Genieclust Versions Save

Genie: Fast and Robust Hierarchical Clustering with Noise Point Detection - in Python and R

v0.9.5

3 years ago

genieclust 0.9.5 (2020-12-26)

  • [Python] nmslib is now required.

  • [R] switched to tinytest for unit testing.

  • [R] fixed the examples that relied on a now-changed API of emstreeR.

v0.9.4

3 years ago

genieclust 0.9.4 (2020-07-31)

  • [BUGFIX] [R] Fix build on Solaris.

v0.9.3

3 years ago

genieclust 0.9.3 (2020-07-25)

  • [BUGFIX] [PYTHON] Code coverage CI added. Fixed some minor inconsistencies. Automated the bdist build chain.

  • [R] Updated DESCRIPTION to meet the CRAN policies.

v0.9.2

3 years ago

genieclust 0.9.2 (2020-07-22)

  • [BUGFIX] [PYTHON] Fixed broken build script for OS X with no OpenMP.

v0.9.1

3 years ago

genieclust 0.9.1 (2020-07-18)

  • [GENERAL] The package has been completely rewritten. The core functionality is now implemented in C++ (with OpenMP).

  • [GENERAL] Clustering with respect to HDBSCAN*-like mutual reachability distances is supported.

  • [GENERAL] The parallelised Jarnik-Prim algorithm now supports on-the-fly distance computations. Euclidean minimum spanning tree can be determined with mlpack, which is much faster in low-dimensional spaces.

  • [R] R version is now available.

  • [PYTHON] [EXPERIMENTAL] The GIc algorithm proposed by Anna Cena in her 2018 PhD thesis was added.

  • [PYTHON] Approximate version based on nearest neighbour graphs produced by nmslib was added.