[Q] How should I perform clustering on angular data?

• periodic-kmeans

  1 2 10.0 Python

There is also k-means clustering in the presence of periodic boundary conditions. This package and the accompanying paper give an implementation with several examples including the NYC taxi dataset.

• BanditPAM

  8 644 8.5 C++

  BanditPAM C++ implementation and Python package

It's written in C++ for speed, but callable from Python and R. It also supports parallelization and intelligent caching at no extra complexity to end users. Its interface also matches the sklearn.cluster.KMeans interface, so minimal changes are necessary to existing code. repo

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