Name		Name	Last commit message	Last commit date
data		data
include		include
python		python
results		results
src		src
.gitignore		.gitignore
CMakeLists.txt		CMakeLists.txt
LICENSE		LICENSE
README.md		README.md
boston.out		boston.out
cancer.out		cancer.out
digits.out		digits.out
iris.out		iris.out

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Ward's Method with LSH Data Structure

Requirements

Essential

cmake
g++

other (on ubuntu)

liblz4-dev
libhdf5-dev
python3-pip
sklearn

Compilation

On Ubuntu and other Linux-based systems: Inside the directory.

cmake .

make

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An implementation for an approximation algorithm for Ward's method

clustering clustering-algorithm computational-geometry machine-learning nearest-neighbor-search

GPL-3.0 license

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