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Recent Releases of pygrinder

pygrinder - v0.7 🆕 Add mnar_nonuniform algo

What's Changed

  • add MNAR NonUniformMasking and testcase by @LinglongQian in https://github.com/WenjieDu/PyGrinder/pull/49
  • Rename mnarnum into mnarnonuniform by @WenjieDu in https://github.com/WenjieDu/PyGrinder/pull/50
  • Update actions by @WenjieDu in https://github.com/WenjieDu/PyGrinder/pull/51

New Contributors

  • @LinglongQian made their first contribution in https://github.com/WenjieDu/PyGrinder/pull/49

Full Changelog: https://github.com/WenjieDu/PyGrinder/compare/v0.6.4...v0.7

- Python
Published by WenjieDu about 1 year ago

pygrinder - v0.6.4 🐞 Bug fix

Fix a bug that cannot set seqlen==nsteps for seq_missing().

What's Changed

  • Avoid empty stepidx list when nsteps==seq_len by @WenjieDu in https://github.com/WenjieDu/PyGrinder/pull/46
  • Release v0.6.4 by @WenjieDu in https://github.com/WenjieDu/PyGrinder/pull/47

Full Changelog: https://github.com/WenjieDu/PyGrinder/compare/v0.6.3...v0.6.4

- Python
Published by WenjieDu over 1 year ago

pygrinder - v0.6.3 🐛 Bug fix

Fixed a bug in MAR that passed arguments are in the wrong order.

What's Changed

  • Fix wrong argument order by @WenjieDu in https://github.com/WenjieDu/PyGrinder/pull/43
  • Release v0.6.3 by @WenjieDu in https://github.com/WenjieDu/PyGrinder/pull/44

Full Changelog: https://github.com/WenjieDu/PyGrinder/compare/v0.6.2...v0.6.3

- Python
Published by WenjieDu over 1 year ago

pygrinder - v0.6.2 refactoring

What's Changed

  • Config the project with pyproject.toml by @WenjieDu in https://github.com/WenjieDu/PyGrinder/pull/40
  • Remove setup files by @WenjieDu in https://github.com/WenjieDu/PyGrinder/pull/41

Full Changelog: https://github.com/WenjieDu/PyGrinder/compare/v0.6.1...v0.6.2

- Python
Published by WenjieDu over 1 year ago

pygrinder - v0.6.1

In this minor update, we enable calc_misssing_rate() to work with pd.DataFrame input.

What's Changed

  • Update README, and fix CI testing by @WenjieDu in https://github.com/WenjieDu/PyGrinder/pull/36
  • Enable calcmisssingrate work with pd.DataFrame by @WenjieDu in https://github.com/WenjieDu/PyGrinder/pull/38

Full Changelog: https://github.com/WenjieDu/PyGrinder/compare/v0.6...v0.6.1

- Python
Published by WenjieDu over 1 year ago

pygrinder - v0.6 Enable seq and block missing

In this release, we bring sequential and block missing.

What's Changed

  • Add seq_missing() and block_missing() by @WenjieDu in https://github.com/WenjieDu/PyGrinder/pull/33
  • Update seqmissing and blockmissing by @WenjieDu in https://github.com/WenjieDu/PyGrinder/pull/34
  • Releasing v0.6 by @WenjieDu in https://github.com/WenjieDu/PyGrinder/pull/35

Full Changelog: https://github.com/WenjieDu/PyGrinder/compare/v0.5...v0.6

- Python
Published by WenjieDu over 1 year ago

pygrinder - v0.5 Add rdo() to randomly drop observations

In this new version, we add a new missingness-creation function rdo(), which can randomly drop observations only to create missing values.

What's Changed

  • Update logo URLs by @WenjieDu in https://github.com/WenjieDu/PyGrinder/pull/29
  • Update README by @WenjieDu in https://github.com/WenjieDu/PyGrinder/pull/30
  • Add rdo() by @WenjieDu in https://github.com/WenjieDu/PyGrinder/pull/31

Full Changelog: https://github.com/WenjieDu/PyGrinder/compare/v0.4...v0.5

- Python
Published by WenjieDu over 1 year ago

pygrinder - v0.4

In new version 0.4, we adjust APIs of mcar(), marlogistic(), mnarx() and mnart(), now they only return the corrupted input data with additional missing values, without masks. Users can use new functions fillandgetmask() to get corresponding missing mask and fill the missing data with a specified value like 0.

