Changes in version 1.26.1 (2026-05-26)                 

    o   fixed xgboost default arg change that was causing using all threads

                 Changes in version 1.19.9 (2025-01-07)                 

    o   fixed the default dbr.per1k value in the top-level function

    o   slight memory improvements (gc and not coercing DelayedArray before sample split)

                 Changes in version 1.19.6 (2024-09-19)                 

    o   added a dbr.per1k parameter to set doublet rates per thousands of cells, updated the default from 1 to 0.8\%

    o   fixed some issues stemming from the cxds score in some corner cases (absence of inverse correlation between genes)

    o   updated documentation

                Changes in version 1.13.14 (2023-06-19)                 

    o   reduced the default minimum number of artificial doublets to improve call robustness in very small datasets.

                Changes in version 1.13.10 (2023-03-23)                 

    o   fixed serializing error in multithreading large single samples

    o   computed thresholds now reported in metadata

                 Changes in version 1.13.7 (2023-01-09)                 

    o   added possibility to provide the genes/features to use, updated docs

                 Changes in version 1.13.4 (2022-11-21)                 

    o   fixed bug in samples reporting in split mode (doesn't affect doublets scores)

                 Changes in version 1.13.3 (2022-11-20)                 

    o   updated default parameters according to https://arxiv.org/abs/2211.00772

                 Changes in version 1.13.2 (2022-11-11)                 

    o   added two-pass mode for feature aggregation

                 Changes in version 1.9.11 (2022-04-16)                 

    o   fixed larger kNN size

                        Changes in version 1.9.9                        

    o   improved amulet reimplementation

    o   added clamulet and scATAC vignette

                 Changes in version 1.9.1 (2021-11-02)                  

    o   added reimplementation of the amulet method for scATAC-seq

                 Changes in version 1.7.3 (2021-07-26)                  

    o   scDblFinder now includes both cluster-based and random modes for artificial doublet generation

    o   thresholding has been streamlined

    o   default parameters have been optimized using benchmark datasets

    o   added the `directDblClassification` method

                 Changes in version 1.5.11 (2021-01-19)                 

    o   scDblFinder now provides doublet enrichment tests

    o   doublet generation and default parameters have been further optimized

                 Changes in version 1.3.25 (2020-10-26)                 

    o   scDblFinder has important improvements on speed, robustness and accuracy

    o   in additional to doublet calls, scDblFinder reports the putative origin (combination of clusters) of doublets

                 Changes in version 1.3.19 (2020-08-06)                 

    o   scDblFinder now hosts the doublet detection methods formerly part of `scran`