kHLL

Memory saving and fast k-deterministic k-means with HyperLogLog


Keywords
HyperLogLog, k-means, Machine, Learning
License
MIT
Install
pip install kHLL==0.0.2

Documentation

kHLL

HLL module for determining k-means seed

Test

$ python -m kHLL.test.test_image_hash

Run example

Measure kmeans performance and accuracy.

$ python -m kHLL.example.kmeans_example

Run IPython notebook

Show IPython notebook whiich describes the performance results of HyperKEstimator

$ ipython notebook --matplotlib inline