What's Changed

  • Release v0.4 by @WenjieDu in https://github.com/WenjieDu/PyGrinder/pull/28

Full Changelog: https://github.com/WenjieDu/PyGrinder/compare/v0.3...v0.4

- Python
Published by WenjieDu about 2 years ago

pygrinder - v0.3

😎 PyGrinder v0.3

In this release, we fixed some minor bugs and updated docs. Mainly, missingness-creating functions are enabled to only return corrupted X containing NaNs without Xintact and masks by turning the argument `returnmasks` to False.

What's Changed

  • Update README by @WenjieDu in https://github.com/WenjieDu/PyGrinder/pull/24
  • Enable functions to only return corrupted X with NaNs by @WenjieDu in https://github.com/WenjieDu/PyGrinder/pull/26
  • Fix a minor bug, and release v0.3 by @WenjieDu in https://github.com/WenjieDu/PyGrinder/pull/27

Full Changelog: https://github.com/WenjieDu/PyGrinder/compare/v0.2...v0.3

- Python
Published by WenjieDu about 2 years ago

pygrinder - v0.2

PyGrinder v0.2

This new version is released with below new features: 1. Little's MCAR test; 2. switch the license from GPL-v3 to BSD-3-Clause;

What's Changed

  • Adding Little's MCAR test by @WenjieDu in https://github.com/WenjieDu/PyGrinder/pull/20
  • Switch to the BSD-3 license by @WenjieDu in https://github.com/WenjieDu/PyGrinder/pull/21
  • Adding pytorch as a dependency lib by @WenjieDu in https://github.com/WenjieDu/PyGrinder/pull/22
  • Updating the docs and adding pytorch into dependencies by @WenjieDu in https://github.com/WenjieDu/PyGrinder/pull/23

Full Changelog: https://github.com/WenjieDu/PyGrinder/compare/v0.1.1...v0.2

- Python
Published by WenjieDu over 2 years ago

pygrinder - v0.1.1

PyGrinder v0.1.1

What's Changed

  • Add two MNAR cases by @AugustJW in https://github.com/WenjieDu/PyGrinder/pull/16
  • Adding MNAR and MAR functions, and updating the docs by @WenjieDu in https://github.com/WenjieDu/PyGrinder/pull/19

New Contributors

  • @AugustJW made their first contribution in https://github.com/WenjieDu/PyGrinder/pull/16

Full Changelog: https://github.com/WenjieDu/PyGrinder/compare/v0.1...v0.1.1

- Python
Published by WenjieDu over 2 years ago

pygrinder - v0.1

What's Changed

  • Update README, and add citation info by @WenjieDu in https://github.com/WenjieDu/PyGrinder/pull/3
  • Adding issue and PR templates by @WenjieDu in https://github.com/WenjieDu/PyGrinder/pull/4
  • Adding pre-commit config file, and update the docs by @WenjieDu in https://github.com/WenjieDu/PyGrinder/pull/5
  • Refactor the code and update the doc by @WenjieDu in https://github.com/WenjieDu/PyGrinder/pull/6
  • Fixing failed MCAR assumption by @WenjieDu in https://github.com/WenjieDu/PyGrinder/pull/8
  • Fixing failed workflow Autoreply to Issues Opened for PyCorruptor by @WenjieDu in https://github.com/WenjieDu/PyGrinder/pull/10
  • Update the figure links by @WenjieDu in https://github.com/WenjieDu/PyGrinder/pull/11
  • Update the title by @WenjieDu in https://github.com/WenjieDu/PyGrinder/pull/12
  • Rename the project as PyGrinder by @WenjieDu in https://github.com/WenjieDu/PyGrinder/pull/13
  • Renaming PyCorruptor as PyGrinder by @WenjieDu in https://github.com/WenjieDu/PyGrinder/pull/14
  • Releasing v0.1 by @WenjieDu in https://github.com/WenjieDu/PyGrinder/pull/15

Full Changelog: https://github.com/WenjieDu/PyGrinder/compare/v0.0.4...v0.1

- Python
Published by WenjieDu over 2 years ago

pygrinder - v0.0.4

What's Changed

  • Merge dev into main by @WenjieDu in https://github.com/WenjieDu/PyCorruptor/pull/2

New Contributors

  • @WenjieDu made their first contribution in https://github.com/WenjieDu/PyCorruptor/pull/2

Full Changelog: https://github.com/WenjieDu/PyCorruptor/commits/v0.0.4

- Python
Published by WenjieDu almost 3 years ago