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Changelog

Version 0.4.5

  • Supports python[3.9-3.13]

Version 0.4.2

  • Fixed issue #22 by releasing Numpy lock.

Version 0.4.1

  • Fixed issue #19, by referencing the indicies from the score_mask array

Version 0.4.0

  • Dropped support to python 3.7
  • Better handling of the dev dependencies in the setup file
  • Compatible with python 3.10
  • Supports Numpy 1.24

Version 0.3.2

  • Fixed issue #12, by masking scores as well as boxes.
  • Added torch and torchvision as proper dev dependencies
  • Fixed Pillow version (dev dep) to 9.3.0 in dev dependencies because 9.4.0 does not compile on my mbp (see python-pillow/Pillow#6862)
  • Removed deprecated arguments: cutoff_distance and tree. Removed associated tests.
  • Added sanity check to ensure leaf_size is strictly positive.

Version 0.3.1

  • Edge case where all box scores are zero (or all below threshold) is now handled (threw uggly error before)

Version 0.3.0

  • Added multiclass support for NMS
  • Use the underlying RNode class in nms now, which speeds up compilation (no need to compile RTree anymore)

Version 0.2.0

  • Discarded BallTree and KDTree which are now replaced by a RTree: as fast and hyperparameter-free -> lsnms.nms is now twice faster to compile (only one tree to compile)
  • cutoff_distance and tree are now deprecated. Warnings are issued when those are specified.
  • cleared the tests structure
  • added types conversion and sanity checks for data shape, etc
  • cached all the jitted function which could (the non recursive ones) -> saves 2 seconds of compilation time at first use. -> lsnms.nms is now hyperparameter free, runs just as fast as before, and almost three times faster to compile at first use.

Patch 0.1.2

  • Fixed typo in BallTree (missing dimensionality argument, not used in algorithm but for sanity check in query)
  • Updated Numba to 0.54.1

Version 0.1.0

  • First version
  • Both BallTree and KDTree are implemented for the sake of exhaustivity
  • A cutoff distance needs to be specified to discard boxes to distant one from the other
  • Compilation time at first use is quite long: 13 seconds and functions can not be precompiled due to recursivity.