0.5.0

What's Changed

Performance Improvements

• Enhanced the speed of insertion
  • Can be up to 70-80% faster when using Minkowsi distance metrics (e.g., Manhattan, Euclidean, Chebyshev)
• Enhanced the speed of deletion
  • Can be up to 5% faster

Bugfixes

• Enabled serialization of IncrementalDBSCAN for large data sets and clusters
  • Avoid RecursionError when pickling

0.4.0

What's Changed

Performance Improvements

• Enhanced the speed of deletion
  • Can be up to 80% faster

Deprecations

• Dropped Support for Python 3.9:
  • Python 3.9 has reached end-of-life in October 2025, and this version no longer supports it

0.3.0

What's Changed

Performance Improvements

• Enhanced the speed of deletion
  • Can be up to 35-40% faster

Deprecations

• Dropped Support for Python 3.8:
  • Python 3.8 has reached end-of-life in October 2024, and this version no longer supports it

0.2.0

What's Changed

Performance Improvements

• Enhanced the speed of both insertion and deletion for certain scenarios
  • Insertion: Can be up to 10% faster
  • Deletion: Can be up to 40% faster

Deprecations

• Dropped Support for Python 3.7:
  • Python 3.7 has reached end-of-life in June 2023, and this version no longer supports it