:

image

For this to work properly, you have to install plotly version 0.5 or greater. This is available from pypi, or through the plotly channel for conda: conda install plotly -c plotly

Credits

This package was created with Cookiecutter and the audreyr/cookiecutter-pypackage project template.

Citation (CITATION.cff) 

cff-version: 1.1.0
message: If you use this software, please cite it as below.
authors:
  - family-names: Dion
    given-names: Francois
title: Hotelling
abstract: "Hotelling implements one and two sample Hotelling T2 tests, T2 and f statistics and univariate and multivariate control charts and anomaly detection"
version: 0.5.0
date-released: 2021-07-20

GitHub Events

Total
  • Watch event: 1
Last Year
  • Watch event: 1

Committers

Last synced: about 3 years ago

All Time
  • Total Commits: 53
  • Total Committers: 2
  • Avg Commits per committer: 26.5
  • Development Distribution Score (DDS): 0.019
Top Committers
Name Email Commits
Francois Dion f****n@d****m 52
Francois Dion f****n@g****m 1
Committer Domains (Top 20 + Academic)
dionresearch.com: 1

Issues and Pull Requests

Last synced: 8 months ago

All Time
  • Total issues: 12
  • Total pull requests: 10
  • Average time to close issues: about 2 months
  • Average time to close pull requests: about 2 hours
  • Total issue authors: 4
  • Total pull request authors: 2
  • Average comments per issue: 0.5
  • Average comments per pull request: 1.1
  • Merged pull requests: 9
  • Bot issues: 0
  • Bot pull requests: 1
Past Year
  • Issues: 0
  • Pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Issue authors: 0
  • Pull request authors: 0
  • Average comments per issue: 0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
View more stats
Top Authors
Issue Authors
  • fdion (9)
  • multimeric (1)
  • hovinh (1)
  • daledet (1)
Pull Request Authors
  • fdion (9)
  • dependabot[bot] (1)
Top Labels
Issue Labels
enhancement (4) documentation (2) ci (2) bug (2)
Pull Request Labels
ci (2) bug (1) documentation (1) dependencies (1) enhancement (1)

Packages

  • Total packages: 1
  • Total downloads:
    • pypi 723 last-month
  • Total docker downloads: 9
  • Total dependent packages: 1
  • Total dependent repositories: 1
  • Total versions: 6
  • Total maintainers: 1
pypi.org: hotelling

Hotelling implements one and two sample Hotelling T2 tests and control charts

  • Versions: 6
  • Dependent Packages: 1
  • Dependent Repositories: 1
  • Downloads: 723 Last month
  • Docker Downloads: 9
Rankings
Docker downloads count: 4.3%
Dependent packages count: 4.7%
Downloads: 9.2%
Average: 14.2%
Stargazers count: 15.6%
Dependent repos count: 21.7%
Forks count: 29.8%
Maintainers (1)
fdion
Last synced: 8 months ago

Dependencies

requirements_dev.txt pypi
  • Sphinx ==1.8.5 development
  • black * development
  • bump2version ==0.5.11 development
  • coverage ==4.5.4 development
  • docopt * development
  • flake8 ==3.7.8 development
  • m2r * development
  • nbsphinx * development
  • proselint * development
  • pydocstyle * development
  • pytest ==4.6.5 development
  • pytest-cov * development
  • pytest-emoji * development
  • pytest-md * development
  • pytest-runner ==5.1 development
  • tox ==3.14.0 development
  • twine ==1.14.0 development
  • watchdog ==0.9.0 development
  • wheel ==0.33.6 development
.github/workflows/dev.yml actions
  • actions/checkout v2 composite
  • conda-incubator/setup-miniconda v2 composite
  • machine-learning-apps/pr-comment master composite
  • peaceiris/actions-gh-pages v3 composite
.github/workflows/release.yml actions
  • actions/checkout v2 composite
  • conda-incubator/setup-miniconda v2 composite
  • pypa/gh-action-pypi-publish release/v1 composite