VerticaPy version 1.0.0-beta.2

This is our very first beta release, which includes numerous modifications to the previous code aimed at enhancing the user experience.

Some of the highlights of this release are:

• Flexibility to select from the three renowned potting libraries for professional plots.
• The introduction of a wide range of classification metrics.
• Support for KPrototypes.
• Furthermore, due to code restructuring, the import syntax has changed and is now more intuitive.

For a comprehensive list of all the changes, please refer to the change log.

The release will be on available on the defaults and can be installed using:

python3 -m pip install verticapy==1.0.0b2

Please report any issues on our GitHub page

We would like to extend our thanks to all the contributors who made this release possible:

• Badr Ouali @oualib
• Umar Farooq Ghumman @mail4umar
• Arash Fard @afard
• Tyler Consigny @tconsigny
• Vikash Singh @vikash018

If you would like to contribute then please visit our updated contributing guidelines.

What's Changed

• roc_auc_score for multiclass classification using micro and macro averaging by @mail4umar in #642
• Bug Fix by @oualib in #645
• Multiple bugs correction by @oualib in #646
• bar plot 2d for plotly by @mail4umar in #647
• 2D horizontal bar chart for plotly by @mail4umar in #649
• Bug - highcharts multi-density plot by @mail4umar in #652
• Contour plot bug fix by @mail4umar in #651
• bug fix - multi-line plot by @mail4umar in #654
• plotting visual bug fixes by @mail4umar in #650
• Fixing Plotting Bug by @oualib in #655
• 633 unit testing linearregression by @vikash018 in #648
• Updating Vertica docker to 12.0.4 0 by @afard in #661
• Average Precision Score by @mail4umar in #664
• Overwrite model parameter by @afard in #660
• Optional model name by @afard in #662
• Update change log by @mail4umar in #667

Full Changelog: 1.0.0-beta.1...1.0.0-beta.2