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@jinglinpeng jinglinpeng released this 26 Oct 17:27
· 199 commits to develop since this release
v0.4.0
d76f1f5

v0.4.0

Bugfixes 🐛

  • eda: fix string type (b7e3321)
  • eda: fix value table display (57281bc)
  • eda: remove imdt output from plot (5c227e1)
  • eda: adjusted save report method to accept one parameter (4ceefcc)
  • eda: clean config code and fix scatter sample param (8ab27f9)
  • plot_diff: fix ci issue (44ce81c)
  • clean: clean_duplication issue 646 (ca9f708)
  • eda: fix category type error (9750694)

Features ✨

  • eda: refactored code and added density parameter to plot_diff(df) (323ae6b)
  • eda: save imdt as json file (7867386)
  • connector: integrate connectorx into connector (106457e, a64e356, 9f89d3b)
  • clean: add clean_ml function (909cd19)
  • clean: add multiple clean functions for number types (3c05be5)
  • eda.diff: add plot_diff([df1..dfn], continuous) (3bfb4f5)
  • clean: support conversion into packed binary format in clean_ip (7e30f93, 37a83b0)

Code Quality + Testing 💯

  • eda: add densify test and doc for diff (f8d2054)
  • eda: add test for config (ab3172f)

Performance 🚀

  • clean: update documentation of clean_duplication (50f90fa)

Documentation 📃

  • clean: change the introduction (862b447)
  • eda: change eda colab position (ce25b17, d00b0bd)
  • clean: add documentation for multiple clean functions for number types (732480f)
  • clean: add documentation for clean_ml function (0c139db)
  • eda: scattter.sample_rate added to documentation (549b319)
  • eda: fix plot show (0b40a40)
  • readme: add benchmark link (e807f79)
  • readme: small text change on clean and connector (e193a6a)
  • readme: fix titanc link (29cc06c)

Contributors this release 🏆

The following users contributed code to DataPrep since the last release.

🎉🎉 Thank you! 🎉🎉

Assets 4