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K Means Python Packages

Python packages with the GitHub topic k-means. Sorted by relevance, with stars and monthly downloads.
joshlk
k-means-constrained

K-Means clustering - constrained with minimum and maximum cluster size. Documentation: https://joshlk.github.io/k-means-constrained

151K 234 44
urschrei
ckmeans

Optimal univariate (1D) clustering based on Ckmeans.1d.dp

4K 3 0
TankredO
pyckmeans

Consensus and WECR K-Means clustering.

3K 16 3
sp-nitech
diffsptk

A differentiable version of SPTK

2K 200 20
clara-labs
spherecluster

Clustering routines for the unit sphere

934 359 79
vivek3141
ml-python

The easiest way to do machine learning

752 17 3
alfurka
synloc

A Python package to create synthetic data from locally estimated distributions

724 3 0
cwida
superkmeans

⚡ Super fast clustering for high-dimensional vectors on CPUs (x86, ARM) and GPUs — for Python and C++. 100x faster clustering of vector embeddings than FAISS

638 64 4
Dova-Digit
dovalens

Automated dataset analyzer and HTML report generator

312 0 0
semoglou
composite-silhouette

A robust clustering evaluation framework that combines micro- and macro-averaged silhouette scores into a composite metric using statistical weighting.

211 1 1
kuslavicek
ballot

High-performance Python package for balanced k-means clustering using optimal transport and entropic regularization

133 1 1
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