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[pyclustering.cluster.dbscan][ccore.dbscan] Custom distance metric

Open annoviko opened this issue 5 years ago • 0 comments

Introduction DBSCAN algorithm should be able to accept distance metric in the same way as K-Means, K-Medians, etc.

Description

  • [ ] Introduce new optional argument metric (distance_metric type) under **kwargs for Python version of the library.
  • [ ] Introduce new optional argument metric with new or updated constructor for C++ version of the library.
  • [ ] Support from KD-tree is required to support that feature.
  • [ ] Unit-tests for the custom distance matrix for Python pyclustering version.
  • [ ] Unit-tests for the custom distance matrix for C++ pyclustering version.
  • [ ] Documentation examples for C++ version.
  • [ ] Documentation examples for Python version.

Links

  • Proposal link: #582
  • The issue depends on: #583

annoviko avatar Feb 07 '20 08:02 annoviko