WenjieDu / PyGrinder

PyGrinder: a Python toolkit for grinding data beans into the incomplete for real-world data simulation by introducing missing values with different missingness patterns, including MCAR (complete at random), MAR (at random), MNAR (not at random), sub sequence missing, and block missing

Date Created 2022-04-12 (2 years ago)
Commits 132 (last one 17 days ago)
Stargazers 41 (0 this week)
Watchers 3 (0 this week)
Forks 5
License bsd-3-clause
Ranking

RepositoryStats indexes 617,630 repositories, of these WenjieDu/PyGrinder is ranked #530,053 (14th percentile) for total stargazers, and #433,764 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #104,143/124,984.

WenjieDu/PyGrinder is also tagged with popular topics, for these it's ranked: python (#20,621/22979),  machine-learning (#7,421/8270),  data-science (#1,991/2193),  data-mining (#278/294)

Other Information

There have been 13 releases, the latest one was published on 2025-02-03 (17 days ago) with the name v0.7 🆕 Add mnar_nonuniform algo.

Homepage URL: https://pypots.com/ecosystem/#PyGrinder

Star History

Github stargazers over time

454540403535303025252020151510105500Jul '22Jul '2220232023Jul '23Jul '2320242024Jul '24Jul '2420252025

Watcher History

Github watchers over time, collection started in '23

4444443.53.533333315 Oct15 OctNov '24Nov '2415 Nov15 NovDec '24Dec '2415 Dec15 DecJan '25Jan '2515 Jan15 JanFeb '25Feb '2515 Feb15 Feb

Recent Commit History

132 commits on the default branch (main) since jan '22

140140120120100100808060604040202000Jul '22Jul '2220232023Jul '23Jul '2320242024Jul '24Jul '2420252025

Yearly Commits

Commits to the default branch (main) per year

404035353030252520201515101055002022202220242024

Issue History

Total Issues
Open Issues
Closed Issues
12121010886644220020232023Jul '23Jul '2320242024Jul '24Jul '2420252025

Languages

The only known language in this repository is Python

PythonPython

updated: 2025-02-19 @ 08:36am, id: 480799452 / R_kgDOHKhq3A