https://github.com/murrellgroup/dpmeansclustering.jl
DPMeansClustering:
https://github.com/murrellgroup/dpmeansclustering.jl
Last synced: 4 months ago
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DPMeansClustering:
- Host: GitHub
- URL: https://github.com/murrellgroup/dpmeansclustering.jl
- Owner: MurrellGroup
- License: other
- Created: 2018-08-01T03:25:04.000Z (almost 8 years ago)
- Default Branch: main
- Last Pushed: 2023-06-08T20:09:08.000Z (almost 3 years ago)
- Last Synced: 2025-05-30T12:49:21.245Z (about 1 year ago)
- Language: Julia
- Homepage: https://murrellgroup.github.io/DPMeansClustering.jl/
- Size: 907 KB
- Stars: 1
- Watchers: 4
- Forks: 3
- Open Issues: 1
-
Metadata Files:
- Readme: README.md
- License: LICENSE.md
Awesome Lists containing this project
README
# DPMeansClustering
- [`DPMeansClustering.cluster`]
- [`DPMeansClustering.get_initial_centroids`]
- [`DPMeansClustering.get_initial_metacentroids`]
- [`DPMeansClustering.get_possible_centroids`]
- [`DPMeansClustering.C2MC_dp_centers`]
- [`DPMeansClustering.dp_centers`]
- [`DPMeansClustering.dp_centers`]
- [`DPMeansClustering.dp_means`]
## DOCS
https://murrellgroup.github.io/DPMeansClustering.jl/
## Synopsis
Like K-means, but instead of having to choose the number of clusters (which you usually don't know), you pick a cluster radius. Points falling outside the radius of any current clusters spawn new clusters.
## Installation
```julia
using Pkg
Pkg.add(url="https://github.com/MurrellGroup/DPMeansClustering.jl")
```