pdc-dp-means VS VersatileHDPMixtureModels.jl

Compare pdc-dp-means vs VersatileHDPMixtureModels.jl and see what are their differences.

pdc-dp-means

"Revisiting DP-Means: Fast Scalable Algorithms via Parallelism and Delayed Cluster Creation" [Dinari and Freifeld, UAI 2022] (by BGU-CS-VIL)
Clustering kmeans Machine Learning minibatch scikit-learn dpmeans
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VersatileHDPMixtureModels.jl

Code for our UAI '20 paper "Scalable and Flexible Clustering of Grouped Data via Parallel and Distributed Sampling in Versatile Hierarchical Dirichlet Processes" (by BGU-CS-VIL)
Paper hdp Inference dirichlet-process-mixtures dirichlet-process hierarchical-dirichlet-processes Julia
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pdc-dp-means VersatileHDPMixtureModels.jl
2 2
16 8
- -
8.1 0.0
3 months ago over 2 years ago
Python Julia
BSD 3-clause "New" or "Revised" License MIT License
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pdc-dp-means

Posts with mentions or reviews of pdc-dp-means. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-09-14.

VersatileHDPMixtureModels.jl

Posts with mentions or reviews of VersatileHDPMixtureModels.jl. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-09-14.

What are some alternatives?

When comparing pdc-dp-means and VersatileHDPMixtureModels.jl you can also consider the following projects:

cuml - cuML - RAPIDS Machine Learning Library

dpmmpythonStreaming - Python wrapper for the DPMMSubClusterStreaming.jl Julia package.

orange - 🍊 :bar_chart: :bulb: Orange: Interactive data analysis

cudf - cuDF - GPU DataFrame Library

DeepDPM - "DeepDPM: Deep Clustering With An Unknown Number of Clusters" [Ronen, Finder, and Freifeld, CVPR 2022]

pdc-dp-means vs cuml VersatileHDPMixtureModels.jl vs dpmmpythonStreaming pdc-dp-means vs orange pdc-dp-means vs dpmmpythonStreaming pdc-dp-means vs cudf pdc-dp-means vs DeepDPM