Changelog

All notable changes to this project will be documented in this file.

The format is based on Keep a Changelog, and this project adheres to Semantic Versioning.

1.0.1 - Not yet released

Made sure that plot_correlation_map and plot_correlation_with_target will only accept numerical columns

1.0.1 - 2024-01-10

Changed

Reorganized package structure to use src layout
Updated package dependencies
Improved import structure
Added ReadTheDocs documentation support

Fixed

Fixed package installation issues
Corrected module imports
Improved package discoverability

1.0.0 - 2025-01-09

Added

New visualization methods:
- plot_correlation_map() for creating correlation matrix heatmaps
- plot_correlation_with_target() for analyzing feature correlations with a target variable
- plot_dot() for creating dot plots with connecting lines
- plot_hbar() for creating horizontal bar charts with highlighting options
Customizable highlighting options for top and bottom values
Support for reference lines and statistics (mean, median)
Enhanced hover information with detailed tooltips
Flexible styling options including font customization
Footer support for all plot types

Changed

Migrated from setup.py to pyproject.toml
Added GitHub Actions for automated deployment
Updated minimum Python requirement to 3.9
Improved plot styling and configuration options
Enhanced documentation and examples

Fixed

Improved handling of missing values in correlation plots
Better handling of categorical data in histograms
Enhanced axis formatting and label positioning

0.1.0 - 2024

Initial release with basic plotting functionality
Basic histogram and correlation plotting
Simple customization options