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Source files and notebooks for a paper on accelerating HDBSCAN*

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Benchmark_vs_DBSCAN.ipynb
 
 
Cluster tree.ipynb
 
 
Guess the generative model.ipynb
 
 
LICENSE
 
 
Perfomance comparisons among clustering algorithms.ipynb
 
 
Performance data generation.ipynb
 
 
Qualitative clustering results.ipynb
 
 
README.md
 
 
Single clusters.ipynb
 
 
affinity_prop_perf.csv
 
 
birch_perf.csv
 
 
clusterable_data.npy
 
 
complete_linkage_perf.csv
 
 
dbscan_perf.csv
 
 
environment.yml
 
 
hdbscanBenchmark.py
 
 
hdbscanDBscanLaptopResults.csv
 
 
hdbscan_perf.csv
 
 
hdbscan_to_reference_timings.csv
 
 
kmeans_perf.csv
 
 
mean_shift_perf.csv
 
 
optimizationResults.csv
 
 
reference_impl_external_timings.csv
 
 
reference_impl_internal_timings.csv
 
 
spectral_perf.csv
 
 
ward_perf.csv
 
 

README.md

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Source files and notebooks for a paper on accelerating HDBSCAN*

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