Intel® oneAPI Data Analytics Library 2024.4.0

oneDAL 2024.4.0

oneDAL is happy to introduce 2024.4.0 release!

🚨 What's New

• Introduced new oneDAL functionality:
  • Distributed dbscan support without allgatherv (memory saving implementation)
  • Added global_context to store information about CPU environment
  • Online distributed basic statistics
  • Hyperparameters added into decision forest classification inference algorithm
  • Added assume_centered flag to Covariance
  • Added dtype dispatcher for Dataframe Intercahnge Protocol in Python

Acknowledgements

Thanks to everyone who helped us make 2024.4.0 release possible!

@avolkov-intel, @Alexsandruss, @ahuber21, @Alexandr-Solovev, @Vika-F, @razdoburdin, @ethanglaser, @napetrov, @maria-Petrova, @aepanchi, @emmwalsh, @icfaust, @inteldimitrius, @samir-nasibli, @md-shafiul-alam

Full Changelog: 2024.3.0...2024.4.0