Bugfixes 🐛
* eda: fix string type (b7e3321f)
* eda: fix value table display (57281bc2)
* eda: remove imdt output from plot (5c227e15)
* eda: adjusted save report method to accept one parameter (4ceefcc1)
* eda: clean config code and fix scatter sample param (8ab27f92)
* plot_diff: fix ci issue (44ce81cf)
* clean: clean_duplication issue 646 (ca9f7085)
* eda: fix category type error (9750694a)
Features ✨
* eda: refactored code and added density parameter to plot_diff(df) (323ae6b0)
* eda: save imdt as json file (78673867)
* connector: integrate connectorx into connector (106457e3, a64e3563, 9f89d3bf)
* clean: add clean_ml function (909cd196)
* clean: add multiple clean functions for number types (3c05be58)
* eda.diff: add plot_diff([df1..dfn], continuous) (3bfb4f57)
* clean: support conversion into packed binary format in clean_ip (7e30f93f, 37a83b03)
Code Quality + Testing 💯
* eda: add densify test and doc for diff (f8d2054d)
* eda: add test for config (ab3172f5)
Performance 🚀
* clean: update documentation of clean_duplication (50f90fa9)
Documentation 📃
* clean: change the introduction (862b4478)
* eda: change eda colab position (ce25b17d, d00b0bd5)
* clean: add documentation for multiple clean functions for number types (732480f1)
* clean: add documentation for clean_ml function (0c139db6)
* eda: scattter.sample_rate added to documentation (549b3193)
* eda: fix plot show (0b40a40f)
* readme: add benchmark link (e807f798)
* readme: small text change on clean and connector (e193a6a7)
* readme: fix titanc link (29cc06cc)
Contributors this release 🏆
The following users contributed code to DataPrep since the last release.
* Devin Lu \<devinlluhotmail.com\> (First time contributor) ⭐️
* dylanzxc \<zca92sfu.ca\>
* Jinglin Peng \<jlpengcsgmail.com\>
* Noir Tree \<2515744793qq.com\> (First time contributor) ⭐️
* pwwang \<1188067+pwwangusers.noreply.github.com\> (First time contributor) ⭐️
* qidanrui \<qidanruigmail.com\>
* sahmad11 \<53022377+sahmad11users.noreply.github.com\> (First time contributor) ⭐️
* waterpine \<songbianzju.edu.cn\>
* Weiyuan Wu \<youngwsfu.ca\>
* Xiaoying Wang \<wangxiaoying0369gmail.com\> (First time contributor) ⭐️
🎉🎉 Thank you! 🎉🎉