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[pyclustering.clst.dbscan][ccore.clst.dbscan] Use balanced KD-tree instead of unbalanced. #587

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annoviko opened this issue Feb 14, 2020 · 0 comments
Closed
2 tasks done

[pyclustering.clst.dbscan][ccore.clst.dbscan] Use balanced KD-tree instead of unbalanced. #587

annoviko opened this issue Feb 14, 2020 · 0 comments
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annoviko commented Feb 14, 2020 •
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Introduction
The balanced KD-tree is going to be introduced in #379. It should be used to optimize performance of the algorithm.

Description

  • Optimize python version of DBSCAN.
  • Optimize C++ version of DBSCAN.
@annoviko annoviko added the Optimization Tasks related to code optimization label Feb 14, 2020
@annoviko annoviko self-assigned this Feb 14, 2020
annoviko added a commit that referenced this issue Feb 14, 2020
@annoviko
#587, #588, #589 Optimization for DBSCAN, OPTICS, CURE (Python versio…
d53287b 
…n). #586 KD-tree visualizer. #379 Balanced KD-tree to reduce complexity of search procedure.
annoviko added a commit that referenced this issue Feb 18, 2020
@annoviko
#589, #588, #587, #379: Optimized balanced KD-tree for C++ pyclusteri…
2d4a03a 
…ng. DBSCAN, OPTICS, CURE optimization.
annoviko added a commit that referenced this issue Feb 18, 2020
@annoviko
#589, #588, #587, #379: Optimized balanced KD-tree for C++ pyclusteri…
3539259 
…ng. DBSCAN, OPTICS, CURE optimization.
annoviko added a commit that referenced this issue Feb 20, 2020
@annoviko
#589, #588, #587, #379: Correction for GCC compiler.
b51dff1
annoviko added a commit that referenced this issue Feb 21, 2020
@annoviko
#589, #588, #587, #379: Balanced KD-tree and optimization of DBSCA, O…
256f228 
…PTICS, CURE.
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