v4.0.0

Changelog

v4.0.0

BREAKING CHANGES

All breaking changes are listed here but also kept in their respective sections.

• ⛰️ Features: Add initial support for python 3.12 (#209)
  Support for Python 3.8 is dropped.

⛰️ Features

• [BREAKING CHANGE] Add initial support for python 3.12 (#209)
• Support extras umap with Python 3.12
• Add option to embed data when exporting report to notebook (#206)

🛠️ Refactor

• Use ruff (#217)
• Use mypy type checking (#218)

📚 Documentation

• Fix missing comma in readme (#203)

🧪 Testing

• Rename test modules for consistency (#208)
• Fix imports in multivariate analysis (#211)
• Use fixtures (#207)
• Test data type inference with pyarrow dtypes (#215)

🏗 Build & CI/CD

• Modify publish workflow to allow pypi-trusted-publishing (#202)
• Remove unnecessary publish workflow permissions (#204)
• Update git-cliff (#213)
• Update actions (#210)
• Update poetry to 1.8.2 (#216)
• Fix missing token permissions required for publishing (#219)

⚙️ Miscellaneous Tasks

• Support pandas 2.2 (#205)
• Update pytest (#212)